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hbi_output/1234/150_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 16:30:14
+Hierarchical Bayesian Inference                    2026-05-22 08:29:22
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,200 +17,212 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 31.7| model 2: 19.8| model 3: 17.8| model 4: 19.3| model 5: 5.7| model 6: 2.6| model 7: 3.2| 
-                                                           dL:  141.99
-                                                           dm:   68.27
-                                                           dx:    7.69
+	model 1: 17.9| model 2: 15.3| model 3: 6.0| model 4: 19.8| model 5: 13.9| model 6: 12.6| model 7: 14.6| 
+                                                           dL:   83.64
+                                                           dm:   80.21
+                                                           dx:    4.85
 Iteration 03
 	model frequencies (percent)
-	model 1: 27.7| model 2: 17.5| model 3: 10.9| model 4: 20.1| model 5: 9.8| model 6: 6.0| model 7: 8.0| 
-                                                           dL:   45.85
-                                                           dm:    3.98
-                                                           dx:    0.73
+	model 1: 15.8| model 2: 15.9| model 3: 3.2| model 4: 20.8| model 5: 14.4| model 6: 13.7| model 7: 16.1| 
+                                                           dL:   13.91
+                                                           dm:    0.96
+                                                           dx:    0.98
 Iteration 04
 	model frequencies (percent)
-	model 1: 21.4| model 2: 16.3| model 3: 5.0| model 4: 21.6| model 5: 12.3| model 6: 10.3| model 7: 13.0| 
-                                                           dL:   34.41
-                                                           dm:    1.59
-                                                           dx:    0.46
+	model 1: 15.8| model 2: 16.0| model 3: 2.0| model 4: 20.9| model 5: 14.7| model 6: 14.0| model 7: 16.6| 
+                                                           dL:    6.82
+                                                           dm:    0.19
+                                                           dx:    0.35
 Iteration 05
 	model frequencies (percent)
-	model 1: 17.4| model 2: 15.6| model 3: 2.2| model 4: 22.4| model 5: 13.7| model 6: 13.1| model 7: 15.6| 
-                                                           dL:   40.09
-                                                           dm:    0.80
-                                                           dx:    0.38
+	model 1: 15.9| model 2: 15.9| model 3: 1.8| model 4: 20.8| model 5: 15.0| model 6: 14.0| model 7: 16.6| 
+                                                           dL:    1.77
+                                                           dm:    0.18
+                                                           dx:    0.22
 Iteration 06
 	model frequencies (percent)
-	model 1: 16.2| model 2: 15.3| model 3: 2.7| model 4: 20.8| model 5: 14.5| model 6: 13.9| model 7: 16.6| 
-                                                           dL:   -3.67
-                                                           dm:    1.64
-                                                           dx:    0.35
+	model 1: 15.9| model 2: 15.9| model 3: 1.8| model 4: 20.6| model 5: 15.2| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.91
+                                                           dm:    0.21
+                                                           dx:    0.26
 Iteration 07
 	model frequencies (percent)
-	model 1: 16.5| model 2: 15.8| model 3: 1.7| model 4: 20.4| model 5: 15.0| model 6: 14.0| model 7: 16.6| 
-                                                           dL:    7.22
-                                                           dm:    0.43
-                                                           dx:    0.18
+	model 1: 15.8| model 2: 16.0| model 3: 1.8| model 4: 20.4| model 5: 15.3| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.71
+                                                           dm:    0.11
+                                                           dx:    0.33
 Iteration 08
 	model frequencies (percent)
-	model 1: 16.6| model 2: 15.9| model 3: 2.4| model 4: 19.3| model 5: 15.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    2.81
-                                                           dm:    1.08
-                                                           dx:    0.29
+	model 1: 15.7| model 2: 16.0| model 3: 1.7| model 4: 20.4| model 5: 15.5| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.78
+                                                           dm:    0.03
+                                                           dx:    0.45
 Iteration 09
 	model frequencies (percent)
-	model 1: 16.0| model 2: 16.0| model 3: 2.0| model 4: 20.1| model 5: 15.3| model 6: 14.0| model 7: 16.7| 
-                                                           dL:  -18.78
-                                                           dm:    0.80
-                                                           dx:    0.14
+	model 1: 15.6| model 2: 16.0| model 3: 1.7| model 4: 20.4| model 5: 15.6| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.64
+                                                           dm:    0.04
+                                                           dx:    0.51
 Iteration 10
 	model frequencies (percent)
-	model 1: 16.5| model 2: 16.0| model 3: 0.6| model 4: 20.7| model 5: 15.4| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    3.91
-                                                           dm:    0.60
-                                                           dx:    1.00
+	model 1: 15.6| model 2: 16.0| model 3: 1.7| model 4: 20.3| model 5: 15.7| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.45
+                                                           dm:    0.04
+                                                           dx:    0.53
 Iteration 11
 	model frequencies (percent)
-	model 1: 16.5| model 2: 16.0| model 3: 0.6| model 4: 20.7| model 5: 15.5| model 6: 14.1| model 7: 16.7| 
-                                                           dL:    1.18
-                                                           dm:    0.05
-                                                           dx:    0.45
+	model 1: 15.5| model 2: 16.0| model 3: 1.7| model 4: 20.3| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.00
+                                                           dm:    0.02
+                                                           dx:    0.53
 Iteration 12
 	model frequencies (percent)
-	model 1: 16.4| model 2: 16.0| model 3: 0.6| model 4: 20.6| model 5: 15.6| model 6: 14.1| model 7: 16.7| 
-                                                           dL:    1.06
-                                                           dm:    0.04
-                                                           dx:    0.71
+	model 1: 16.0| model 2: 16.0| model 3: 1.7| model 4: 19.8| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.54
+                                                           dm:    0.49
+                                                           dx:    0.53
 Iteration 13
 	model frequencies (percent)
-	model 1: 16.4| model 2: 16.0| model 3: 0.7| model 4: 20.5| model 5: 15.7| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   11.25
-                                                           dm:    0.08
-                                                           dx:    0.88
+	model 1: 16.1| model 2: 15.9| model 3: 1.8| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.24
+                                                           dm:    0.11
+                                                           dx:    0.51
 Iteration 14
 	model frequencies (percent)
-	model 1: 16.2| model 2: 16.0| model 3: 1.4| model 4: 20.0| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.52
-                                                           dm:    0.53
-                                                           dx:    1.11
+	model 1: 16.1| model 2: 15.9| model 3: 1.8| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.14
+                                                           dm:    0.03
+                                                           dx:    0.49
 Iteration 15
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.6| model 4: 19.8| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.37
-                                                           dm:    0.23
-                                                           dx:    0.69
+	model 1: 16.1| model 2: 15.9| model 3: 1.8| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.10
+                                                           dm:    0.01
+                                                           dx:    0.46
 Iteration 16
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.22
-                                                           dm:    0.08
-                                                           dx:    0.61
+	model 1: 16.1| model 2: 15.9| model 3: 1.8| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.13
+                                                           dm:    0.01
+                                                           dx:    0.42
 Iteration 17
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.16
-                                                           dm:    0.03
-                                                           dx:    0.55
+	model 1: 16.1| model 2: 15.9| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -0.04
+                                                           dm:    0.04
+                                                           dx:    0.37
 Iteration 18
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.11
-                                                           dm:    0.01
-                                                           dx:    0.49
+	model 1: 16.1| model 2: 15.9| model 3: 1.8| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.04
+                                                           dm:    0.03
+                                                           dx:    0.33
 Iteration 19
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.08
-                                                           dm:    0.00
-                                                           dx:    0.42
+	model 1: 16.1| model 2: 15.9| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.04
+                                                           dm:    0.01
+                                                           dx:    0.28
 Iteration 20
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.05
+	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.36
+                                                           dx:    0.24
 Iteration 21
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.02
+	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.30
+                                                           dx:    0.20
 Iteration 22
 	model frequencies (percent)
 	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.03
-                                                           dm:    0.01
-                                                           dx:    0.24
+                                                           dL:    0.01
+                                                           dm:    0.00
+                                                           dx:    0.17
 Iteration 23
 	model frequencies (percent)
 	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.03
+                                                           dL:    0.00
                                                            dm:    0.00
-                                                           dx:    0.19
+                                                           dx:    0.14
 Iteration 24
 	model frequencies (percent)
 	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.01
-                                                           dm:    0.00
-                                                           dx:    0.15
-Iteration 25
-	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.01
+                                                           dL:    0.06
                                                            dm:    0.00
                                                            dx:    0.12
-Iteration 26
+Iteration 25
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
                                                            dL:    0.00
-                                                           dm:    0.00
+                                                           dm:    0.02
                                                            dx:    0.09
+Iteration 26
+	model frequencies (percent)
+	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -0.00
+                                                           dm:    0.01
+                                                           dx:    0.08
 Iteration 27
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
                                                            dL:    0.00
                                                            dm:    0.00
-                                                           dx:    0.07
+                                                           dx:    0.06
 Iteration 28
 	model frequencies (percent)
-	model 1: 16.1| model 2: 16.0| model 3: 1.7| model 4: 19.7| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.06
+	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.00
                                                            dm:    0.00
                                                            dx:    0.05
 Iteration 29
 	model frequencies (percent)
 	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.01
-                                                           dm:    0.04
+                                                           dL:    0.00
+                                                           dm:    0.00
                                                            dx:    0.04
 Iteration 30
 	model frequencies (percent)
 	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.00
-                                                           dm:    0.02
+                                                           dL:    0.00
+                                                           dm:    0.00
                                                            dx:    0.03
 Iteration 31
 	model frequencies (percent)
 	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.00
-                                                           dm:    0.01
+                                                           dL:    0.00
+                                                           dm:    0.00
                                                            dx:    0.02
 Iteration 32
 	model frequencies (percent)
 	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.00
+                                                           dL:    0.00
                                                            dm:    0.00
                                                            dx:    0.02
 Iteration 33
 	model frequencies (percent)
 	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.00
+                                                           dL:    0.00
                                                            dm:    0.00
-                                                           dx:    0.01
+                                                           dx:    0.02
 Iteration 34
+	model frequencies (percent)
+	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.01
+Iteration 35
 	model frequencies (percent)
 	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
                                                            dL:   -0.00
                                                            dm:    0.00
                                                            dx:    0.01
+Iteration 36
+	model frequencies (percent)
+	model 1: 16.1| model 2: 16.0| model 3: 1.8| model 4: 19.6| model 5: 15.8| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.06
+                                                           dm:    0.00
+                                                           dx:    0.01
                                                           Converged :]

hbi_output/1234/150_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 16:31:13
+Hierarchical Bayesian Inference                    2026-05-22 08:38:39
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,248 +17,134 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 59.6| model 2: 15.2| model 3: 9.6| model 4: 11.7| model 5: 1.3| model 6: 1.7| model 7: 0.8| 
-                                                           dL:  231.46
-                                                           dm:   40.40
-                                                           dx:    4.95
+	model 1: 51.0| model 2: 13.1| model 3: 4.1| model 4: 19.1| model 5: 4.1| model 6: 6.5| model 7: 2.0| 
+                                                           dL:  165.11
+                                                           dm:   48.99
+                                                           dx:    2.44
 Iteration 03
 	model frequencies (percent)
-	model 1: 63.6| model 2: 15.5| model 3: 5.7| model 4: 8.8| model 5: 1.4| model 6: 3.8| model 7: 1.2| 
-                                                           dL:   29.19
-                                                           dm:    4.04
-                                                           dx:    0.48
+	model 1: 57.9| model 2: 14.7| model 3: 3.8| model 4: 12.3| model 5: 2.5| model 6: 6.7| model 7: 2.0| 
+                                                           dL:   14.20
+                                                           dm:    6.91
+                                                           dx:    0.30
 Iteration 04
 	model frequencies (percent)
-	model 1: 63.2| model 2: 15.8| model 3: 3.3| model 4: 8.8| model 5: 1.6| model 6: 5.6| model 7: 1.7| 
-                                                           dL:   14.83
-                                                           dm:    0.44
-                                                           dx:    0.40
+	model 1: 60.7| model 2: 15.5| model 3: 3.4| model 4: 9.6| model 5: 2.1| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    5.32
+                                                           dm:    2.82
+                                                           dx:    0.23
 Iteration 05
 	model frequencies (percent)
-	model 1: 62.8| model 2: 16.0| model 3: 2.2| model 4: 8.9| model 5: 1.7| model 6: 6.4| model 7: 2.0| 
-                                                           dL:    7.57
-                                                           dm:    0.38
-                                                           dx:    0.40
+	model 1: 61.1| model 2: 15.8| model 3: 3.3| model 4: 9.3| model 5: 1.9| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    3.65
+                                                           dm:    0.40
+                                                           dx:    0.14
 Iteration 06
 	model frequencies (percent)
-	model 1: 62.7| model 2: 16.0| model 3: 2.2| model 4: 8.7| model 5: 1.8| model 6: 6.6| model 7: 2.0| 
-                                                           dL:    2.18
-                                                           dm:    0.15
-                                                           dx:    0.33
+	model 1: 61.2| model 2: 15.9| model 3: 3.8| model 4: 8.6| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:   -0.82
+                                                           dm:    0.06
+                                                           dx:    0.15
 Iteration 07
 	model frequencies (percent)
-	model 1: 62.7| model 2: 16.0| model 3: 2.1| model 4: 8.7| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    3.00
-                                                           dm:    0.07
-                                                           dx:    0.44
+	model 1: 61.5| model 2: 16.0| model 3: 3.4| model 4: 8.7| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    2.30
+                                                           dm:    0.30
+                                                           dx:    0.13
 Iteration 08
 	model frequencies (percent)
-	model 1: 62.3| model 2: 16.0| model 3: 2.6| model 4: 8.7| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   10.95
-                                                           dm:    0.43
-                                                           dx:    0.08
+	model 1: 61.5| model 2: 16.0| model 3: 3.5| model 4: 8.6| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.36
+                                                           dm:    0.01
+                                                           dx:    0.14
 Iteration 09
 	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -2.61
-                                                           dm:    0.63
-                                                           dx:    0.15
+	model 1: 61.6| model 2: 16.0| model 3: 3.5| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    3.06
+                                                           dm:    0.11
+                                                           dx:    0.12
 Iteration 10
 	model frequencies (percent)
-	model 1: 62.1| model 2: 16.0| model 3: 3.1| model 4: 8.4| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.40
-                                                           dm:    0.39
-                                                           dx:    0.18
+	model 1: 61.6| model 2: 16.0| model 3: 3.6| model 4: 8.4| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:   -0.17
+                                                           dm:    0.04
+                                                           dx:    0.05
 Iteration 11
 	model frequencies (percent)
-	model 1: 62.1| model 2: 16.0| model 3: 3.0| model 4: 8.4| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    4.82
-                                                           dm:    0.07
-                                                           dx:    0.19
+	model 1: 61.5| model 2: 16.0| model 3: 3.7| model 4: 8.3| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.70
+                                                           dm:    0.04
+                                                           dx:    0.06
 Iteration 12
 	model frequencies (percent)
-	model 1: 61.2| model 2: 16.0| model 3: 3.8| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -2.91
-                                                           dm:    0.92
-                                                           dx:    0.17
+	model 1: 61.6| model 2: 16.0| model 3: 3.8| model 4: 8.2| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.42
+                                                           dm:    0.05
+                                                           dx:    0.06
 Iteration 13
 	model frequencies (percent)
-	model 1: 61.2| model 2: 16.0| model 3: 3.7| model 4: 8.6| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -2.36
-                                                           dm:    0.03
-                                                           dx:    0.22
+	model 1: 61.5| model 2: 16.0| model 3: 3.9| model 4: 8.2| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.09
+                                                           dm:    0.09
+                                                           dx:    0.04
 Iteration 14
 	model frequencies (percent)
-	model 1: 61.8| model 2: 16.0| model 3: 3.3| model 4: 8.4| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    3.93
-                                                           dm:    0.59
-                                                           dx:    0.16
+	model 1: 61.5| model 2: 16.0| model 3: 3.9| model 4: 8.2| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    2.34
+                                                           dm:    0.03
+                                                           dx:    0.03
 Iteration 15
 	model frequencies (percent)
-	model 1: 61.4| model 2: 16.0| model 3: 3.7| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -4.33
+	model 1: 61.0| model 2: 16.0| model 3: 4.4| model 4: 8.2| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.24
                                                            dm:    0.47
-                                                           dx:    0.21
+                                                           dx:    0.03
 Iteration 16
 	model frequencies (percent)
-	model 1: 61.9| model 2: 16.0| model 3: 3.3| model 4: 8.4| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    2.58
-                                                           dm:    0.51
-                                                           dx:    0.22
+	model 1: 60.9| model 2: 16.0| model 3: 4.4| model 4: 8.1| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.11
+                                                           dm:    0.05
+                                                           dx:    0.03
 Iteration 17
 	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.5| model 4: 8.3| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -0.74
-                                                           dm:    0.14
-                                                           dx:    0.15
+	model 1: 60.9| model 2: 16.0| model 3: 4.5| model 4: 8.1| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.09
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 18
 	model frequencies (percent)
-	model 1: 61.9| model 2: 16.0| model 3: 3.3| model 4: 8.4| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -0.21
-                                                           dm:    0.18
-                                                           dx:    0.14
+	model 1: 60.9| model 2: 16.0| model 3: 4.5| model 4: 8.0| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.02
+                                                           dm:    0.00
+                                                           dx:    0.02
 Iteration 19
 	model frequencies (percent)
-	model 1: 62.1| model 2: 16.0| model 3: 3.1| model 4: 8.4| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    1.84
-                                                           dm:    0.14
-                                                           dx:    0.08
+	model 1: 61.0| model 2: 16.0| model 3: 4.5| model 4: 8.0| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.04
+                                                           dm:    0.03
+                                                           dx:    0.02
 Iteration 20
 	model frequencies (percent)
-	model 1: 62.0| model 2: 16.0| model 3: 3.1| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -0.07
-                                                           dm:    0.05
-                                                           dx:    0.32
-Iteration 21
-	model frequencies (percent)
-	model 1: 62.1| model 2: 16.0| model 3: 3.0| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -6.29
-                                                           dm:    0.06
-                                                           dx:    0.23
-Iteration 22
-	model frequencies (percent)
-	model 1: 62.5| model 2: 16.0| model 3: 2.5| model 4: 8.6| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    2.74
-                                                           dm:    0.45
-                                                           dx:    0.24
-Iteration 23
-	model frequencies (percent)
-	model 1: 62.3| model 2: 15.9| model 3: 2.7| model 4: 8.6| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    4.26
-                                                           dm:    0.26
-                                                           dx:    0.20
-Iteration 24
-	model frequencies (percent)
-	model 1: 61.8| model 2: 15.9| model 3: 3.2| model 4: 8.6| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.55
-                                                           dm:    0.41
-                                                           dx:    0.11
-Iteration 25
-	model frequencies (percent)
-	model 1: 61.7| model 2: 15.9| model 3: 3.3| model 4: 8.6| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.68
-                                                           dm:    0.11
-                                                           dx:    0.08
-Iteration 26
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -0.31
-                                                           dm:    0.02
-                                                           dx:    0.12
-Iteration 27
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.30
-                                                           dm:    0.00
-                                                           dx:    0.08
-Iteration 28
-	model frequencies (percent)
-	model 1: 61.6| model 2: 16.0| model 3: 3.5| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.69
-                                                           dm:    0.07
-                                                           dx:    0.13
-Iteration 29
-	model frequencies (percent)
-	model 1: 61.6| model 2: 16.0| model 3: 3.5| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -0.58
-                                                           dm:    0.04
-                                                           dx:    0.18
-Iteration 30
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+	model 1: 61.0| model 2: 16.0| model 3: 4.5| model 4: 8.0| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
                                                            dL:    0.05
-                                                           dm:    0.08
-                                                           dx:    0.07
-Iteration 31
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.03
-                                                           dm:    0.01
-                                                           dx:    0.06
-Iteration 32
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.03
-                                                           dm:    0.01
-                                                           dx:    0.06
-Iteration 33
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.05
-                                                           dm:    0.01
-                                                           dx:    0.06
-Iteration 34
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.52
-                                                           dm:    0.01
-                                                           dx:    0.06
-Iteration 35
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -0.52
                                                            dm:    0.01
-                                                           dx:    0.10
-Iteration 36
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.04
-                                                           dm:    0.00
-                                                           dx:    0.06
-Iteration 37
+                                                           dx:    0.02
+Iteration 21
 	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+	model 1: 61.0| model 2: 16.0| model 3: 4.6| model 4: 8.0| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
                                                            dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.05
-Iteration 38
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.53
-                                                           dm:    0.01
-                                                           dx:    0.05
-Iteration 39
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:   -0.53
-                                                           dm:    0.00
-                                                           dx:    0.09
-Iteration 40
+                                                           dx:    0.01
+Iteration 22
 	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.02
+	model 1: 61.0| model 2: 16.0| model 3: 4.6| model 4: 7.9| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+                                                           dL:    0.01
                                                            dm:    0.01
-                                                           dx:    0.05
-Iteration 41
-	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.04
-Iteration 42
+                                                           dx:    0.01
+Iteration 23
 	model frequencies (percent)
-	model 1: 61.7| model 2: 16.0| model 3: 3.4| model 4: 8.5| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
+	model 1: 61.0| model 2: 16.0| model 3: 4.6| model 4: 7.9| model 5: 1.8| model 6: 6.7| model 7: 2.0| 
                                                            dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.03
-Iteration 43
+                                                           dm:    0.01
+                                                           dx:    0.01
+                                                          Converged :]

hbi_output/1234/150_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 16:30:49
+Hierarchical Bayesian Inference                    2026-05-22 08:44:37
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,236 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 33.1| model 2: 13.6| model 3: 14.9| model 4: 24.4| model 5: 7.8| model 6: 2.7| model 7: 3.5| 
-                                                           dL:  180.97
-                                                           dm:   66.94
-                                                           dx:   10.37
+	model 1: 20.6| model 2: 11.8| model 3: 4.0| model 4: 27.2| model 5: 11.7| model 6: 11.2| model 7: 13.5| 
+                                                           dL:  111.56
+                                                           dm:   72.78
+                                                           dx:    7.46
 Iteration 03
 	model frequencies (percent)
-	model 1: 26.5| model 2: 12.1| model 3: 9.9| model 4: 24.2| model 5: 10.9| model 6: 6.8| model 7: 9.6| 
-                                                           dL:   72.02
-                                                           dm:    6.58
-                                                           dx:    0.77
+	model 1: 20.1| model 2: 11.4| model 3: 3.2| model 4: 26.7| model 5: 12.1| model 6: 11.9| model 7: 14.6| 
+                                                           dL:   26.67
+                                                           dm:    0.53
+                                                           dx:    0.83
 Iteration 04
 	model frequencies (percent)
-	model 1: 20.8| model 2: 11.9| model 3: 3.4| model 4: 28.0| model 5: 11.8| model 6: 10.3| model 7: 13.7| 
-                                                           dL:   53.07
-                                                           dm:    3.79
-                                                           dx:    0.47
+	model 1: 21.3| model 2: 11.8| model 3: 2.6| model 4: 25.5| model 5: 12.1| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   10.06
+                                                           dm:    1.21
+                                                           dx:    0.33
 Iteration 05
 	model frequencies (percent)
-	model 1: 21.2| model 2: 12.1| model 3: 0.9| model 4: 27.5| model 5: 12.0| model 6: 11.7| model 7: 14.6| 
-                                                           dL:   24.56
-                                                           dm:    0.45
-                                                           dx:    0.31
+	model 1: 21.8| model 2: 12.0| model 3: 2.6| model 4: 24.8| model 5: 12.1| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    2.72
+                                                           dm:    0.65
+                                                           dx:    0.34
 Iteration 06
 	model frequencies (percent)
-	model 1: 21.8| model 2: 12.0| model 3: 0.0| model 4: 27.4| model 5: 12.1| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   24.19
-                                                           dm:    0.14
-                                                           dx:    0.29
+	model 1: 22.0| model 2: 12.0| model 3: 2.6| model 4: 24.6| model 5: 12.1| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   25.45
+                                                           dm:    0.20
+                                                           dx:    0.41
 Iteration 07
 	model frequencies (percent)
-	model 1: 21.8| model 2: 12.0| model 3: 0.7| model 4: 26.8| model 5: 12.1| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   12.13
-                                                           dm:    0.64
-                                                           dx:    3.55
+	model 1: 21.2| model 2: 11.3| model 3: 3.6| model 4: 25.1| model 5: 12.1| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    5.05
+                                                           dm:    0.50
+                                                           dx:    0.44
 Iteration 08
 	model frequencies (percent)
-	model 1: 21.7| model 2: 12.0| model 3: 1.6| model 4: 26.0| model 5: 12.1| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   20.95
-                                                           dm:    0.74
-                                                           dx:    0.69
+	model 1: 21.1| model 2: 11.1| model 3: 2.8| model 4: 26.1| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    5.31
+                                                           dm:    1.01
+                                                           dx:    0.25
 Iteration 09
 	model frequencies (percent)
-	model 1: 21.7| model 2: 11.3| model 3: 1.3| model 4: 26.9| model 5: 12.1| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   14.42
-                                                           dm:    0.84
-                                                           dx:    0.42
+	model 1: 21.0| model 2: 11.0| model 3: 2.4| model 4: 26.8| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    7.93
+                                                           dm:    0.63
+                                                           dx:    0.13
 Iteration 10
 	model frequencies (percent)
-	model 1: 21.4| model 2: 11.0| model 3: 2.3| model 4: 26.4| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -4.98
-                                                           dm:    0.47
-                                                           dx:    0.51
+	model 1: 20.8| model 2: 10.9| model 3: 3.1| model 4: 26.3| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -2.60
+                                                           dm:    0.50
+                                                           dx:    0.15
 Iteration 11
 	model frequencies (percent)
-	model 1: 21.5| model 2: 11.0| model 3: 2.0| model 4: 26.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    4.65
-                                                           dm:    0.24
-                                                           dx:    0.33
+	model 1: 20.8| model 2: 10.9| model 3: 3.3| model 4: 26.1| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   10.14
+                                                           dm:    0.15
+                                                           dx:    0.08
 Iteration 12
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.0| model 4: 26.7| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -4.20
-                                                           dm:    0.06
-                                                           dx:    0.61
+	model 1: 20.8| model 2: 10.9| model 3: 3.5| model 4: 25.9| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    0.21
+                                                           dm:    0.17
+                                                           dx:    0.15
 Iteration 13
 	model frequencies (percent)
-	model 1: 21.6| model 2: 10.9| model 3: 1.5| model 4: 27.1| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    2.48
-                                                           dm:    0.41
-                                                           dx:    0.26
+	model 1: 20.8| model 2: 10.9| model 3: 3.5| model 4: 25.9| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -4.04
+                                                           dm:    0.02
+                                                           dx:    0.03
 Iteration 14
 	model frequencies (percent)
-	model 1: 21.4| model 2: 10.9| model 3: 2.6| model 4: 26.3| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    3.82
-                                                           dm:    0.82
-                                                           dx:    0.33
+	model 1: 20.8| model 2: 10.9| model 3: 3.5| model 4: 25.9| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -0.28
+                                                           dm:    0.00
+                                                           dx:    0.15
 Iteration 15
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.2| model 4: 26.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -9.03
-                                                           dm:    0.27
-                                                           dx:    0.29
+	model 1: 20.7| model 2: 10.9| model 3: 4.0| model 4: 25.4| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -0.03
+                                                           dm:    0.47
+                                                           dx:    0.14
 Iteration 16
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.0| model 4: 26.7| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    1.30
-                                                           dm:    0.13
-                                                           dx:    0.35
+	model 1: 20.6| model 2: 11.0| model 3: 4.2| model 4: 25.3| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    0.82
+                                                           dm:    0.19
+                                                           dx:    0.03
 Iteration 17
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.0| model 4: 26.7| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   11.65
-                                                           dm:    0.04
-                                                           dx:    0.67
+	model 1: 20.6| model 2: 11.0| model 3: 4.3| model 4: 25.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    1.19
+                                                           dm:    0.05
+                                                           dx:    0.07
 Iteration 18
 	model frequencies (percent)
-	model 1: 21.4| model 2: 10.9| model 3: 2.7| model 4: 26.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -3.96
-                                                           dm:    0.56
-                                                           dx:    0.21
+	model 1: 20.6| model 2: 11.0| model 3: 4.3| model 4: 25.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -2.30
+                                                           dm:    0.02
+                                                           dx:    0.08
 Iteration 19
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.1| model 4: 26.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -6.68
-                                                           dm:    0.42
-                                                           dx:    0.58
+	model 1: 20.6| model 2: 11.0| model 3: 4.3| model 4: 25.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    1.04
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 20
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.0| model 4: 26.7| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    7.49
-                                                           dm:    0.10
-                                                           dx:    0.25
+	model 1: 20.6| model 2: 11.0| model 3: 4.3| model 4: 25.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -1.63
+                                                           dm:    0.01
+                                                           dx:    0.09
 Iteration 21
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.1| model 4: 26.7| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -1.58
+	model 1: 20.6| model 2: 11.0| model 3: 4.3| model 4: 25.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    1.96
                                                            dm:    0.02
-                                                           dx:    0.12
+                                                           dx:    0.05
 Iteration 22
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.1| model 4: 26.7| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -5.93
-                                                           dm:    0.00
-                                                           dx:    0.04
+	model 1: 20.6| model 2: 11.0| model 3: 4.3| model 4: 25.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    0.26
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 23
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.0| model 4: 26.7| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   10.07
-                                                           dm:    0.05
+	model 1: 20.6| model 2: 11.0| model 3: 4.3| model 4: 25.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -3.14
+                                                           dm:    0.03
                                                            dx:    0.08
 Iteration 24
 	model frequencies (percent)
-	model 1: 21.4| model 2: 10.9| model 3: 2.7| model 4: 26.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -4.05
-                                                           dm:    0.54
-                                                           dx:    0.08
+	model 1: 20.5| model 2: 11.0| model 3: 4.4| model 4: 25.1| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -0.03
+                                                           dm:    0.14
+                                                           dx:    0.15
 Iteration 25
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.3| model 4: 26.4| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -6.01
-                                                           dm:    0.26
-                                                           dx:    0.08
+	model 1: 20.6| model 2: 11.0| model 3: 4.0| model 4: 25.5| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:  -12.07
+                                                           dm:    0.41
+                                                           dx:    0.03
 Iteration 26
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.2| model 4: 26.5| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    2.14
-                                                           dm:    0.09
-                                                           dx:    0.04
+	model 1: 21.0| model 2: 11.0| model 3: 3.5| model 4: 25.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -4.75
+                                                           dm:    0.10
+                                                           dx:    0.05
 Iteration 27
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 1.9| model 4: 26.8| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -1.78
-                                                           dm:    0.29
+	model 1: 21.5| model 2: 11.0| model 3: 2.5| model 4: 26.1| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    2.83
+                                                           dm:    0.53
                                                            dx:    0.09
 Iteration 28
 	model frequencies (percent)
-	model 1: 21.6| model 2: 10.9| model 3: 1.5| model 4: 27.1| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:  -16.05
-                                                           dm:    0.30
-                                                           dx:    0.16
+	model 1: 21.6| model 2: 10.9| model 3: 2.1| model 4: 26.5| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -3.87
+                                                           dm:    0.36
+                                                           dx:    0.46
 Iteration 29
 	model frequencies (percent)
-	model 1: 21.7| model 2: 10.9| model 3: 1.4| model 4: 27.3| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   17.30
-                                                           dm:    0.14
-                                                           dx:    0.37
+	model 1: 21.6| model 2: 10.9| model 3: 1.6| model 4: 27.0| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   12.03
+                                                           dm:    0.52
+                                                           dx:    0.40
 Iteration 30
 	model frequencies (percent)
-	model 1: 21.7| model 2: 10.8| model 3: 1.3| model 4: 27.3| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    0.79
-                                                           dm:    0.04
-                                                           dx:    0.90
+	model 1: 21.5| model 2: 10.9| model 3: 2.7| model 4: 26.1| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -3.51
+                                                           dm:    0.95
+                                                           dx:    0.27
 Iteration 31
 	model frequencies (percent)
-	model 1: 21.6| model 2: 10.8| model 3: 1.8| model 4: 27.0| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    0.12
-                                                           dm:    0.34
-                                                           dx:    1.38
+	model 1: 21.7| model 2: 10.9| model 3: 2.1| model 4: 26.4| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -8.34
+                                                           dm:    0.29
+                                                           dx:    0.42
 Iteration 32
 	model frequencies (percent)
-	model 1: 21.4| model 2: 10.9| model 3: 2.8| model 4: 26.1| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -0.39
-                                                           dm:    0.86
-                                                           dx:    0.18
+	model 1: 21.8| model 2: 10.9| model 3: 1.6| model 4: 26.9| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    0.34
+                                                           dm:    0.50
+                                                           dx:    0.20
 Iteration 33
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.1| model 4: 26.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    3.23
-                                                           dm:    0.47
-                                                           dx:    0.12
+	model 1: 21.8| model 2: 10.8| model 3: 1.4| model 4: 27.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    5.30
+                                                           dm:    0.31
+                                                           dx:    0.39
 Iteration 34
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.4| model 4: 26.4| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -3.83
-                                                           dm:    0.18
-                                                           dx:    0.08
+	model 1: 21.0| model 2: 10.8| model 3: 2.0| model 4: 27.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   18.61
+                                                           dm:    0.07
+                                                           dx:    0.99
 Iteration 35
 	model frequencies (percent)
-	model 1: 21.4| model 2: 10.9| model 3: 2.8| model 4: 26.0| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    5.77
-                                                           dm:    0.42
-                                                           dx:    0.40
+	model 1: 20.6| model 2: 10.8| model 3: 4.0| model 4: 25.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -1.40
+                                                           dm:    1.62
+                                                           dx:    0.42
 Iteration 36
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.8| model 4: 25.9| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -6.25
-                                                           dm:    0.03
-                                                           dx:    0.40
+	model 1: 20.7| model 2: 10.9| model 3: 3.8| model 4: 25.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:  -14.16
+                                                           dm:    0.01
+                                                           dx:    0.07
 Iteration 37
 	model frequencies (percent)
-	model 1: 21.5| model 2: 10.9| model 3: 2.7| model 4: 26.0| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    1.61
-                                                           dm:    0.03
-                                                           dx:    0.38
+	model 1: 21.4| model 2: 11.0| model 3: 2.9| model 4: 25.9| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -0.42
+                                                           dm:    0.24
+                                                           dx:    0.20
 Iteration 38
 	model frequencies (percent)
-	model 1: 21.7| model 2: 10.9| model 3: 2.0| model 4: 26.5| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -5.86
-                                                           dm:    0.54
-                                                           dx:    0.52
+	model 1: 21.7| model 2: 10.9| model 3: 2.2| model 4: 26.3| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -5.60
+                                                           dm:    0.43
+                                                           dx:    0.48
 Iteration 39
 	model frequencies (percent)
-	model 1: 21.7| model 2: 10.9| model 3: 1.9| model 4: 26.7| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:    6.15
-                                                           dm:    0.17
-                                                           dx:    0.48
+	model 1: 21.8| model 2: 10.9| model 3: 2.1| model 4: 26.4| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -3.42
+                                                           dm:    0.08
+                                                           dx:    0.14
 Iteration 40
 	model frequencies (percent)
-	model 1: 21.6| model 2: 10.8| model 3: 1.9| model 4: 26.8| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
-                                                           dL:   -3.78
-                                                           dm:    0.10
-                                                           dx:    0.24
+	model 1: 21.8| model 2: 10.8| model 3: 1.6| model 4: 26.9| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    1.26
+                                                           dm:    0.46
+                                                           dx:    0.13
 Iteration 41
+	model frequencies (percent)
+	model 1: 21.7| model 2: 10.8| model 3: 1.7| model 4: 26.9| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   13.14
+                                                           dm:    0.05
+                                                           dx:    0.66
+Iteration 42
+	model frequencies (percent)
+	model 1: 20.8| model 2: 10.9| model 3: 3.3| model 4: 26.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -4.41
+                                                           dm:    0.69
+                                                           dx:    0.22
+Iteration 43
+	model frequencies (percent)
+	model 1: 20.6| model 2: 10.9| model 3: 3.8| model 4: 25.8| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    8.15
+                                                           dm:    0.44
+                                                           dx:    0.08
+Iteration 44
+	model frequencies (percent)
+	model 1: 20.6| model 2: 11.0| model 3: 3.4| model 4: 26.2| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -2.55
+                                                           dm:    0.39
+                                                           dx:    0.20
+Iteration 45
+	model frequencies (percent)
+	model 1: 21.2| model 2: 11.0| model 3: 3.3| model 4: 25.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:    0.02
+                                                           dm:    0.57
+                                                           dx:    0.12
+Iteration 46
+	model frequencies (percent)
+	model 1: 20.8| model 2: 11.0| model 3: 3.8| model 4: 25.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -0.87
+                                                           dm:    0.03
+                                                           dx:    0.20
+Iteration 47
+	model frequencies (percent)
+	model 1: 21.3| model 2: 11.0| model 3: 4.0| model 4: 24.9| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -3.68
+                                                           dm:    0.75
+                                                           dx:    0.11
+Iteration 48
+	model frequencies (percent)
+	model 1: 21.7| model 2: 11.0| model 3: 3.2| model 4: 25.3| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:  -10.98
+                                                           dm:    0.41
+                                                           dx:    0.14
+Iteration 49
+	model frequencies (percent)
+	model 1: 21.9| model 2: 10.9| model 3: 1.7| model 4: 26.7| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   11.54
+                                                           dm:    1.40
+                                                           dx:    0.13
+Iteration 50
+	model frequencies (percent)
+	model 1: 20.9| model 2: 10.9| model 3: 2.7| model 4: 26.6| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -4.84
+                                                           dm:    0.11
+                                                           dx:    0.18
+Iteration 51
+	model frequencies (percent)
+	model 1: 20.8| model 2: 10.9| model 3: 3.1| model 4: 26.3| model 5: 12.2| model 6: 12.0| model 7: 14.7| 
+                                                           dL:   -2.34
+                                                           dm:    0.28
+                                                           dx:    0.11

hbi_output/1234/150_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 16:31:42
+Hierarchical Bayesian Inference                    2026-05-22 08:55:55
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,176 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 59.6| model 2: 14.2| model 3: 8.0| model 4: 14.1| model 5: 0.7| model 6: 2.2| model 7: 1.2| 
-                                                           dL:  207.06
-                                                           dm:   40.44
-                                                           dx:   13.87
+	model 1: 53.5| model 2: 12.6| model 3: 1.4| model 4: 21.5| model 5: 3.2| model 6: 5.3| model 7: 2.7| 
+                                                           dL:  192.02
+                                                           dm:   46.55
+                                                           dx:   10.38
 Iteration 03
 	model frequencies (percent)
-	model 1: 64.1| model 2: 14.2| model 3: 3.4| model 4: 11.2| model 5: 0.5| model 6: 4.4| model 7: 2.1| 
-                                                           dL:   22.23
-                                                           dm:    4.53
-                                                           dx:    0.55
+	model 1: 59.2| model 2: 14.2| model 3: 2.0| model 4: 15.2| model 5: 1.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   25.37
+                                                           dm:    5.71
+                                                           dx:    0.38
 Iteration 04
 	model frequencies (percent)
-	model 1: 65.0| model 2: 14.3| model 3: 1.6| model 4: 10.9| model 5: 0.5| model 6: 5.2| model 7: 2.6| 
-                                                           dL:   38.49
-                                                           dm:    0.91
-                                                           dx:    0.27
+	model 1: 60.9| model 2: 14.1| model 3: 3.3| model 4: 12.8| model 5: 0.9| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    4.26
+                                                           dm:    1.71
+                                                           dx:    0.22
 Iteration 05
 	model frequencies (percent)
-	model 1: 63.1| model 2: 15.0| model 3: 3.4| model 4: 10.1| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   20.48
-                                                           dm:    1.95
-                                                           dx:    0.35
+	model 1: 62.3| model 2: 14.3| model 3: 2.7| model 4: 12.1| model 5: 0.7| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    5.95
+                                                           dm:    1.38
+                                                           dx:    0.18
 Iteration 06
 	model frequencies (percent)
-	model 1: 63.4| model 2: 15.0| model 3: 2.3| model 4: 10.8| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:    1.19
-                                                           dm:    0.33
-                                                           dx:    0.33
+	model 1: 62.6| model 2: 14.9| model 3: 2.8| model 4: 11.1| model 5: 0.6| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -4.04
+                                                           dm:    0.37
+                                                           dx:    0.12
 Iteration 07
 	model frequencies (percent)
-	model 1: 63.2| model 2: 15.0| model 3: 2.4| model 4: 10.9| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:    2.34
-                                                           dm:    0.19
-                                                           dx:    0.19
+	model 1: 63.0| model 2: 15.0| model 3: 2.7| model 4: 10.8| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -7.65
+                                                           dm:    0.35
+                                                           dx:    0.12
 Iteration 08
 	model frequencies (percent)
-	model 1: 63.2| model 2: 15.0| model 3: 2.7| model 4: 10.7| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   -2.06
-                                                           dm:    0.04
-                                                           dx:    0.16
+	model 1: 63.1| model 2: 15.0| model 3: 2.7| model 4: 10.7| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -1.50
+                                                           dm:    0.12
+                                                           dx:    0.09
 Iteration 09
 	model frequencies (percent)
-	model 1: 63.2| model 2: 15.0| model 3: 2.3| model 4: 11.1| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   15.19
-                                                           dm:    0.05
-                                                           dx:    0.09
+	model 1: 63.2| model 2: 15.0| model 3: 2.5| model 4: 10.8| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    3.56
+                                                           dm:    0.06
+                                                           dx:    0.10
 Iteration 10
 	model frequencies (percent)
-	model 1: 63.1| model 2: 15.0| model 3: 2.0| model 4: 11.4| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:  -15.53
-                                                           dm:    0.09
-                                                           dx:    0.24
+	model 1: 63.1| model 2: 15.0| model 3: 2.0| model 4: 11.4| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -3.56
+                                                           dm:    0.01
+                                                           dx:    0.13
 Iteration 11
 	model frequencies (percent)
-	model 1: 63.0| model 2: 15.0| model 3: 2.0| model 4: 11.6| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:  -10.53
-                                                           dm:    0.11
-                                                           dx:    0.15
+	model 1: 63.1| model 2: 15.0| model 3: 1.7| model 4: 11.8| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    4.10
+                                                           dm:    0.07
+                                                           dx:    0.19
 Iteration 12
 	model frequencies (percent)
-	model 1: 63.0| model 2: 15.0| model 3: 1.6| model 4: 12.0| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:    8.62
-                                                           dm:    0.01
-                                                           dx:    0.43
+	model 1: 62.5| model 2: 15.0| model 3: 2.0| model 4: 12.1| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -2.18
+                                                           dm:    0.61
+                                                           dx:    0.34
 Iteration 13
 	model frequencies (percent)
-	model 1: 62.5| model 2: 15.0| model 3: 1.9| model 4: 12.2| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:    3.49
-                                                           dm:    0.55
-                                                           dx:    0.70
+	model 1: 62.3| model 2: 15.0| model 3: 2.0| model 4: 12.2| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    3.11
+                                                           dm:    0.15
+                                                           dx:    0.17
 Iteration 14
 	model frequencies (percent)
-	model 1: 62.8| model 2: 15.0| model 3: 1.3| model 4: 12.4| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   14.54
-                                                           dm:    0.32
-                                                           dx:    0.20
+	model 1: 62.7| model 2: 14.4| model 3: 2.0| model 4: 12.4| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    5.67
+                                                           dm:    0.36
+                                                           dx:    0.63
 Iteration 15
 	model frequencies (percent)
-	model 1: 62.6| model 2: 14.4| model 3: 2.7| model 4: 11.9| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:    0.88
-                                                           dm:    0.19
-                                                           dx:    0.67
+	model 1: 62.2| model 2: 15.0| model 3: 3.0| model 4: 11.4| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -1.85
+                                                           dm:    0.52
+                                                           dx:    0.12
 Iteration 16
 	model frequencies (percent)
-	model 1: 62.7| model 2: 14.4| model 3: 2.8| model 4: 11.6| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   -8.03
-                                                           dm:    0.14
-                                                           dx:    0.15
+	model 1: 62.4| model 2: 15.0| model 3: 2.8| model 4: 11.3| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -5.08
+                                                           dm:    0.24
+                                                           dx:    0.09
 Iteration 17
 	model frequencies (percent)
-	model 1: 62.9| model 2: 15.0| model 3: 2.4| model 4: 11.2| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
-                                                           dL:    4.91
-                                                           dm:    0.17
-                                                           dx:    0.22
+	model 1: 62.5| model 2: 15.0| model 3: 2.3| model 4: 11.6| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    3.89
+                                                           dm:    0.15
+                                                           dx:    0.12
 Iteration 18
 	model frequencies (percent)
-	model 1: 62.9| model 2: 14.4| model 3: 2.7| model 4: 11.5| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   -5.32
-                                                           dm:    0.03
-                                                           dx:    0.21
+	model 1: 62.5| model 2: 15.0| model 3: 2.1| model 4: 12.0| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:  -10.32
+                                                           dm:    0.09
+                                                           dx:    0.17
 Iteration 19
 	model frequencies (percent)
-	model 1: 62.9| model 2: 15.0| model 3: 2.3| model 4: 11.3| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   -5.10
-                                                           dm:    0.02
-                                                           dx:    0.26
+	model 1: 62.8| model 2: 15.0| model 3: 1.4| model 4: 12.3| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    7.99
+                                                           dm:    0.38
+                                                           dx:    0.29
 Iteration 20
 	model frequencies (percent)
-	model 1: 63.0| model 2: 15.0| model 3: 2.0| model 4: 11.5| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:    4.56
-                                                           dm:    0.05
-                                                           dx:    0.28
+	model 1: 62.7| model 2: 14.4| model 3: 2.0| model 4: 12.4| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    5.26
+                                                           dm:    0.14
+                                                           dx:    0.70
 Iteration 21
 	model frequencies (percent)
-	model 1: 62.9| model 2: 14.4| model 3: 2.4| model 4: 11.9| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   -2.63
-                                                           dm:    0.09
-                                                           dx:    0.50
+	model 1: 62.2| model 2: 15.0| model 3: 2.9| model 4: 11.5| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -8.06
+                                                           dm:    0.53
+                                                           dx:    0.14
 Iteration 22
 	model frequencies (percent)
-	model 1: 62.8| model 2: 15.0| model 3: 2.1| model 4: 11.6| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   17.26
-                                                           dm:    0.05
-                                                           dx:    0.29
+	model 1: 62.9| model 2: 15.0| model 3: 2.4| model 4: 11.3| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   22.06
+                                                           dm:    0.70
+                                                           dx:    0.20
 Iteration 23
 	model frequencies (percent)
-	model 1: 62.8| model 2: 14.4| model 3: 2.7| model 4: 11.7| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:  -10.15
+	model 1: 62.9| model 2: 14.4| model 3: 2.7| model 4: 11.5| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:  -16.58
                                                            dm:    0.03
-                                                           dx:    0.28
+                                                           dx:    0.34
 Iteration 24
 	model frequencies (percent)
-	model 1: 62.9| model 2: 15.0| model 3: 2.4| model 4: 11.3| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   12.47
-                                                           dm:    0.08
-                                                           dx:    0.24
+	model 1: 62.9| model 2: 15.0| model 3: 2.6| model 4: 11.1| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -2.13
+                                                           dm:    0.04
+                                                           dx:    0.16
 Iteration 25
 	model frequencies (percent)
-	model 1: 62.9| model 2: 14.4| model 3: 2.8| model 4: 11.5| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:  -15.25
-                                                           dm:    0.01
-                                                           dx:    0.24
+	model 1: 63.0| model 2: 14.4| model 3: 2.7| model 4: 11.4| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    4.91
+                                                           dm:    0.05
+                                                           dx:    0.18
 Iteration 26
 	model frequencies (percent)
 	model 1: 63.0| model 2: 15.0| model 3: 2.5| model 4: 11.1| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   -1.14
-                                                           dm:    0.04
-                                                           dx:    0.19
+                                                           dL:   10.41
+                                                           dm:    0.00
+                                                           dx:    0.17
 Iteration 27
 	model frequencies (percent)
-	model 1: 63.1| model 2: 15.0| model 3: 2.1| model 4: 11.4| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   14.27
-                                                           dm:    0.10
-                                                           dx:    0.13
+	model 1: 63.0| model 2: 13.8| model 3: 3.6| model 4: 11.2| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    2.04
+                                                           dm:    0.01
+                                                           dx:    0.34
 Iteration 28
 	model frequencies (percent)
-	model 1: 62.9| model 2: 14.4| model 3: 2.7| model 4: 11.6| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:  -14.85
-                                                           dm:    0.15
-                                                           dx:    0.28
+	model 1: 62.5| model 2: 15.0| model 3: 3.4| model 4: 10.7| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -3.42
+                                                           dm:    0.47
+                                                           dx:    0.11
 Iteration 29
 	model frequencies (percent)
-	model 1: 62.9| model 2: 15.0| model 3: 2.4| model 4: 11.2| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:    0.03
+	model 1: 62.5| model 2: 15.0| model 3: 3.4| model 4: 10.6| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:  -11.53
+                                                           dm:    0.06
+                                                           dx:    0.08
+Iteration 30
+	model frequencies (percent)
+	model 1: 63.1| model 2: 15.0| model 3: 2.6| model 4: 10.7| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    6.01
+                                                           dm:    0.60
+                                                           dx:    0.20
+Iteration 31
+	model frequencies (percent)
+	model 1: 63.1| model 2: 14.4| model 3: 2.8| model 4: 11.2| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:  -10.00
+                                                           dm:    0.05
+                                                           dx:    0.25
+Iteration 32
+	model frequencies (percent)
+	model 1: 63.0| model 2: 15.0| model 3: 2.5| model 4: 11.0| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    9.91
+                                                           dm:    0.05
+                                                           dx:    0.19
+Iteration 33
+	model frequencies (percent)
+	model 1: 63.0| model 2: 14.4| model 3: 2.7| model 4: 11.4| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    1.59
+                                                           dm:    0.02
+                                                           dx:    0.22
+Iteration 34
+	model frequencies (percent)
+	model 1: 62.5| model 2: 15.0| model 3: 3.1| model 4: 11.0| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -2.63
+                                                           dm:    0.56
+                                                           dx:    0.10
+Iteration 35
+	model frequencies (percent)
+	model 1: 62.5| model 2: 15.0| model 3: 3.2| model 4: 10.8| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:  -14.57
                                                            dm:    0.03
+                                                           dx:    0.08
+Iteration 36
+	model frequencies (percent)
+	model 1: 63.1| model 2: 15.0| model 3: 2.4| model 4: 11.0| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   27.98
+                                                           dm:    0.59
+                                                           dx:    0.16
+Iteration 37
+	model frequencies (percent)
+	model 1: 63.0| model 2: 13.9| model 3: 3.3| model 4: 11.4| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -2.24
+                                                           dm:    0.08
+                                                           dx:    0.40
+Iteration 38
+	model frequencies (percent)
+	model 1: 62.5| model 2: 15.0| model 3: 3.4| model 4: 10.8| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -3.31
+                                                           dm:    0.56
+                                                           dx:    0.11
+Iteration 39
+	model frequencies (percent)
+	model 1: 62.6| model 2: 15.0| model 3: 3.3| model 4: 10.6| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:  -11.54
+                                                           dm:    0.11
+                                                           dx:    0.09
+Iteration 40
+	model frequencies (percent)
+	model 1: 63.1| model 2: 15.0| model 3: 2.6| model 4: 10.7| model 5: 0.5| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    8.77
+                                                           dm:    0.58
+                                                           dx:    0.19
+Iteration 41
+	model frequencies (percent)
+	model 1: 63.1| model 2: 13.8| model 3: 3.4| model 4: 11.2| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -3.54
+                                                           dm:    0.05
+                                                           dx:    0.39
+Iteration 42
+	model frequencies (percent)
+	model 1: 63.0| model 2: 15.0| model 3: 2.7| model 4: 10.8| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -5.39
+                                                           dm:    0.06
+                                                           dx:    0.20
+Iteration 43
+	model frequencies (percent)
+	model 1: 63.1| model 2: 15.0| model 3: 2.4| model 4: 10.9| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   16.21
+                                                           dm:    0.11
+                                                           dx:    0.09
+Iteration 44
+	model frequencies (percent)
+	model 1: 63.0| model 2: 14.4| model 3: 2.7| model 4: 11.4| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -4.28
+                                                           dm:    0.10
                                                            dx:    0.13
-Iteration 30
+Iteration 45
 	model frequencies (percent)
-	model 1: 63.0| model 2: 15.0| model 3: 2.1| model 4: 11.4| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
-                                                           dL:   15.25
-                                                           dm:    0.09
+	model 1: 62.9| model 2: 14.4| model 3: 3.2| model 4: 11.0| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -6.80
+                                                           dm:    0.12
+                                                           dx:    0.06
+Iteration 46
+	model frequencies (percent)
+	model 1: 63.1| model 2: 15.0| model 3: 2.6| model 4: 10.8| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -1.80
+                                                           dm:    0.15
+                                                           dx:    0.21
+Iteration 47
+	model frequencies (percent)
+	model 1: 63.1| model 2: 14.4| model 3: 2.9| model 4: 11.1| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    3.52
+                                                           dm:    0.06
                                                            dx:    0.27
-Iteration 31
+Iteration 48
+	model frequencies (percent)
+	model 1: 63.1| model 2: 14.4| model 3: 3.2| model 4: 10.9| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -3.07
+                                                           dm:    0.06
+                                                           dx:    0.06
+Iteration 49
+	model frequencies (percent)
+	model 1: 63.1| model 2: 15.0| model 3: 2.6| model 4: 10.8| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:    2.76
+                                                           dm:    0.06
+                                                           dx:    0.16
+Iteration 50
+	model frequencies (percent)
+	model 1: 63.2| model 2: 15.0| model 3: 2.5| model 4: 10.9| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   14.18
+                                                           dm:    0.04
+                                                           dx:    0.12
+Iteration 51
+	model frequencies (percent)
+	model 1: 63.1| model 2: 13.8| model 3: 3.6| model 4: 11.1| model 5: 0.4| model 6: 5.3| model 7: 2.7| 
+                                                           dL:   -5.93
+                                                           dm:    0.10
+                                                           dx:    0.24

hbi_output/1234/300_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 16:34:13
+Hierarchical Bayesian Inference                    2026-05-22 09:09:57
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,68 +17,170 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 33.3| model 2: 15.6| model 3: 17.3| model 4: 21.4| model 5: 6.3| model 6: 2.8| model 7: 3.3| 
-                                                           dL:  250.40
-                                                           dm:   66.72
-                                                           dx:    0.78
+	model 1: 19.0| model 2: 12.0| model 3: 7.1| model 4: 22.5| model 5: 13.2| model 6: 12.0| model 7: 14.2| 
+                                                           dL:  183.28
+                                                           dm:   77.52
+                                                           dx:    6.46
 Iteration 03
 	model frequencies (percent)
-	model 1: 32.1| model 2: 14.2| model 3: 14.2| model 4: 22.7| model 5: 7.9| model 6: 7.2| model 7: 1.7| 
-                                                           dL:  115.86
-                                                           dm:    1.20
-                                                           dx:    1.94
+	model 1: 17.5| model 2: 11.6| model 3: 5.9| model 4: 22.3| model 5: 13.8| model 6: 13.1| model 7: 15.8| 
+                                                           dL:   26.08
+                                                           dm:    0.16
+                                                           dx:    1.63
 Iteration 04
 	model frequencies (percent)
-	model 1: 26.8| model 2: 12.7| model 3: 11.6| model 4: 25.0| model 5: 11.4| model 6: 11.0| model 7: 1.5| 
-                                                           dL:   55.59
-                                                           dm:    5.32
-                                                           dx:    7.97
+	model 1: 18.4| model 2: 11.4| model 3: 4.2| model 4: 22.6| model 5: 14.2| model 6: 13.2| model 7: 16.0| 
+                                                           dL:    3.84
+                                                           dm:    0.26
+                                                           dx:    0.49
 Iteration 05
 	model frequencies (percent)
-	model 1: 22.4| model 2: 11.8| model 3: 9.4| model 4: 26.5| model 5: 13.0| model 6: 12.7| model 7: 4.2| 
-                                                           dL:   55.96
-                                                           dm:    1.50
-                                                           dx:    0.84
+	model 1: 18.7| model 2: 11.3| model 3: 2.4| model 4: 24.0| model 5: 14.3| model 6: 13.2| model 7: 16.0| 
+                                                           dL:   10.50
+                                                           dm:    1.38
+                                                           dx:    0.20
 Iteration 06
 	model frequencies (percent)
-	model 1: 18.5| model 2: 11.5| model 3: 7.9| model 4: 26.8| model 5: 13.7| model 6: 13.2| model 7: 8.5| 
-                                                           dL:   47.51
-                                                           dm:    0.26
-                                                           dx:    0.75
+	model 1: 18.6| model 2: 11.2| model 3: 2.0| model 4: 24.4| model 5: 14.4| model 6: 13.3| model 7: 16.1| 
+                                                           dL:    1.11
+                                                           dm:    0.45
+                                                           dx:    0.13
 Iteration 07
 	model frequencies (percent)
-	model 1: 17.9| model 2: 11.3| model 3: 5.3| model 4: 26.1| model 5: 14.1| model 6: 13.3| model 7: 11.9| 
-                                                           dL:   29.68
-                                                           dm:    0.62
-                                                           dx:    0.59
+	model 1: 18.4| model 2: 11.2| model 3: 1.7| model 4: 24.8| model 5: 14.4| model 6: 13.3| model 7: 16.2| 
+                                                           dL:   -1.48
+                                                           dm:    0.37
+                                                           dx:    0.08
 Iteration 08
 	model frequencies (percent)
-	model 1: 18.3| model 2: 10.9| model 3: 3.3| model 4: 25.7| model 5: 14.3| model 6: 13.3| model 7: 14.1| 
-                                                           dL:   -0.23
-                                                           dm:    0.40
-                                                           dx:    0.40
+	model 1: 18.6| model 2: 11.1| model 3: 1.2| model 4: 25.1| model 5: 14.4| model 6: 13.3| model 7: 16.3| 
+                                                           dL:    0.74
+                                                           dm:    0.27
+                                                           dx:    0.12
 Iteration 09
 	model frequencies (percent)
-	model 1: 18.6| model 2: 11.1| model 3: 1.5| model 4: 25.6| model 5: 14.4| model 6: 13.3| model 7: 15.4| 
-                                                           dL:   10.87
-                                                           dm:    0.16
-                                                           dx:    0.17
+	model 1: 18.6| model 2: 11.1| model 3: 1.0| model 4: 25.2| model 5: 14.4| model 6: 13.3| model 7: 16.3| 
+                                                           dL:   -2.24
+                                                           dm:    0.15
+                                                           dx:    0.06
 Iteration 10
 	model frequencies (percent)
-	model 1: 18.6| model 2: 10.8| model 3: 1.1| model 4: 25.6| model 5: 14.4| model 6: 13.3| model 7: 16.1| 
-                                                           dL:    1.29
-                                                           dm:    0.01
-                                                           dx:    0.27
+	model 1: 18.5| model 2: 11.1| model 3: 0.5| model 4: 25.8| model 5: 14.4| model 6: 13.3| model 7: 16.3| 
+                                                           dL:    0.47
+                                                           dm:    0.61
+                                                           dx:    0.16
 Iteration 11
 	model frequencies (percent)
-	model 1: 18.6| model 2: 10.7| model 3: 0.8| model 4: 25.8| model 5: 14.5| model 6: 13.3| model 7: 16.3| 
-                                                           dL:   -3.79
-                                                           dm:    0.18
-                                                           dx:    0.13
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.3| 
+                                                           dL:    1.00
+                                                           dm:    0.11
+                                                           dx:    0.61
 Iteration 12
 	model frequencies (percent)
-	model 1: 18.6| model 2: 11.0| model 3: 0.5| model 4: 25.7| model 5: 14.5| model 6: 13.3| model 7: 16.3| 
-                                                           dL:    6.94
-                                                           dm:    0.03
-                                                           dx:    0.11
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.57
+                                                           dm:    0.00
+                                                           dx:    0.40
 Iteration 13
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.53
+                                                           dm:    0.01
+                                                           dx:    0.56
+Iteration 14
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.49
+                                                           dm:    0.01
+                                                           dx:    0.76
+Iteration 15
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.40
+                                                           dm:    0.01
+                                                           dx:    0.92
+Iteration 16
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.27
+                                                           dm:    0.01
+                                                           dx:    1.00
+Iteration 17
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.20
+                                                           dm:    0.00
+                                                           dx:    1.00
+Iteration 18
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.10
+                                                           dm:    0.00
+                                                           dx:    0.91
+Iteration 19
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.05
+                                                           dm:    0.00
+                                                           dx:    0.80
+Iteration 20
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.02
+                                                           dm:    0.00
+                                                           dx:    0.60
+Iteration 21
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.01
+                                                           dm:    0.00
+                                                           dx:    0.41
+Iteration 22
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.24
+Iteration 23
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.13
+Iteration 24
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.07
+Iteration 25
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:   -0.00
+                                                           dm:    0.00
+                                                           dx:    0.04
+Iteration 26
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.03
+Iteration 27
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:   -0.00
+                                                           dm:    0.00
+                                                           dx:    0.02
+Iteration 28
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:   -0.00
+                                                           dm:    0.00
+                                                           dx:    0.02
+Iteration 29
+	model frequencies (percent)
+	model 1: 18.6| model 2: 11.1| model 3: 0.3| model 4: 25.9| model 5: 14.4| model 6: 13.3| model 7: 16.4| 
+                                                           dL:   -0.00
+                                                           dm:    0.00
+                                                           dx:    0.00
+                                                          Converged :]

hbi_output/1234/300_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 17:09:56
+Hierarchical Bayesian Inference                    2026-05-22 09:25:52
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 58.0| model 2: 15.0| model 3: 8.3| model 4: 14.7| model 5: 1.4| model 6: 1.9| model 7: 0.7| 
-                                                           dL:  443.63
-                                                           dm:   42.00
-                                                           dx:   14.23
+	model 1: 51.5| model 2: 12.3| model 3: 2.2| model 4: 21.8| model 5: 4.5| model 6: 5.3| model 7: 2.3| 
+                                                           dL:  325.85
+                                                           dm:   48.47
+                                                           dx:   10.25
 Iteration 03
 	model frequencies (percent)
-	model 1: 61.2| model 2: 14.8| model 3: 4.6| model 4: 13.3| model 5: 1.2| model 6: 3.9| model 7: 1.0| 
-                                                           dL:   49.30
-                                                           dm:    3.24
-                                                           dx:    1.45
+	model 1: 57.9| model 2: 13.7| model 3: 1.5| model 4: 16.4| model 5: 2.9| model 6: 5.3| model 7: 2.3| 
+                                                           dL:   17.65
+                                                           dm:    6.39
+                                                           dx:    0.73
 Iteration 04
 	model frequencies (percent)
-	model 1: 61.3| model 2: 14.9| model 3: 2.7| model 4: 13.7| model 5: 1.4| model 6: 4.6| model 7: 1.4| 
-                                                           dL:   29.27
-                                                           dm:    0.05
-                                                           dx:    0.38
+	model 1: 60.0| model 2: 14.3| model 3: 0.6| model 4: 15.2| model 5: 2.3| model 6: 5.3| model 7: 2.3| 
+                                                           dL:   10.98
+                                                           dm:    2.11
+                                                           dx:    0.25
 Iteration 05
 	model frequencies (percent)
-	model 1: 60.8| model 2: 14.8| model 3: 2.2| model 4: 14.1| model 5: 1.5| model 6: 4.9| model 7: 1.7| 
-                                                           dL:    7.59
-                                                           dm:    0.47
-                                                           dx:    0.26
+	model 1: 60.5| model 2: 14.5| model 3: 0.4| model 4: 15.0| model 5: 2.0| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    5.91
+                                                           dm:    0.46
+                                                           dx:    0.50
 Iteration 06
 	model frequencies (percent)
-	model 1: 60.8| model 2: 14.8| model 3: 1.6| model 4: 14.4| model 5: 1.6| model 6: 5.0| model 7: 1.9| 
-                                                           dL:    1.97
-                                                           dm:    0.07
-                                                           dx:    0.27
+	model 1: 60.5| model 2: 14.6| model 3: 0.4| model 4: 15.1| model 5: 1.8| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    2.57
+                                                           dm:    0.02
+                                                           dx:    0.44
 Iteration 07
 	model frequencies (percent)
-	model 1: 60.6| model 2: 14.7| model 3: 1.1| model 4: 14.8| model 5: 1.6| model 6: 5.0| model 7: 2.1| 
-                                                           dL:    3.62
-                                                           dm:    0.17
-                                                           dx:    0.33
+	model 1: 60.5| model 2: 14.6| model 3: 0.6| model 4: 14.9| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:   -0.92
+                                                           dm:    0.01
+                                                           dx:    0.75
 Iteration 08
 	model frequencies (percent)
-	model 1: 60.6| model 2: 14.6| model 3: 0.8| model 4: 15.1| model 5: 1.7| model 6: 5.1| model 7: 2.2| 
-                                                           dL:    1.16
-                                                           dm:    0.02
-                                                           dx:    0.22
+	model 1: 60.6| model 2: 14.6| model 3: 0.5| model 4: 15.0| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.15
+                                                           dm:    0.05
+                                                           dx:    0.35
 Iteration 09
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.6| model 3: 0.6| model 4: 15.2| model 5: 1.7| model 6: 5.1| model 7: 2.3| 
-                                                           dL:    0.07
-                                                           dm:    0.03
-                                                           dx:    0.27
+	model 1: 60.5| model 2: 14.6| model 3: 0.4| model 4: 15.2| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.60
+                                                           dm:    0.02
+                                                           dx:    0.58
 Iteration 10
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.6| model 3: 0.4| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    1.49
+	model 1: 60.5| model 2: 14.5| model 3: 0.3| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    1.40
                                                            dm:    0.04
-                                                           dx:    0.24
+                                                           dx:    0.73
 Iteration 11
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.5| model 3: 0.4| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.66
+	model 1: 60.5| model 2: 14.5| model 3: 0.6| model 4: 15.1| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:   -1.38
                                                            dm:    0.02
-                                                           dx:    0.34
+                                                           dx:    0.95
 Iteration 12
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.5| model 3: 0.4| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.68
-                                                           dm:    0.01
-                                                           dx:    0.40
+	model 1: 60.5| model 2: 14.5| model 3: 0.3| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.77
+                                                           dm:    0.05
+                                                           dx:    0.78
 Iteration 13
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.5| model 3: 0.4| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.63
-                                                           dm:    0.01
-                                                           dx:    0.52
+	model 1: 60.5| model 2: 14.5| model 3: 0.3| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.28
+                                                           dm:    0.04
+                                                           dx:    0.61
 Iteration 14
 	model frequencies (percent)
-	model 1: 60.4| model 2: 14.5| model 3: 0.3| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.56
-                                                           dm:    0.01
-                                                           dx:    0.65
+	model 1: 60.5| model 2: 14.4| model 3: 0.3| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.24
+                                                           dm:    0.02
+                                                           dx:    0.64
 Iteration 15
 	model frequencies (percent)
 	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.52
-                                                           dm:    0.00
-                                                           dx:    0.79
+                                                           dL:    0.20
+                                                           dm:    0.01
+                                                           dx:    0.66
 Iteration 16
 	model frequencies (percent)
 	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    1.28
-                                                           dm:    0.01
-                                                           dx:    0.82
+                                                           dL:    0.12
+                                                           dm:    0.00
+                                                           dx:    0.72
 Iteration 17
 	model frequencies (percent)
-	model 1: 60.4| model 2: 14.4| model 3: 0.5| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.92
-                                                           dm:    0.01
-                                                           dx:    0.92
+	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.07
+                                                           dm:    0.00
+                                                           dx:    0.74
 Iteration 18
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.4| model 3: 0.6| model 4: 15.1| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.29
-                                                           dm:    0.05
-                                                           dx:    0.36
+	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.03
+                                                           dm:    0.00
+                                                           dx:    0.65
 Iteration 19
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.4| model 3: 0.6| model 4: 15.1| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:   -2.61
-                                                           dm:    0.04
-                                                           dx:    0.25
+	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.01
+                                                           dm:    0.00
+                                                           dx:    0.49
 Iteration 20
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.4| model 3: 0.3| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    1.24
-                                                           dm:    0.02
-                                                           dx:    0.99
+	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.32
 Iteration 21
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.32
-                                                           dm:    0.07
-                                                           dx:    0.59
+	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.19
 Iteration 22
 	model frequencies (percent)
 	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.91
-                                                           dm:    0.03
-                                                           dx:    0.70
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.11
 Iteration 23
 	model frequencies (percent)
-	model 1: 60.4| model 2: 14.4| model 3: 0.5| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.43
-                                                           dm:    0.01
-                                                           dx:    1.17
+	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:   -0.00
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 24
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.4| model 3: 0.6| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:   -1.62
-                                                           dm:    0.04
-                                                           dx:    0.56
+	model 1: 60.4| model 2: 14.4| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.66
+                                                           dm:    0.00
+                                                           dx:    0.03
 Iteration 25
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.62
-                                                           dm:    0.03
-                                                           dx:    1.17
+	model 1: 60.4| model 2: 14.4| model 3: 0.5| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.31
+                                                           dm:    0.00
+                                                           dx:    0.91
 Iteration 26
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.76
-                                                           dm:    0.05
-                                                           dx:    0.61
-Iteration 27
-	model frequencies (percent)
-	model 1: 60.4| model 2: 14.3| model 3: 0.5| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.32
-                                                           dm:    0.02
-                                                           dx:    1.03
-Iteration 28
-	model frequencies (percent)
-	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.04
+	model 1: 60.5| model 2: 14.4| model 3: 0.6| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.05
                                                            dm:    0.04
-                                                           dx:    0.21
-Iteration 29
+                                                           dx:    0.10
+Iteration 27
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.2| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:   -0.00
+                                                           dL:   -1.73
                                                            dm:    0.03
-                                                           dx:    0.12
-Iteration 30
-	model frequencies (percent)
-	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.2| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:   -1.83
-                                                           dm:    0.02
-                                                           dx:    0.09
-Iteration 31
-	model frequencies (percent)
-	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.72
-                                                           dm:    0.01
-                                                           dx:    1.15
-Iteration 32
+                                                           dx:    0.08
+Iteration 28
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.06
-                                                           dm:    0.07
-                                                           dx:    0.20
-Iteration 33
-	model frequencies (percent)
-	model 1: 60.4| model 2: 14.3| model 3: 0.3| model 4: 15.6| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.69
+                                                           dL:    1.38
                                                            dm:    0.02
-                                                           dx:    0.14
-Iteration 34
-	model frequencies (percent)
-	model 1: 60.4| model 2: 14.3| model 3: 0.5| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.31
-                                                           dm:    0.01
-                                                           dx:    0.92
-Iteration 35
-	model frequencies (percent)
-	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.04
-                                                           dm:    0.04
-                                                           dx:    0.08
-Iteration 36
+                                                           dx:    1.13
+Iteration 29
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.2| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:   -1.70
-                                                           dm:    0.03
-                                                           dx:    0.07
-Iteration 37
+	model 1: 60.5| model 2: 14.3| model 3: 0.5| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:   -1.03
+                                                           dm:    0.06
+                                                           dx:    1.07
+Iteration 30
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.59
+                                                           dL:    1.03
                                                            dm:    0.02
-                                                           dx:    0.66
-Iteration 38
-	model frequencies (percent)
-	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.76
-                                                           dm:    0.06
-                                                           dx:    0.43
-Iteration 39
+                                                           dx:    1.01
+Iteration 31
 	model frequencies (percent)
 	model 1: 60.4| model 2: 14.3| model 3: 0.5| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
                                                            dL:    0.32
-                                                           dm:    0.02
-                                                           dx:    0.97
-Iteration 40
+                                                           dm:    0.04
+                                                           dx:    1.00
+Iteration 32
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
                                                            dL:    0.03
-                                                           dm:    0.04
-                                                           dx:    0.06
-Iteration 41
+                                                           dm:    0.03
+                                                           dx:    0.07
+Iteration 33
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.2| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
                                                            dL:   -1.77
                                                            dm:    0.03
-                                                           dx:    0.06
-Iteration 42
+                                                           dx:    0.07
+Iteration 34
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.66
+                                                           dL:    0.67
                                                            dm:    0.02
-                                                           dx:    1.14
-Iteration 43
+                                                           dx:    1.13
+Iteration 35
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
                                                            dL:    0.05
                                                            dm:    0.07
                                                            dx:    0.16
-Iteration 44
+Iteration 36
 	model frequencies (percent)
 	model 1: 60.4| model 2: 14.3| model 3: 0.3| model 4: 15.6| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
                                                            dL:    0.02
                                                            dm:    0.02
                                                            dx:    0.11
-Iteration 45
+Iteration 37
 	model frequencies (percent)
 	model 1: 60.4| model 2: 14.3| model 3: 0.3| model 4: 15.6| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.68
+                                                           dL:   -0.00
                                                            dm:    0.01
-                                                           dx:    0.07
-Iteration 46
+                                                           dx:    0.13
+Iteration 38
+	model frequencies (percent)
+	model 1: 60.4| model 2: 14.3| model 3: 0.3| model 4: 15.6| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.12
+Iteration 39
+	model frequencies (percent)
+	model 1: 60.4| model 2: 14.3| model 3: 0.3| model 4: 15.6| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.66
+                                                           dm:    0.00
+                                                           dx:    0.03
+Iteration 40
 	model frequencies (percent)
 	model 1: 60.4| model 2: 14.3| model 3: 0.5| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
                                                            dL:    0.31
                                                            dm:    0.00
                                                            dx:    0.91
-Iteration 47
+Iteration 41
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
                                                            dL:    0.04
                                                            dm:    0.04
-                                                           dx:    0.08
-Iteration 48
+                                                           dx:    0.09
+Iteration 42
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.2| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:   -1.74
+                                                           dL:    0.00
                                                            dm:    0.03
                                                            dx:    0.08
-Iteration 49
+Iteration 43
+	model frequencies (percent)
+	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.2| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:   -1.81
+                                                           dm:    0.02
+                                                           dx:    0.09
+Iteration 44
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.65
+                                                           dL:    1.46
+                                                           dm:    0.01
+                                                           dx:    1.15
+Iteration 45
+	model frequencies (percent)
+	model 1: 60.5| model 2: 14.3| model 3: 0.5| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.34
+                                                           dm:    0.07
+                                                           dx:    1.08
+Iteration 46
+	model frequencies (percent)
+	model 1: 60.5| model 2: 14.3| model 3: 0.6| model 4: 15.3| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:   -1.65
                                                            dm:    0.02
-                                                           dx:    1.13
-Iteration 50
+                                                           dx:    0.06
+Iteration 47
 	model frequencies (percent)
 	model 1: 60.5| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.58
+                                                           dm:    0.03
+                                                           dx:    1.10
+Iteration 48
+	model frequencies (percent)
+	model 1: 60.4| model 2: 14.3| model 3: 0.3| model 4: 15.5| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
                                                            dL:    0.05
                                                            dm:    0.06
-                                                           dx:    0.14
-Iteration 51
+                                                           dx:    0.15
+Iteration 49
 	model frequencies (percent)
 	model 1: 60.4| model 2: 14.3| model 3: 0.3| model 4: 15.6| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
-                                                           dL:    0.02
+                                                           dL:    0.01
                                                            dm:    0.02
-                                                           dx:    0.09
+                                                           dx:    0.11
+Iteration 50
+	model frequencies (percent)
+	model 1: 60.4| model 2: 14.3| model 3: 0.3| model 4: 15.6| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.67
+                                                           dm:    0.01
+                                                           dx:    0.06
+Iteration 51
+	model frequencies (percent)
+	model 1: 60.4| model 2: 14.3| model 3: 0.5| model 4: 15.4| model 5: 1.7| model 6: 5.3| model 7: 2.3| 
+                                                           dL:    0.31
+                                                           dm:    0.00
+                                                           dx:    0.91

hbi_output/1234/300_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 17:03:07
+Hierarchical Bayesian Inference                    2026-05-22 09:49:22
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 34.7| model 2: 14.4| model 3: 15.9| model 4: 21.7| model 5: 6.0| model 6: 3.7| model 7: 3.6| 
-                                                           dL:  303.59
-                                                           dm:   65.31
-                                                           dx:   10.99
+	model 1: 18.8| model 2: 12.4| model 3: 5.8| model 4: 22.6| model 5: 10.2| model 6: 15.0| model 7: 15.1| 
+                                                           dL:  221.78
+                                                           dm:   77.37
+                                                           dx:    8.67
 Iteration 03
 	model frequencies (percent)
-	model 1: 26.5| model 2: 12.9| model 3: 8.3| model 4: 22.0| model 5: 9.0| model 6: 10.7| model 7: 10.5| 
-                                                           dL:  154.80
-                                                           dm:    8.16
-                                                           dx:    1.36
+	model 1: 16.8| model 2: 12.3| model 3: 4.3| model 4: 22.9| model 5: 10.4| model 6: 16.4| model 7: 16.8| 
+                                                           dL:   72.96
+                                                           dm:    0.26
+                                                           dx:    1.57
 Iteration 04
 	model frequencies (percent)
-	model 1: 18.2| model 2: 12.5| model 3: 3.4| model 4: 25.1| model 5: 10.0| model 6: 15.2| model 7: 15.6| 
-                                                           dL:  105.32
-                                                           dm:    3.07
-                                                           dx:    0.86
+	model 1: 16.9| model 2: 12.3| model 3: 3.9| model 4: 22.9| model 5: 10.6| model 6: 16.6| model 7: 16.9| 
+                                                           dL:   28.26
+                                                           dm:    0.02
+                                                           dx:    0.38
 Iteration 05
 	model frequencies (percent)
-	model 1: 16.8| model 2: 12.4| model 3: 1.1| model 4: 26.0| model 5: 10.5| model 6: 16.4| model 7: 16.9| 
-                                                           dL:   76.86
-                                                           dm:    0.87
-                                                           dx:    0.52
+	model 1: 16.8| model 2: 12.2| model 3: 4.2| model 4: 22.6| model 5: 10.7| model 6: 16.6| model 7: 16.9| 
+                                                           dL:    3.40
+                                                           dm:    0.37
+                                                           dx:    0.16
 Iteration 06
 	model frequencies (percent)
-	model 1: 16.7| model 2: 12.2| model 3: 2.8| model 4: 23.9| model 5: 10.6| model 6: 16.6| model 7: 17.0| 
-                                                           dL:   74.05
-                                                           dm:    2.06
-                                                           dx:    0.30
+	model 1: 16.9| model 2: 12.2| model 3: 4.5| model 4: 22.2| model 5: 10.7| model 6: 16.6| model 7: 16.9| 
+                                                           dL:   -6.23
+                                                           dm:    0.32
+                                                           dx:    0.12
 Iteration 07
 	model frequencies (percent)
-	model 1: 16.8| model 2: 12.2| model 3: 3.8| model 4: 22.9| model 5: 10.7| model 6: 16.6| model 7: 17.0| 
-                                                           dL:   14.28
-                                                           dm:    0.99
-                                                           dx:    0.14
+	model 1: 16.9| model 2: 12.2| model 3: 4.1| model 4: 22.5| model 5: 10.7| model 6: 16.6| model 7: 17.0| 
+                                                           dL:    1.26
+                                                           dm:    0.24
+                                                           dx:    0.09
 Iteration 08
 	model frequencies (percent)
-	model 1: 16.8| model 2: 12.2| model 3: 4.1| model 4: 22.6| model 5: 10.7| model 6: 16.6| model 7: 17.0| 
-                                                           dL:  -14.38
-                                                           dm:    0.36
+	model 1: 16.9| model 2: 12.2| model 3: 4.2| model 4: 22.4| model 5: 10.7| model 6: 16.6| model 7: 17.0| 
+                                                           dL:    4.49
+                                                           dm:    0.12
                                                            dx:    0.12
 Iteration 09
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.2| model 3: 3.7| model 4: 22.8| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:  -17.44
-                                                           dm:    0.25
-                                                           dx:    0.13
+	model 1: 16.9| model 2: 12.2| model 3: 4.2| model 4: 22.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    0.03
+                                                           dm:    0.11
+                                                           dx:    0.11
 Iteration 10
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.2| model 3: 3.6| model 4: 22.9| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    2.63
-                                                           dm:    0.06
-                                                           dx:    0.13
+	model 1: 16.9| model 2: 12.2| model 3: 4.4| model 4: 22.1| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:   10.48
+                                                           dm:    0.13
+                                                           dx:    0.12
 Iteration 11
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.2| model 3: 4.2| model 4: 22.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   14.25
-                                                           dm:    0.45
-                                                           dx:    0.14
+	model 1: 17.0| model 2: 12.2| model 3: 4.1| model 4: 22.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    0.54
+                                                           dm:    0.16
+                                                           dx:    0.10
 Iteration 12
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.2| model 3: 4.3| model 4: 22.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -0.35
-                                                           dm:    0.24
-                                                           dx:    0.10
+	model 1: 17.0| model 2: 12.2| model 3: 4.2| model 4: 22.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:  -24.88
+                                                           dm:    0.03
+                                                           dx:    0.06
 Iteration 13
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.2| model 3: 4.2| model 4: 22.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -3.12
-                                                           dm:    0.15
+	model 1: 17.0| model 2: 12.2| model 3: 3.8| model 4: 22.7| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    2.46
+                                                           dm:    0.40
                                                            dx:    0.07
 Iteration 14
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.2| model 3: 3.9| model 4: 22.5| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   14.53
-                                                           dm:    0.18
-                                                           dx:    0.06
+	model 1: 17.0| model 2: 12.2| model 3: 4.1| model 4: 22.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    0.51
+                                                           dm:    0.27
+                                                           dx:    0.05
 Iteration 15
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.2| model 3: 4.3| model 4: 22.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   30.40
-                                                           dm:    0.38
+	model 1: 17.0| model 2: 12.2| model 3: 4.3| model 4: 22.1| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    4.53
+                                                           dm:    0.28
                                                            dx:    0.04
 Iteration 16
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.2| model 3: 4.2| model 4: 22.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:  -22.57
-                                                           dm:    0.09
-                                                           dx:    0.10
+	model 1: 17.0| model 2: 12.2| model 3: 4.2| model 4: 22.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    4.30
+                                                           dm:    0.03
+                                                           dx:    0.03
 Iteration 17
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.2| model 3: 4.3| model 4: 22.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   13.73
-                                                           dm:    0.06
-                                                           dx:    0.06
+	model 1: 17.0| model 2: 12.2| model 3: 4.3| model 4: 22.1| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    6.91
+                                                           dm:    0.11
+                                                           dx:    0.21
 Iteration 18
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.2| model 3: 4.9| model 4: 21.5| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -1.32
-                                                           dm:    0.65
-                                                           dx:    0.12
+	model 1: 17.0| model 2: 12.2| model 3: 4.7| model 4: 21.8| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    5.93
+                                                           dm:    0.29
+                                                           dx:    0.11
 Iteration 19
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.3| model 3: 5.0| model 4: 21.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:  -13.35
-                                                           dm:    0.10
-                                                           dx:    0.03
+	model 1: 17.0| model 2: 12.2| model 3: 5.0| model 4: 21.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    6.29
+                                                           dm:    0.36
+                                                           dx:    0.11
 Iteration 20
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.3| model 3: 4.6| model 4: 21.8| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -2.93
-                                                           dm:    0.33
+	model 1: 17.0| model 2: 12.2| model 3: 5.6| model 4: 20.9| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    2.29
+                                                           dm:    0.56
                                                            dx:    0.07
 Iteration 21
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.3| model 3: 5.1| model 4: 21.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    6.81
-                                                           dm:    0.46
-                                                           dx:    0.10
+	model 1: 17.1| model 2: 12.2| model 3: 5.6| model 4: 20.8| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:   -4.56
+                                                           dm:    0.08
+                                                           dx:    0.01
 Iteration 22
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.3| model 3: 5.7| model 4: 20.8| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:  -12.66
-                                                           dm:    0.53
-                                                           dx:    0.16
+	model 1: 17.2| model 2: 12.2| model 3: 5.4| model 4: 20.9| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:   -2.34
+                                                           dm:    0.12
+                                                           dx:    0.03
 Iteration 23
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.3| model 4: 21.0| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    7.28
-                                                           dm:    0.20
-                                                           dx:    0.10
+	model 1: 17.1| model 2: 12.2| model 3: 5.3| model 4: 21.0| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    4.43
+                                                           dm:    0.10
+                                                           dx:    0.02
 Iteration 24
 	model frequencies (percent)
 	model 1: 17.1| model 2: 12.2| model 3: 5.4| model 4: 21.0| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    0.80
+                                                           dL:   -8.45
                                                            dm:    0.01
-                                                           dx:    0.09
+                                                           dx:    0.02
 Iteration 25
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.2| model 4: 21.1| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   21.10
-                                                           dm:    0.16
-                                                           dx:    0.14
+	model 1: 17.1| model 2: 12.2| model 3: 5.4| model 4: 21.0| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:  -14.16
+                                                           dm:    0.00
+                                                           dx:    0.02
 Iteration 26
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.5| model 4: 20.7| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -7.30
-                                                           dm:    0.38
-                                                           dx:    0.15
+	model 1: 17.1| model 2: 12.2| model 3: 4.9| model 4: 21.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:   19.62
+                                                           dm:    0.45
+                                                           dx:    0.08
 Iteration 27
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.2| model 3: 5.7| model 4: 20.6| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -2.69
-                                                           dm:    0.18
-                                                           dx:    0.07
+	model 1: 17.1| model 2: 12.2| model 3: 4.5| model 4: 21.8| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    3.02
+                                                           dm:    0.36
+                                                           dx:    0.05
 Iteration 28
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.2| model 3: 5.5| model 4: 20.7| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   19.71
-                                                           dm:    0.10
-                                                           dx:    0.08
+	model 1: 16.9| model 2: 12.2| model 3: 5.1| model 4: 21.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    6.71
+                                                           dm:    0.40
+                                                           dx:    0.10
 Iteration 29
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.2| model 3: 5.7| model 4: 20.5| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:  -18.73
-                                                           dm:    0.14
-                                                           dx:    0.02
+	model 1: 16.9| model 2: 12.2| model 3: 5.2| model 4: 21.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:  -10.14
+                                                           dm:    0.10
+                                                           dx:    0.09
 Iteration 30
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.2| model 3: 5.7| model 4: 20.5| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    2.16
-                                                           dm:    0.00
-                                                           dx:    0.11
+	model 1: 16.9| model 2: 12.3| model 3: 5.2| model 4: 21.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    4.89
+                                                           dm:    0.02
+                                                           dx:    0.01
 Iteration 31
 	model frequencies (percent)
-	model 1: 17.3| model 2: 12.2| model 3: 5.3| model 4: 20.8| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   18.67
-                                                           dm:    0.33
-                                                           dx:    0.26
+	model 1: 16.9| model 2: 12.3| model 3: 5.2| model 4: 21.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    0.39
+                                                           dm:    0.02
+                                                           dx:    0.03
 Iteration 32
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.2| model 3: 5.8| model 4: 20.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:  -19.36
-                                                           dm:    0.46
-                                                           dx:    0.14
+	model 1: 16.8| model 2: 12.3| model 3: 5.4| model 4: 21.1| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:   -4.57
+                                                           dm:    0.17
+                                                           dx:    0.12
 Iteration 33
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 6.2| model 4: 20.1| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -2.73
-                                                           dm:    0.33
-                                                           dx:    0.06
+	model 1: 16.9| model 2: 12.3| model 3: 5.1| model 4: 21.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    4.91
+                                                           dm:    0.23
+                                                           dx:    0.22
 Iteration 34
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.3| model 3: 5.8| model 4: 20.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    5.45
-                                                           dm:    0.33
-                                                           dx:    0.11
+	model 1: 16.9| model 2: 12.3| model 3: 5.2| model 4: 21.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    1.78
+                                                           dm:    0.04
+                                                           dx:    0.03
 Iteration 35
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.2| model 3: 6.2| model 4: 20.0| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    6.95
-                                                           dm:    0.37
-                                                           dx:    0.04
+	model 1: 16.8| model 2: 12.3| model 3: 5.4| model 4: 21.1| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    0.26
+                                                           dm:    0.23
+                                                           dx:    0.13
 Iteration 36
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.3| model 3: 6.0| model 4: 20.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -5.39
-                                                           dm:    0.18
-                                                           dx:    0.02
-Iteration 37
-	model frequencies (percent)
-	model 1: 17.2| model 2: 12.3| model 3: 6.0| model 4: 20.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   18.89
+	model 1: 16.9| model 2: 12.3| model 3: 5.4| model 4: 21.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:  -11.36
                                                            dm:    0.05
                                                            dx:    0.03
+Iteration 37
+	model frequencies (percent)
+	model 1: 16.9| model 2: 12.3| model 3: 5.2| model 4: 21.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    7.74
+                                                           dm:    0.15
+                                                           dx:    0.20
 Iteration 38
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.3| model 3: 6.0| model 4: 20.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -4.32
-                                                           dm:    0.01
-                                                           dx:    0.04
+	model 1: 16.9| model 2: 12.3| model 3: 5.2| model 4: 21.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:   -9.31
+                                                           dm:    0.06
+                                                           dx:    0.02
 Iteration 39
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.3| model 3: 5.8| model 4: 20.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:  -10.04
-                                                           dm:    0.10
-                                                           dx:    0.02
+	model 1: 16.9| model 2: 12.3| model 3: 5.0| model 4: 21.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    7.07
+                                                           dm:    0.21
+                                                           dx:    0.14
 Iteration 40
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.3| model 3: 5.9| model 4: 20.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:  -15.80
-                                                           dm:    0.07
-                                                           dx:    0.06
+	model 1: 16.9| model 2: 12.2| model 3: 5.3| model 4: 21.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    0.43
+                                                           dm:    0.20
+                                                           dx:    0.19
 Iteration 41
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.3| model 3: 5.6| model 4: 20.6| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    3.25
-                                                           dm:    0.36
-                                                           dx:    0.06
+	model 1: 16.9| model 2: 12.3| model 3: 5.5| model 4: 21.0| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:  -10.45
+                                                           dm:    0.24
+                                                           dx:    0.07
 Iteration 42
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.6| model 4: 20.7| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    1.93
-                                                           dm:    0.06
-                                                           dx:    0.08
+	model 1: 17.0| model 2: 12.2| model 3: 4.9| model 4: 21.5| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    4.56
+                                                           dm:    0.52
+                                                           dx:    0.09
 Iteration 43
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.7| model 4: 20.6| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    0.10
+	model 1: 16.9| model 2: 12.2| model 3: 5.0| model 4: 21.5| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    3.25
                                                            dm:    0.07
-                                                           dx:    0.02
+                                                           dx:    0.07
 Iteration 44
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.8| model 4: 20.5| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    5.41
-                                                           dm:    0.15
-                                                           dx:    0.07
+	model 1: 16.9| model 2: 12.2| model 3: 5.2| model 4: 21.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    8.66
+                                                           dm:    0.16
+                                                           dx:    0.21
 Iteration 45
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.8| model 4: 20.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -2.17
-                                                           dm:    0.01
-                                                           dx:    0.07
+	model 1: 16.9| model 2: 12.2| model 3: 5.3| model 4: 21.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:  -13.25
+                                                           dm:    0.06
+                                                           dx:    0.01
 Iteration 46
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.9| model 4: 20.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -1.69
-                                                           dm:    0.06
-                                                           dx:    0.05
+	model 1: 16.9| model 2: 12.2| model 3: 5.1| model 4: 21.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:   10.36
+                                                           dm:    0.15
+                                                           dx:    0.14
 Iteration 47
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.9| model 4: 20.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -0.85
-                                                           dm:    0.00
-                                                           dx:    0.04
+	model 1: 16.9| model 2: 12.2| model 3: 5.2| model 4: 21.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    3.40
+                                                           dm:    0.08
+                                                           dx:    0.10
 Iteration 48
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.3| model 3: 5.9| model 4: 20.3| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -0.21
-                                                           dm:    0.07
-                                                           dx:    0.10
+	model 1: 16.8| model 2: 12.2| model 3: 5.5| model 4: 21.0| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:  -18.16
+                                                           dm:    0.28
+                                                           dx:    0.15
 Iteration 49
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 6.1| model 4: 20.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -7.60
-                                                           dm:    0.16
-                                                           dx:    0.05
+	model 1: 16.8| model 2: 12.2| model 3: 5.1| model 4: 21.6| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    3.56
+                                                           dm:    0.52
+                                                           dx:    0.13
 Iteration 50
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 6.0| model 4: 20.2| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:   -3.61
-                                                           dm:    0.06
-                                                           dx:    0.03
+	model 1: 16.9| model 2: 12.3| model 3: 5.0| model 4: 21.6| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:   -2.26
+                                                           dm:    0.00
+                                                           dx:    0.14
 Iteration 51
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.3| model 3: 5.8| model 4: 20.4| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
-                                                           dL:    2.45
-                                                           dm:    0.20
+	model 1: 16.9| model 2: 12.2| model 3: 4.8| model 4: 21.7| model 5: 10.7| model 6: 16.7| model 7: 17.0| 
+                                                           dL:    3.56
+                                                           dm:    0.16
                                                            dx:    0.06

hbi_output/1234/300_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 17:10:42
+Hierarchical Bayesian Inference                    2026-05-22 10:10:49
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,296 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 56.7| model 2: 17.6| model 3: 5.7| model 4: 16.0| model 5: 1.5| model 6: 1.6| model 7: 0.9| 
-                                                           dL:  463.86
-                                                           dm:   43.32
-                                                           dx:   16.93
+	model 1: 50.3| model 2: 14.8| model 3: 1.5| model 4: 22.6| model 5: 4.5| model 6: 4.0| model 7: 2.3| 
+                                                           dL:  330.56
+                                                           dm:   49.69
+                                                           dx:   11.13
 Iteration 03
 	model frequencies (percent)
-	model 1: 57.6| model 2: 17.7| model 3: 2.8| model 4: 15.6| model 5: 1.7| model 6: 2.9| model 7: 1.7| 
-                                                           dL:   23.93
-                                                           dm:    0.97
-                                                           dx:    1.91
+	model 1: 54.9| model 2: 16.6| model 3: 0.8| model 4: 18.6| model 5: 2.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   42.70
+                                                           dm:    4.55
+                                                           dx:    0.43
 Iteration 04
 	model frequencies (percent)
-	model 1: 57.4| model 2: 17.6| model 3: 1.3| model 4: 16.2| model 5: 1.9| model 6: 3.5| model 7: 2.2| 
-                                                           dL:   58.77
-                                                           dm:    0.30
-                                                           dx:    0.81
+	model 1: 55.9| model 2: 17.3| model 3: 1.0| model 4: 17.2| model 5: 2.3| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   12.41
+                                                           dm:    1.06
+                                                           dx:    0.57
 Iteration 05
 	model frequencies (percent)
-	model 1: 56.7| model 2: 17.6| model 3: 1.2| model 4: 16.4| model 5: 1.9| model 6: 3.8| model 7: 2.3| 
-                                                           dL:   16.19
-                                                           dm:    0.61
-                                                           dx:    0.39
+	model 1: 56.4| model 2: 17.5| model 3: 1.1| model 4: 16.7| model 5: 2.1| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    5.19
+                                                           dm:    0.43
+                                                           dx:    0.49
 Iteration 06
 	model frequencies (percent)
-	model 1: 56.3| model 2: 17.7| model 3: 2.5| model 4: 15.2| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    9.09
-                                                           dm:    0.45
-                                                           dx:    0.27
+	model 1: 56.5| model 2: 17.7| model 3: 1.3| model 4: 16.2| model 5: 2.0| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    4.31
+                                                           dm:    0.10
+                                                           dx:    0.21
 Iteration 07
 	model frequencies (percent)
-	model 1: 56.7| model 2: 17.9| model 3: 2.0| model 4: 15.2| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   22.72
-                                                           dm:    0.38
-                                                           dx:    0.26
+	model 1: 56.5| model 2: 17.8| model 3: 1.6| model 4: 15.7| model 5: 2.0| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   14.92
+                                                           dm:    0.08
+                                                           dx:    0.43
 Iteration 08
 	model frequencies (percent)
-	model 1: 56.7| model 2: 17.9| model 3: 2.2| model 4: 14.9| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    8.60
-                                                           dm:    0.05
-                                                           dx:    0.21
+	model 1: 56.7| model 2: 17.9| model 3: 1.7| model 4: 15.5| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    6.95
+                                                           dm:    0.12
+                                                           dx:    0.32
 Iteration 09
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 2.2| model 4: 14.9| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:  -11.47
-                                                           dm:    0.08
-                                                           dx:    0.12
+	model 1: 56.7| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -5.06
+                                                           dm:    0.06
+                                                           dx:    0.45
 Iteration 10
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.8| model 4: 15.2| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   36.54
-                                                           dm:    0.03
-                                                           dx:    0.34
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    4.93
+                                                           dm:    0.04
+                                                           dx:    0.33
 Iteration 11
 	model frequencies (percent)
-	model 1: 56.7| model 2: 17.9| model 3: 2.6| model 4: 14.5| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:  -12.55
-                                                           dm:    0.18
-                                                           dx:    0.33
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -1.71
+                                                           dm:    0.01
+                                                           dx:    0.26
 Iteration 12
 	model frequencies (percent)
-	model 1: 56.9| model 2: 17.9| model 3: 2.3| model 4: 14.6| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    6.23
-                                                           dm:    0.23
-                                                           dx:    0.23
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -9.74
+                                                           dm:    0.02
+                                                           dx:    0.21
 Iteration 13
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 2.5| model 4: 14.6| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -8.22
-                                                           dm:    0.10
-                                                           dx:    0.31
+	model 1: 56.8| model 2: 17.9| model 3: 1.6| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    8.34
+                                                           dm:    0.01
+                                                           dx:    0.08
 Iteration 14
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 2.2| model 4: 14.8| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:  -22.60
-                                                           dm:    0.02
-                                                           dx:    0.20
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -8.08
+                                                           dm:    0.01
+                                                           dx:    0.14
 Iteration 15
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.8| model 4: 15.2| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    7.07
-                                                           dm:    0.06
-                                                           dx:    0.19
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    9.69
+                                                           dm:    0.00
+                                                           dx:    0.23
 Iteration 16
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 2.0| model 4: 15.0| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   14.26
-                                                           dm:    0.04
-                                                           dx:    0.14
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.43
+                                                           dm:    0.00
+                                                           dx:    0.11
 Iteration 17
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 2.1| model 4: 14.9| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:  -23.64
-                                                           dm:    0.04
-                                                           dx:    0.15
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -1.87
+                                                           dm:    0.01
+                                                           dx:    0.09
 Iteration 18
 	model frequencies (percent)
-	model 1: 56.9| model 2: 17.9| model 3: 1.4| model 4: 15.6| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -7.64
-                                                           dm:    0.03
-                                                           dx:    0.34
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.08
+                                                           dm:    0.01
+                                                           dx:    0.08
 Iteration 19
 	model frequencies (percent)
-	model 1: 56.6| model 2: 17.9| model 3: 1.7| model 4: 15.6| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -2.46
-                                                           dm:    0.24
-                                                           dx:    0.63
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -0.49
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 20
 	model frequencies (percent)
-	model 1: 56.6| model 2: 17.9| model 3: 1.5| model 4: 15.8| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   21.14
-                                                           dm:    0.05
-                                                           dx:    0.18
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:  -16.55
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 21
 	model frequencies (percent)
-	model 1: 56.5| model 2: 17.9| model 3: 2.1| model 4: 15.2| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    3.13
-                                                           dm:    0.08
-                                                           dx:    0.11
+	model 1: 56.8| model 2: 17.9| model 3: 1.6| model 4: 15.5| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    2.23
+                                                           dm:    0.00
+                                                           dx:    0.12
 Iteration 22
 	model frequencies (percent)
-	model 1: 56.6| model 2: 17.9| model 3: 2.1| model 4: 15.1| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:  -19.28
-                                                           dm:    0.15
-                                                           dx:    0.15
+	model 1: 56.8| model 2: 17.9| model 3: 1.2| model 4: 15.9| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   12.12
+                                                           dm:    0.03
+                                                           dx:    0.09
 Iteration 23
 	model frequencies (percent)
-	model 1: 56.7| model 2: 17.9| model 3: 1.6| model 4: 15.6| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -1.33
-                                                           dm:    0.02
-                                                           dx:    0.07
+	model 1: 56.7| model 2: 17.9| model 3: 1.5| model 4: 15.7| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    2.73
+                                                           dm:    0.09
+                                                           dx:    0.08
 Iteration 24
 	model frequencies (percent)
-	model 1: 56.5| model 2: 17.9| model 3: 1.9| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    4.29
-                                                           dm:    0.13
+	model 1: 56.7| model 2: 17.9| model 3: 1.7| model 4: 15.5| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -1.11
+                                                           dm:    0.04
                                                            dx:    0.06
 Iteration 25
 	model frequencies (percent)
-	model 1: 56.6| model 2: 17.9| model 3: 1.6| model 4: 15.6| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    4.83
-                                                           dm:    0.11
-                                                           dx:    0.34
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.31
+                                                           dm:    0.05
+                                                           dx:    0.06
 Iteration 26
 	model frequencies (percent)
-	model 1: 56.7| model 2: 17.9| model 3: 1.7| model 4: 15.5| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    1.57
-                                                           dm:    0.09
-                                                           dx:    0.38
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.25
+                                                           dm:    0.02
+                                                           dx:    0.04
 Iteration 27
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    7.83
-                                                           dm:    0.05
-                                                           dx:    0.40
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.34
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 28
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -0.25
-                                                           dm:    0.02
-                                                           dx:    0.36
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.12
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 29
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -0.19
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.09
                                                            dm:    0.01
-                                                           dx:    0.31
+                                                           dx:    0.03
 Iteration 30
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -0.02
-                                                           dm:    0.00
-                                                           dx:    0.27
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.00
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 31
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    5.87
-                                                           dm:    0.00
-                                                           dx:    0.24
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.02
+                                                           dm:    0.01
+                                                           dx:    0.02
 Iteration 32
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.30
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -0.09
                                                            dm:    0.00
-                                                           dx:    0.32
+                                                           dx:    0.02
 Iteration 33
 	model frequencies (percent)
 	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -6.19
-                                                           dm:    0.00
-                                                           dx:    0.24
+                                                           dL:   -0.31
+                                                           dm:    0.01
+                                                           dx:    0.01
 Iteration 34
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -1.83
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -0.15
                                                            dm:    0.01
-                                                           dx:    0.11
+                                                           dx:    0.01
 Iteration 35
 	model frequencies (percent)
 	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -2.36
+                                                           dL:    0.09
                                                            dm:    0.00
-                                                           dx:    0.06
+                                                           dx:    0.01
 Iteration 36
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   10.34
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.26
                                                            dm:    0.01
-                                                           dx:    0.11
+                                                           dx:    0.02
 Iteration 37
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.33
-                                                           dm:    0.00
-                                                           dx:    0.35
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.12
+                                                           dm:    0.01
+                                                           dx:    0.02
 Iteration 38
 	model frequencies (percent)
 	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.09
+                                                           dL:   -9.17
                                                            dm:    0.00
-                                                           dx:    0.08
+                                                           dx:    0.02
 Iteration 39
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.05
-                                                           dm:    0.01
-                                                           dx:    0.10
+	model 1: 56.8| model 2: 17.9| model 3: 1.6| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    8.67
+                                                           dm:    0.00
+                                                           dx:    0.08
 Iteration 40
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.03
-                                                           dm:    0.00
-                                                           dx:    0.11
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.82
+                                                           dm:    0.02
+                                                           dx:    0.03
 Iteration 41
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -0.04
-                                                           dm:    0.00
-                                                           dx:    0.11
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -7.09
+                                                           dm:    0.01
+                                                           dx:    0.02
 Iteration 42
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.08
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -8.79
                                                            dm:    0.00
-                                                           dx:    0.12
+                                                           dx:    0.09
 Iteration 43
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.01
-                                                           dm:    0.00
-                                                           dx:    0.10
+	model 1: 56.8| model 2: 17.9| model 3: 1.2| model 4: 15.8| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   11.62
+                                                           dm:    0.01
+                                                           dx:    0.09
 Iteration 44
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -0.00
-                                                           dm:    0.00
-                                                           dx:    0.10
+	model 1: 56.7| model 2: 17.9| model 3: 1.5| model 4: 15.6| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    2.27
+                                                           dm:    0.09
+                                                           dx:    0.02
 Iteration 45
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.09
+	model 1: 56.7| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.70
+                                                           dm:    0.04
+                                                           dx:    0.03
 Iteration 46
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.01
-                                                           dm:    0.00
-                                                           dx:    0.08
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.29
+                                                           dm:    0.04
+                                                           dx:    0.03
 Iteration 47
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -0.05
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.17
                                                            dm:    0.00
-                                                           dx:    0.08
+                                                           dx:    0.02
 Iteration 48
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.07
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:    0.14
                                                            dm:    0.00
-                                                           dx:    0.08
+                                                           dx:    0.02
 Iteration 49
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -0.01
-                                                           dm:    0.00
-                                                           dx:    0.06
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -0.11
+                                                           dm:    0.01
+                                                           dx:    0.01
 Iteration 50
 	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.06
-Iteration 51
-	model frequencies (percent)
-	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.3| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
-                                                           dL:   -0.06
+	model 1: 56.8| model 2: 17.9| model 3: 1.7| model 4: 15.4| model 5: 1.9| model 6: 4.0| model 7: 2.3| 
+                                                           dL:   -0.04
                                                            dm:    0.00
-                                                           dx:    0.05
+                                                           dx:    0.01
+                                                          Converged :]

hbi_output/1235/150_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 16:47:34
+Hierarchical Bayesian Inference                    2026-05-22 10:30:12
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,164 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 34.6| model 2: 17.6| model 3: 15.2| model 4: 21.2| model 5: 5.4| model 6: 3.7| model 7: 2.3| 
-                                                           dL:  156.62
-                                                           dm:   65.39
-                                                           dx:    9.58
+	model 1: 18.0| model 2: 13.5| model 3: 4.9| model 4: 20.6| model 5: 12.4| model 6: 18.3| model 7: 12.4| 
+                                                           dL:  114.21
+                                                           dm:   79.41
+                                                           dx:    6.92
 Iteration 03
 	model frequencies (percent)
-	model 1: 31.4| model 2: 17.0| model 3: 9.8| model 4: 20.8| model 5: 5.7| model 6: 9.9| model 7: 5.4| 
-                                                           dL:   65.68
-                                                           dm:    3.21
-                                                           dx:    1.64
+	model 1: 15.9| model 2: 13.5| model 3: 2.3| model 4: 20.9| model 5: 12.7| model 6: 21.0| model 7: 13.8| 
+                                                           dL:   30.46
+                                                           dm:    2.70
+                                                           dx:    1.11
 Iteration 04
 	model frequencies (percent)
-	model 1: 22.4| model 2: 15.6| model 3: 6.1| model 4: 21.0| model 5: 8.7| model 6: 16.7| model 7: 9.5| 
-                                                           dL:   35.60
-                                                           dm:    8.99
-                                                           dx:    0.91
+	model 1: 15.9| model 2: 13.4| model 3: 1.9| model 4: 20.4| model 5: 13.0| model 6: 21.3| model 7: 14.0| 
+                                                           dL:   11.22
+                                                           dm:    0.36
+                                                           dx:    0.39
 Iteration 05
 	model frequencies (percent)
-	model 1: 16.9| model 2: 14.8| model 3: 2.7| model 4: 21.8| model 5: 11.1| model 6: 20.2| model 7: 12.6| 
-                                                           dL:   27.92
-                                                           dm:    0.83
-                                                           dx:    0.38
+	model 1: 16.0| model 2: 13.3| model 3: 2.3| model 4: 19.9| model 5: 13.2| model 6: 21.3| model 7: 14.0| 
+                                                           dL:    1.33
+                                                           dm:    0.01
+                                                           dx:    0.17
 Iteration 06
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.1| model 3: 1.2| model 4: 21.4| model 5: 12.3| model 6: 21.2| model 7: 13.8| 
-                                                           dL:   26.84
-                                                           dm:    0.38
-                                                           dx:    0.42
+	model 1: 16.0| model 2: 13.3| model 3: 2.4| model 4: 19.8| model 5: 13.2| model 6: 21.3| model 7: 14.0| 
+                                                           dL:   -2.57
+                                                           dm:    0.00
+                                                           dx:    0.13
 Iteration 07
 	model frequencies (percent)
-	model 1: 16.1| model 2: 13.7| model 3: 1.4| model 4: 20.6| model 5: 12.8| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   21.15
-                                                           dm:    0.11
-                                                           dx:    0.41
+	model 1: 16.0| model 2: 13.2| model 3: 2.0| model 4: 20.2| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:   -0.94
+                                                           dm:    0.00
+                                                           dx:    0.24
 Iteration 08
 	model frequencies (percent)
-	model 1: 16.2| model 2: 13.5| model 3: 2.7| model 4: 19.3| model 5: 13.0| model 6: 21.3| model 7: 14.0| 
-                                                           dL:  -11.72
+	model 1: 16.0| model 2: 13.2| model 3: 1.5| model 4: 20.7| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:    1.15
                                                            dm:    0.00
-                                                           dx:    0.65
+                                                           dx:    0.32
 Iteration 09
 	model frequencies (percent)
-	model 1: 16.3| model 2: 13.3| model 3: 2.0| model 4: 19.8| model 5: 13.2| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.24
+	model 1: 15.9| model 2: 13.1| model 3: 1.5| model 4: 20.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:    0.05
                                                            dm:    0.00
-                                                           dx:    0.21
+                                                           dx:    0.42
 Iteration 10
 	model frequencies (percent)
-	model 1: 16.3| model 2: 13.2| model 3: 2.0| model 4: 20.0| model 5: 13.2| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -1.15
+	model 1: 15.9| model 2: 13.1| model 3: 1.2| model 4: 21.1| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:    1.61
                                                            dm:    0.00
-                                                           dx:    0.19
+                                                           dx:    0.43
 Iteration 11
 	model frequencies (percent)
-	model 1: 16.2| model 2: 13.2| model 3: 2.0| model 4: 20.1| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -3.23
+	model 1: 15.9| model 2: 13.1| model 3: 1.5| model 4: 20.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:    2.38
                                                            dm:    0.00
-                                                           dx:    0.09
+                                                           dx:    0.44
 Iteration 12
 	model frequencies (percent)
-	model 1: 16.2| model 2: 13.1| model 3: 1.9| model 4: 20.1| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    4.69
+	model 1: 16.0| model 2: 13.1| model 3: 2.0| model 4: 20.3| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:   -1.60
                                                            dm:    0.00
-                                                           dx:    0.17
+                                                           dx:    0.27
 Iteration 13
 	model frequencies (percent)
-	model 1: 16.2| model 2: 13.1| model 3: 2.1| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -1.25
+	model 1: 16.1| model 2: 13.1| model 3: 1.9| model 4: 20.3| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:    1.93
                                                            dm:    0.00
-                                                           dx:    0.31
+                                                           dx:    0.18
 Iteration 14
 	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    1.87
+	model 1: 16.1| model 2: 13.1| model 3: 2.0| model 4: 20.1| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:   -1.77
                                                            dm:    0.00
-                                                           dx:    0.39
+                                                           dx:    0.25
 Iteration 15
 	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.40
+	model 1: 16.1| model 2: 13.1| model 3: 1.9| model 4: 20.2| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:    3.26
                                                            dm:    0.00
-                                                           dx:    0.44
+                                                           dx:    0.19
 Iteration 16
 	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.25
+	model 1: 16.1| model 2: 13.1| model 3: 2.1| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:   -0.18
                                                            dm:    0.00
-                                                           dx:    0.40
+                                                           dx:    0.21
 Iteration 17
 	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -1.00
+	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:    0.40
                                                            dm:    0.00
-                                                           dx:    0.37
+                                                           dx:    0.23
 Iteration 18
 	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.22
+	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
+                                                           dL:    0.06
                                                            dm:    0.00
-                                                           dx:    0.29
+                                                           dx:    0.21
 Iteration 19
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.14
+                                                           dL:   -0.02
                                                            dm:    0.00
-                                                           dx:    0.27
+                                                           dx:    0.20
 Iteration 20
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.18
+                                                           dL:   -0.01
                                                            dm:    0.00
-                                                           dx:    0.26
+                                                           dx:    0.22
 Iteration 21
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.00
+                                                           dL:    0.09
                                                            dm:    0.00
-                                                           dx:    0.21
+                                                           dx:    0.18
 Iteration 22
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.17
+                                                           dL:   -0.03
                                                            dm:    0.00
-                                                           dx:    0.26
+                                                           dx:    0.15
 Iteration 23
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.12
+                                                           dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.17
+                                                           dx:    0.10
 Iteration 24
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.12
+                                                           dL:   -0.06
                                                            dm:    0.00
-                                                           dx:    0.14
+                                                           dx:    0.16
 Iteration 25
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.08
+                                                           dL:    0.07
                                                            dm:    0.00
-                                                           dx:    0.11
+                                                           dx:    0.12
 Iteration 26
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.05
+                                                           dL:    0.02
                                                            dm:    0.00
                                                            dx:    0.08
 Iteration 27
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.03
-                                                           dm:    0.00
-                                                           dx:    0.08
-Iteration 28
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.05
-                                                           dm:    0.00
-                                                           dx:    0.08
-Iteration 29
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.02
-                                                           dm:    0.00
-                                                           dx:    0.14
-Iteration 30
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.08
-                                                           dm:    0.00
-                                                           dx:    0.10
-Iteration 31
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.02
-                                                           dm:    0.00
-                                                           dx:    0.06
-Iteration 32
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.04
-                                                           dm:    0.00
-                                                           dx:    0.12
-Iteration 33
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.03
-                                                           dm:    0.00
-                                                           dx:    0.08
-Iteration 34
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.05
-                                                           dm:    0.00
-                                                           dx:    0.05
-Iteration 35
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.01
-                                                           dm:    0.00
-                                                           dx:    0.03
-Iteration 36
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.06
-                                                           dm:    0.00
-                                                           dx:    0.12
-Iteration 37
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.07
-                                                           dm:    0.00
-                                                           dx:    0.07
-Iteration 38
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.03
-                                                           dm:    0.00
-                                                           dx:    0.03
-Iteration 39
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
                                                            dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.03
-Iteration 40
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.06
-                                                           dm:    0.00
-                                                           dx:    0.12
-Iteration 41
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.07
-Iteration 42
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.05
-                                                           dm:    0.00
-                                                           dx:    0.04
-Iteration 43
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.01
-                                                           dm:    0.00
-                                                           dx:    0.02
-Iteration 44
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.06
-                                                           dm:    0.00
-                                                           dx:    0.12
-Iteration 45
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.07
-Iteration 46
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.05
-                                                           dm:    0.00
-                                                           dx:    0.04
-Iteration 47
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.01
-                                                           dm:    0.00
-                                                           dx:    0.01
-Iteration 48
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:   -0.06
-                                                           dm:    0.00
-                                                           dx:    0.12
-Iteration 49
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.07
-Iteration 50
-	model frequencies (percent)
-	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 20.0| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.05
-                                                           dm:    0.00
                                                            dx:    0.04
-Iteration 51
+Iteration 28
 	model frequencies (percent)
 	model 1: 16.1| model 2: 13.1| model 3: 2.2| model 4: 19.9| model 5: 13.3| model 6: 21.3| model 7: 14.0| 
-                                                           dL:    0.02
+                                                           dL:    0.00
                                                            dm:    0.00
                                                            dx:    0.01
+                                                          Converged :]

hbi_output/1235/150_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 16:56:45
+Hierarchical Bayesian Inference                    2026-05-22 10:36:53
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 51.6| model 2: 22.8| model 3: 6.1| model 4: 15.4| model 5: 2.3| model 6: 1.6| model 7: 0.3| 
-                                                           dL:  209.77
-                                                           dm:   48.43
-                                                           dx:   14.28
+	model 1: 46.0| model 2: 19.3| model 3: 2.4| model 4: 21.6| model 5: 6.1| model 6: 3.3| model 7: 1.3| 
+                                                           dL:  152.62
+                                                           dm:   54.02
+                                                           dx:   10.47
 Iteration 03
 	model frequencies (percent)
-	model 1: 52.7| model 2: 23.2| model 3: 4.1| model 4: 13.8| model 5: 2.9| model 6: 2.9| model 7: 0.4| 
-                                                           dL:   34.74
-                                                           dm:    1.17
-                                                           dx:    0.54
+	model 1: 51.0| model 2: 21.9| model 3: 1.4| model 4: 16.8| model 5: 4.2| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   10.06
+                                                           dm:    4.99
+                                                           dx:    0.35
 Iteration 04
 	model frequencies (percent)
-	model 1: 52.4| model 2: 23.3| model 3: 4.1| model 4: 13.1| model 5: 3.2| model 6: 3.2| model 7: 0.6| 
-                                                           dL:   11.33
-                                                           dm:    0.33
-                                                           dx:    0.32
+	model 1: 52.4| model 2: 22.7| model 3: 1.3| model 4: 15.3| model 5: 3.7| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    2.32
+                                                           dm:    1.44
+                                                           dx:    0.29
 Iteration 05
 	model frequencies (percent)
-	model 1: 52.6| model 2: 23.3| model 3: 3.5| model 4: 13.3| model 5: 3.3| model 6: 3.3| model 7: 0.7| 
-                                                           dL:  -13.64
-                                                           dm:    0.15
-                                                           dx:    0.19
+	model 1: 52.8| model 2: 22.9| model 3: 1.2| model 4: 14.9| model 5: 3.5| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    0.92
+                                                           dm:    0.41
+                                                           dx:    0.34
 Iteration 06
 	model frequencies (percent)
-	model 1: 52.7| model 2: 23.2| model 3: 3.0| model 4: 13.5| model 5: 3.4| model 6: 3.3| model 7: 1.0| 
-                                                           dL:    2.21
-                                                           dm:    0.14
-                                                           dx:    0.38
+	model 1: 52.9| model 2: 23.0| model 3: 1.2| model 4: 14.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    0.73
+                                                           dm:    0.07
+                                                           dx:    0.37
 Iteration 07
 	model frequencies (percent)
-	model 1: 52.6| model 2: 23.2| model 3: 2.9| model 4: 13.6| model 5: 3.4| model 6: 3.3| model 7: 1.1| 
-                                                           dL:   -0.74
-                                                           dm:    0.11
-                                                           dx:    0.18
+	model 1: 52.9| model 2: 23.0| model 3: 1.1| model 4: 14.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    3.90
+                                                           dm:    0.01
+                                                           dx:    0.54
 Iteration 08
 	model frequencies (percent)
-	model 1: 52.7| model 2: 23.2| model 3: 2.3| model 4: 14.0| model 5: 3.4| model 6: 3.3| model 7: 1.2| 
-                                                           dL:    1.16
-                                                           dm:    0.10
-                                                           dx:    0.13
+	model 1: 52.6| model 2: 22.9| model 3: 1.7| model 4: 14.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    3.31
+                                                           dm:    0.34
+                                                           dx:    0.60
 Iteration 09
 	model frequencies (percent)
-	model 1: 52.5| model 2: 23.1| model 3: 2.3| model 4: 14.1| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    5.75
-                                                           dm:    0.15
-                                                           dx:    0.16
+	model 1: 52.3| model 2: 23.0| model 3: 2.0| model 4: 14.6| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.38
+                                                           dm:    0.21
+                                                           dx:    0.27
 Iteration 10
 	model frequencies (percent)
-	model 1: 52.1| model 2: 23.1| model 3: 2.6| model 4: 14.1| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    1.09
-                                                           dm:    0.46
-                                                           dx:    0.11
+	model 1: 52.1| model 2: 23.0| model 3: 2.4| model 4: 14.5| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.58
+                                                           dm:    0.19
+                                                           dx:    0.18
 Iteration 11
 	model frequencies (percent)
-	model 1: 52.0| model 2: 23.1| model 3: 2.7| model 4: 14.2| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -3.35
-                                                           dm:    0.10
-                                                           dx:    0.15
+	model 1: 51.9| model 2: 23.0| model 3: 2.9| model 4: 14.1| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.57
+                                                           dm:    0.24
+                                                           dx:    0.10
 Iteration 12
 	model frequencies (percent)
-	model 1: 52.0| model 2: 23.0| model 3: 2.4| model 4: 14.5| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.85
-                                                           dm:    0.02
-                                                           dx:    0.13
+	model 1: 51.8| model 2: 23.0| model 3: 3.2| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    5.25
+                                                           dm:    0.12
+                                                           dx:    0.07
 Iteration 13
 	model frequencies (percent)
-	model 1: 52.0| model 2: 23.0| model 3: 2.2| model 4: 14.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    3.72
-                                                           dm:    0.01
-                                                           dx:    0.14
+	model 1: 51.7| model 2: 23.1| model 3: 3.5| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -2.58
+                                                           dm:    0.10
+                                                           dx:    0.04
 Iteration 14
 	model frequencies (percent)
-	model 1: 52.0| model 2: 22.9| model 3: 2.1| model 4: 14.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    1.05
-                                                           dm:    0.00
-                                                           dx:    0.17
+	model 1: 51.6| model 2: 23.1| model 3: 3.6| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -0.61
+                                                           dm:    0.04
+                                                           dx:    0.04
 Iteration 15
 	model frequencies (percent)
-	model 1: 51.8| model 2: 22.9| model 3: 2.7| model 4: 14.4| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    1.39
-                                                           dm:    0.16
-                                                           dx:    0.23
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.8| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -0.67
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 16
 	model frequencies (percent)
-	model 1: 51.9| model 2: 23.0| model 3: 2.4| model 4: 14.6| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    5.27
-                                                           dm:    0.11
-                                                           dx:    0.16
+	model 1: 51.6| model 2: 23.1| model 3: 3.3| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -0.05
+                                                           dm:    0.02
+                                                           dx:    0.03
 Iteration 17
 	model frequencies (percent)
-	model 1: 51.9| model 2: 23.0| model 3: 2.6| model 4: 14.5| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -2.69
-                                                           dm:    0.10
-                                                           dx:    0.17
+	model 1: 51.6| model 2: 23.1| model 3: 3.5| model 4: 13.8| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    0.14
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 18
 	model frequencies (percent)
-	model 1: 51.7| model 2: 23.0| model 3: 3.1| model 4: 14.2| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    5.75
-                                                           dm:    0.13
-                                                           dx:    0.15
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.85
+                                                           dm:    0.03
+                                                           dx:    0.07
 Iteration 19
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.0| model 3: 3.3| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -2.45
-                                                           dm:    0.07
-                                                           dx:    0.12
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.11
+                                                           dm:    0.01
+                                                           dx:    0.11
 Iteration 20
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.5| model 4: 13.8| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.45
-                                                           dm:    0.08
-                                                           dx:    0.10
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -1.49
+                                                           dm:    0.00
+                                                           dx:    0.09
 Iteration 21
 	model frequencies (percent)
 	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.38
-                                                           dm:    0.02
-                                                           dx:    0.09
+                                                           dL:   -1.08
+                                                           dm:    0.01
+                                                           dx:    0.12
 Iteration 22
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.3| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.17
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    2.26
                                                            dm:    0.01
-                                                           dx:    0.09
+                                                           dx:    0.14
 Iteration 23
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.3| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    0.00
-                                                           dm:    0.01
-                                                           dx:    0.08
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -1.71
+                                                           dm:    0.00
+                                                           dx:    0.11
 Iteration 24
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.3| model 4: 14.0| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    0.04
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -0.09
                                                            dm:    0.00
-                                                           dx:    0.08
+                                                           dx:    0.18
 Iteration 25
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.3| model 4: 14.0| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    0.06
-                                                           dm:    0.00
-                                                           dx:    0.07
+	model 1: 51.5| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    2.03
+                                                           dm:    0.10
+                                                           dx:    0.19
 Iteration 26
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.3| model 4: 14.0| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.27
-                                                           dm:    0.00
-                                                           dx:    0.07
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -1.53
+                                                           dm:    0.10
+                                                           dx:    0.10
 Iteration 27
 	model frequencies (percent)
-	model 1: 51.5| model 2: 23.1| model 3: 3.6| model 4: 13.8| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    2.05
-                                                           dm:    0.08
-                                                           dx:    0.09
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.46
+                                                           dm:    0.01
+                                                           dx:    0.15
 Iteration 28
 	model frequencies (percent)
 	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.18
-                                                           dm:    0.07
-                                                           dx:    0.14
+                                                           dL:   -0.99
+                                                           dm:    0.00
+                                                           dx:    0.11
 Iteration 29
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.69
-                                                           dm:    0.00
+	model 1: 51.5| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -0.73
+                                                           dm:    0.10
                                                            dx:    0.14
 Iteration 30
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    3.19
-                                                           dm:    0.00
+	model 1: 51.5| model 2: 23.1| model 3: 3.8| model 4: 13.6| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.28
+                                                           dm:    0.01
                                                            dx:    0.15
 Iteration 31
 	model frequencies (percent)
-	model 1: 51.5| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -2.69
-                                                           dm:    0.10
-                                                           dx:    0.15
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.8| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    0.89
+                                                           dm:    0.11
+                                                           dx:    0.09
 Iteration 32
 	model frequencies (percent)
 	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    0.18
-                                                           dm:    0.10
-                                                           dx:    0.15
+                                                           dL:   -1.06
+                                                           dm:    0.01
+                                                           dx:    0.06
 Iteration 33
 	model frequencies (percent)
-	model 1: 51.5| model 2: 23.1| model 3: 3.7| model 4: 13.6| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    1.43
-                                                           dm:    0.05
-                                                           dx:    0.17
+	model 1: 51.5| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    0.52
+                                                           dm:    0.10
+                                                           dx:    0.12
 Iteration 34
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.5| model 4: 13.8| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -6.30
-                                                           dm:    0.05
-                                                           dx:    0.11
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    0.54
+                                                           dm:    0.11
+                                                           dx:    0.05
 Iteration 35
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 2.8| model 4: 14.4| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    7.54
-                                                           dm:    0.00
-                                                           dx:    0.16
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -0.96
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 36
 	model frequencies (percent)
-	model 1: 51.3| model 2: 23.1| model 3: 3.6| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.21
-                                                           dm:    0.22
-                                                           dx:    0.15
+	model 1: 51.5| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    0.47
+                                                           dm:    0.10
+                                                           dx:    0.10
 Iteration 37
 	model frequencies (percent)
-	model 1: 51.5| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.88
-                                                           dm:    0.16
-                                                           dx:    0.09
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.19
+                                                           dm:    0.11
+                                                           dx:    0.03
 Iteration 38
 	model frequencies (percent)
-	model 1: 51.4| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -6.80
-                                                           dm:    0.07
-                                                           dx:    0.14
+	model 1: 51.5| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -0.76
+                                                           dm:    0.11
+                                                           dx:    0.04
 Iteration 39
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 2.8| model 4: 14.4| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    7.11
-                                                           dm:    0.12
-                                                           dx:    0.15
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -0.90
+                                                           dm:    0.10
+                                                           dx:    0.02
 Iteration 40
 	model frequencies (percent)
-	model 1: 51.4| model 2: 23.1| model 3: 3.3| model 4: 14.1| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    1.42
-                                                           dm:    0.13
-                                                           dx:    0.14
+	model 1: 51.4| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -6.80
+                                                           dm:    0.10
+                                                           dx:    0.08
 Iteration 41
 	model frequencies (percent)
-	model 1: 51.4| model 2: 23.1| model 3: 3.7| model 4: 13.8| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.70
-                                                           dm:    0.02
-                                                           dx:    0.09
+	model 1: 51.6| model 2: 23.1| model 3: 2.8| model 4: 14.5| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    4.24
+                                                           dm:    0.11
+                                                           dx:    0.10
 Iteration 42
 	model frequencies (percent)
-	model 1: 51.5| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    0.85
+	model 1: 51.4| model 2: 23.1| model 3: 3.3| model 4: 14.1| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    2.77
                                                            dm:    0.14
-                                                           dx:    0.06
+                                                           dx:    0.11
 Iteration 43
 	model frequencies (percent)
-	model 1: 51.4| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.80
-                                                           dm:    0.09
-                                                           dx:    0.06
+	model 1: 51.5| model 2: 23.1| model 3: 3.4| model 4: 14.0| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.40
+                                                           dm:    0.08
+                                                           dx:    0.05
 Iteration 44
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -0.95
-                                                           dm:    0.11
+	model 1: 51.4| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -1.06
+                                                           dm:    0.07
                                                            dx:    0.04
 Iteration 45
 	model frequencies (percent)
-	model 1: 51.5| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    0.46
-                                                           dm:    0.10
-                                                           dx:    0.10
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -3.60
+                                                           dm:    0.12
+                                                           dx:    0.09
 Iteration 46
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    0.85
-                                                           dm:    0.11
-                                                           dx:    0.05
+	model 1: 51.6| model 2: 23.1| model 3: 3.1| model 4: 14.2| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -0.33
+                                                           dm:    0.08
+                                                           dx:    0.11
 Iteration 47
 	model frequencies (percent)
-	model 1: 51.5| model 2: 23.1| model 3: 3.7| model 4: 13.7| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -6.95
-                                                           dm:    0.11
-                                                           dx:    0.05
+	model 1: 51.6| model 2: 23.0| model 3: 3.0| model 4: 14.2| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -1.15
+                                                           dm:    0.00
+                                                           dx:    0.09
 Iteration 48
 	model frequencies (percent)
-	model 1: 51.4| model 2: 23.1| model 3: 3.2| model 4: 14.2| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    6.04
-                                                           dm:    0.01
+	model 1: 51.6| model 2: 23.0| model 3: 3.0| model 4: 14.3| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    2.23
+                                                           dm:    0.00
                                                            dx:    0.09
 Iteration 49
 	model frequencies (percent)
-	model 1: 51.4| model 2: 23.1| model 3: 3.4| model 4: 14.0| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    0.27
-                                                           dm:    0.01
-                                                           dx:    0.06
+	model 1: 51.5| model 2: 23.0| model 3: 3.6| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.40
+                                                           dm:    0.16
+                                                           dx:    0.11
 Iteration 50
 	model frequencies (percent)
-	model 1: 51.5| model 2: 23.1| model 3: 3.4| model 4: 14.0| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:   -2.69
-                                                           dm:    0.07
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:    1.30
+                                                           dm:    0.08
                                                            dx:    0.08
 Iteration 51
 	model frequencies (percent)
-	model 1: 51.6| model 2: 23.1| model 3: 3.3| model 4: 14.0| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
-                                                           dL:    1.07
-                                                           dm:    0.08
-                                                           dx:    0.10
+	model 1: 51.6| model 2: 23.1| model 3: 3.4| model 4: 13.9| model 5: 3.4| model 6: 3.3| model 7: 1.3| 
+                                                           dL:   -2.33
+                                                           dm:    0.01
+                                                           dx:    0.03

hbi_output/1235/150_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 16:47:56
+Hierarchical Bayesian Inference                    2026-05-22 10:45:27
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 36.5| model 2: 14.3| model 3: 13.5| model 4: 19.8| model 5: 9.1| model 6: 3.5| model 7: 3.3| 
-                                                           dL:  187.90
-                                                           dm:   63.48
-                                                           dx:   13.31
+	model 1: 18.8| model 2: 11.7| model 3: 4.7| model 4: 18.8| model 5: 15.6| model 6: 16.0| model 7: 14.4| 
+                                                           dL:  100.93
+                                                           dm:   81.18
+                                                           dx:   10.65
 Iteration 03
 	model frequencies (percent)
-	model 1: 29.2| model 2: 11.9| model 3: 7.6| model 4: 19.1| model 5: 14.6| model 6: 9.3| model 7: 8.3| 
-                                                           dL:   71.96
-                                                           dm:    7.31
-                                                           dx:    0.81
+	model 1: 15.2| model 2: 10.7| model 3: 1.4| model 4: 20.4| model 5: 16.9| model 6: 18.8| model 7: 16.6| 
+                                                           dL:   37.94
+                                                           dm:    1.56
+                                                           dx:    1.16
 Iteration 04
 	model frequencies (percent)
-	model 1: 19.9| model 2: 10.7| model 3: 3.0| model 4: 20.9| model 5: 16.4| model 6: 15.4| model 7: 13.5| 
-                                                           dL:   54.64
-                                                           dm:    1.83
-                                                           dx:    0.63
+	model 1: 14.5| model 2: 10.4| model 3: 1.4| model 4: 19.7| model 5: 17.4| model 6: 19.3| model 7: 17.3| 
+                                                           dL:   16.43
+                                                           dm:    0.70
+                                                           dx:    0.43
 Iteration 05
 	model frequencies (percent)
-	model 1: 15.4| model 2: 10.4| model 3: 1.9| model 4: 20.3| model 5: 17.2| model 6: 18.6| model 7: 16.2| 
-                                                           dL:   47.49
-                                                           dm:    0.65
-                                                           dx:    0.56
+	model 1: 14.9| model 2: 10.3| model 3: 1.4| model 4: 19.2| model 5: 17.6| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    0.73
+                                                           dm:    0.03
+                                                           dx:    0.43
 Iteration 06
 	model frequencies (percent)
-	model 1: 14.5| model 2: 10.3| model 3: 2.0| model 4: 19.1| model 5: 17.5| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    8.58
-                                                           dm:    0.73
-                                                           dx:    0.46
+	model 1: 15.1| model 2: 10.2| model 3: 1.4| model 4: 19.0| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:   -0.24
+                                                           dm:    0.00
+                                                           dx:    0.55
 Iteration 07
 	model frequencies (percent)
-	model 1: 15.1| model 2: 10.2| model 3: 2.3| model 4: 18.1| model 5: 17.6| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -7.05
-                                                           dm:    0.02
-                                                           dx:    0.41
+	model 1: 15.2| model 2: 10.2| model 3: 1.3| model 4: 18.9| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    3.60
+                                                           dm:    0.00
+                                                           dx:    0.39
 Iteration 08
 	model frequencies (percent)
-	model 1: 15.5| model 2: 10.2| model 3: 2.0| model 4: 17.9| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    8.38
+	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.9| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    0.08
                                                            dm:    0.00
-                                                           dx:    0.27
+                                                           dx:    0.46
 Iteration 09
 	model frequencies (percent)
-	model 1: 15.6| model 2: 10.2| model 3: 2.5| model 4: 17.4| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -6.73
+	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:   -3.52
                                                            dm:    0.00
-                                                           dx:    0.37
+                                                           dx:    0.52
 Iteration 10
 	model frequencies (percent)
-	model 1: 15.6| model 2: 10.2| model 3: 2.5| model 4: 17.3| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    4.17
+	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    2.01
                                                            dm:    0.00
-                                                           dx:    0.32
+                                                           dx:    0.58
 Iteration 11
 	model frequencies (percent)
-	model 1: 15.6| model 2: 10.2| model 3: 2.4| model 4: 17.4| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:  -12.24
+	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:   -0.83
                                                            dm:    0.00
-                                                           dx:    0.30
+                                                           dx:    0.81
 Iteration 12
 	model frequencies (percent)
-	model 1: 15.6| model 2: 10.2| model 3: 2.2| model 4: 17.6| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -2.13
+	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    1.52
                                                            dm:    0.00
-                                                           dx:    0.39
+                                                           dx:    0.76
 Iteration 13
 	model frequencies (percent)
-	model 1: 15.6| model 2: 10.2| model 3: 1.5| model 4: 18.4| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    8.53
+	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    2.89
                                                            dm:    0.00
-                                                           dx:    0.51
+                                                           dx:    0.47
 Iteration 14
 	model frequencies (percent)
-	model 1: 15.4| model 2: 10.2| model 3: 1.7| model 4: 18.3| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -4.36
+	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:   -8.80
                                                            dm:    0.00
-                                                           dx:    0.55
+                                                           dx:    0.61
 Iteration 15
 	model frequencies (percent)
-	model 1: 15.4| model 2: 10.2| model 3: 1.4| model 4: 18.7| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    0.23
+	model 1: 15.5| model 2: 10.2| model 3: 0.7| model 4: 19.2| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    7.65
                                                            dm:    0.00
-                                                           dx:    0.19
+                                                           dx:    0.59
 Iteration 16
 	model frequencies (percent)
-	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    3.77
+	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    0.48
                                                            dm:    0.00
-                                                           dx:    0.34
+                                                           dx:    0.56
 Iteration 17
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    0.44
+                                                           dL:   -2.22
                                                            dm:    0.00
-                                                           dx:    0.40
+                                                           dx:    0.35
 Iteration 18
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    4.13
+                                                           dL:    2.44
                                                            dm:    0.00
-                                                           dx:    0.62
+                                                           dx:    0.32
 Iteration 19
 	model frequencies (percent)
-	model 1: 15.3| model 2: 10.2| model 3: 1.4| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -1.63
+	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:   -0.17
                                                            dm:    0.00
                                                            dx:    0.25
 Iteration 20
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    2.10
+                                                           dL:   -2.27
                                                            dm:    0.00
-                                                           dx:    0.51
+                                                           dx:    0.21
 Iteration 21
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    0.16
+                                                           dL:    2.43
                                                            dm:    0.00
-                                                           dx:    0.42
+                                                           dx:    0.22
 Iteration 22
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -2.17
+                                                           dL:   -2.34
                                                            dm:    0.00
-                                                           dx:    0.45
+                                                           dx:    0.13
 Iteration 23
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -5.79
+                                                           dL:   -1.27
                                                            dm:    0.00
-                                                           dx:    0.49
+                                                           dx:    0.11
 Iteration 24
 	model frequencies (percent)
-	model 1: 15.5| model 2: 10.2| model 3: 0.7| model 4: 19.2| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    7.74
+	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    3.49
                                                            dm:    0.00
-                                                           dx:    0.47
+                                                           dx:    0.33
 Iteration 25
 	model frequencies (percent)
-	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -1.66
+	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:   -0.00
                                                            dm:    0.00
-                                                           dx:    0.85
+                                                           dx:    0.17
 Iteration 26
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    0.73
+                                                           dL:   -2.30
                                                            dm:    0.00
-                                                           dx:    0.41
+                                                           dx:    0.15
 Iteration 27
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -1.77
+                                                           dL:   -1.71
                                                            dm:    0.00
-                                                           dx:    0.31
+                                                           dx:    0.17
 Iteration 28
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    0.02
+                                                           dL:    1.84
                                                            dm:    0.00
-                                                           dx:    0.29
+                                                           dx:    0.43
 Iteration 29
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    2.28
+                                                           dL:    1.14
                                                            dm:    0.00
-                                                           dx:    0.23
+                                                           dx:    0.07
 Iteration 30
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -2.51
+                                                           dL:    1.13
                                                            dm:    0.00
-                                                           dx:    0.16
+                                                           dx:    0.17
 Iteration 31
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    1.22
+                                                           dL:   -0.17
                                                            dm:    0.00
-                                                           dx:    0.12
+                                                           dx:    0.09
 Iteration 32
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    2.44
+                                                           dL:   -2.25
                                                            dm:    0.00
-                                                           dx:    0.39
+                                                           dx:    0.25
 Iteration 33
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -2.44
+                                                           dL:    2.43
                                                            dm:    0.00
-                                                           dx:    0.19
+                                                           dx:    0.24
 Iteration 34
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    2.43
+                                                           dL:   -0.16
                                                            dm:    0.00
-                                                           dx:    0.31
+                                                           dx:    0.25
 Iteration 35
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -2.34
+                                                           dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.07
+                                                           dx:    0.16
 Iteration 36
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -3.56
+                                                           dL:    0.00
                                                            dm:    0.00
-                                                           dx:    0.16
+                                                           dx:    0.13
 Iteration 37
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    3.62
+                                                           dL:   -2.30
                                                            dm:    0.00
-                                                           dx:    0.45
+                                                           dx:    0.10
 Iteration 38
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    2.25
+                                                           dL:    0.12
                                                            dm:    0.00
-                                                           dx:    0.26
+                                                           dx:    0.13
 Iteration 39
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -2.30
+                                                           dL:    2.32
                                                            dm:    0.00
-                                                           dx:    0.10
+                                                           dx:    0.45
 Iteration 40
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    1.14
+                                                           dL:   -0.04
                                                            dm:    0.00
-                                                           dx:    0.27
+                                                           dx:    0.03
 Iteration 41
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    1.14
+                                                           dL:   -0.02
                                                            dm:    0.00
-                                                           dx:    0.07
+                                                           dx:    0.08
 Iteration 42
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -0.18
+                                                           dL:   -0.02
                                                            dm:    0.00
-                                                           dx:    0.08
+                                                           dx:    0.11
 Iteration 43
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    0.03
+                                                           dL:   -2.32
                                                            dm:    0.00
-                                                           dx:    0.29
+                                                           dx:    0.10
 Iteration 44
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    0.01
+                                                           dL:   -5.88
                                                            dm:    0.00
-                                                           dx:    0.22
+                                                           dx:    0.14
 Iteration 45
 	model frequencies (percent)
-	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -2.29
+	model 1: 15.5| model 2: 10.2| model 3: 0.7| model 4: 19.2| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    5.36
                                                            dm:    0.00
-                                                           dx:    0.16
+                                                           dx:    0.08
 Iteration 46
 	model frequencies (percent)
-	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -1.23
+	model 1: 15.3| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
+                                                           dL:    2.90
                                                            dm:    0.00
-                                                           dx:    0.17
+                                                           dx:    0.79
 Iteration 47
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    3.51
+                                                           dL:   -2.30
                                                            dm:    0.00
-                                                           dx:    0.29
+                                                           dx:    0.07
 Iteration 48
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    0.01
+                                                           dL:   -1.73
                                                            dm:    0.00
-                                                           dx:    0.13
+                                                           dx:    0.22
 Iteration 49
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -2.30
+                                                           dL:    1.81
                                                            dm:    0.00
-                                                           dx:    0.10
+                                                           dx:    0.39
 Iteration 50
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:    2.43
+                                                           dL:   -3.54
                                                            dm:    0.00
-                                                           dx:    0.14
+                                                           dx:    0.12
 Iteration 51
 	model frequencies (percent)
 	model 1: 15.4| model 2: 10.2| model 3: 1.3| model 4: 18.8| model 5: 17.7| model 6: 19.3| model 7: 17.3| 
-                                                           dL:   -0.15
+                                                           dL:    3.60
                                                            dm:    0.00
-                                                           dx:    0.30
+                                                           dx:    0.45

hbi_output/1235/150_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 17:25:44
+Hierarchical Bayesian Inference                    2026-05-22 10:56:32
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 56.9| model 2: 19.1| model 3: 6.4| model 4: 11.3| model 5: 4.7| model 6: 0.7| model 7: 0.9| 
-                                                           dL:  249.57
-                                                           dm:   43.10
-                                                           dx:   12.77
+	model 1: 49.7| model 2: 16.4| model 3: 3.8| model 4: 18.4| model 5: 8.3| model 6: 1.3| model 7: 2.0| 
+                                                           dL:  159.94
+                                                           dm:   50.30
+                                                           dx:    9.98
 Iteration 03
 	model frequencies (percent)
-	model 1: 58.0| model 2: 18.7| model 3: 4.3| model 4: 10.1| model 5: 6.2| model 6: 1.1| model 7: 1.7| 
-                                                           dL:   16.94
-                                                           dm:    1.05
-                                                           dx:    0.43
+	model 1: 54.9| model 2: 17.8| model 3: 2.9| model 4: 13.8| model 5: 7.4| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   24.46
+                                                           dm:    5.20
+                                                           dx:    0.26
 Iteration 04
 	model frequencies (percent)
-	model 1: 58.3| model 2: 18.4| model 3: 3.1| model 4: 10.2| model 5: 6.7| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   12.38
-                                                           dm:    0.34
-                                                           dx:    0.36
+	model 1: 55.8| model 2: 18.1| model 3: 3.5| model 4: 12.2| model 5: 7.1| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   29.35
+                                                           dm:    0.89
+                                                           dx:    0.21
 Iteration 05
 	model frequencies (percent)
-	model 1: 57.7| model 2: 18.3| model 3: 2.8| model 4: 11.1| model 5: 6.9| model 6: 1.3| model 7: 2.0| 
-                                                           dL:  -12.70
-                                                           dm:    0.63
-                                                           dx:    0.31
+	model 1: 56.2| model 2: 18.2| model 3: 3.7| model 4: 11.6| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -8.30
+                                                           dm:    0.37
+                                                           dx:    0.12
 Iteration 06
 	model frequencies (percent)
-	model 1: 57.4| model 2: 18.2| model 3: 2.7| model 4: 11.4| model 5: 6.9| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    4.75
-                                                           dm:    0.28
-                                                           dx:    0.18
+	model 1: 56.9| model 2: 18.2| model 3: 3.1| model 4: 11.4| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    4.41
+                                                           dm:    0.76
+                                                           dx:    0.19
 Iteration 07
 	model frequencies (percent)
-	model 1: 57.2| model 2: 18.2| model 3: 2.8| model 4: 11.5| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    9.57
-                                                           dm:    0.19
-                                                           dx:    0.14
+	model 1: 56.4| model 2: 18.2| model 3: 3.6| model 4: 11.5| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   10.71
+                                                           dm:    0.55
+                                                           dx:    0.09
 Iteration 08
 	model frequencies (percent)
-	model 1: 55.8| model 2: 18.2| model 3: 4.1| model 4: 11.6| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   11.00
-                                                           dm:    1.41
-                                                           dx:    0.10
+	model 1: 56.3| model 2: 18.2| model 3: 3.6| model 4: 11.6| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   13.32
+                                                           dm:    0.11
+                                                           dx:    0.11
 Iteration 09
 	model frequencies (percent)
-	model 1: 56.3| model 2: 18.2| model 3: 3.4| model 4: 11.8| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    9.11
-                                                           dm:    0.47
-                                                           dx:    0.07
+	model 1: 55.4| model 2: 18.2| model 3: 4.6| model 4: 11.6| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    5.01
+                                                           dm:    0.91
+                                                           dx:    0.19
 Iteration 10
 	model frequencies (percent)
-	model 1: 56.9| model 2: 18.2| model 3: 2.7| model 4: 12.0| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    4.06
-                                                           dm:    0.63
-                                                           dx:    0.06
+	model 1: 55.1| model 2: 18.2| model 3: 4.8| model 4: 11.5| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:  -20.29
+                                                           dm:    0.25
+                                                           dx:    0.03
 Iteration 11
 	model frequencies (percent)
-	model 1: 56.2| model 2: 18.2| model 3: 3.4| model 4: 11.9| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -4.01
-                                                           dm:    0.66
-                                                           dx:    0.04
+	model 1: 55.7| model 2: 18.2| model 3: 4.0| model 4: 11.8| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   20.25
+                                                           dm:    0.58
+                                                           dx:    0.07
 Iteration 12
 	model frequencies (percent)
-	model 1: 56.0| model 2: 18.2| model 3: 3.8| model 4: 11.8| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -0.48
-                                                           dm:    0.27
+	model 1: 55.2| model 2: 18.2| model 3: 4.2| model 4: 12.0| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    0.54
+                                                           dm:    0.46
                                                            dx:    0.05
 Iteration 13
 	model frequencies (percent)
-	model 1: 56.0| model 2: 18.2| model 3: 3.8| model 4: 11.8| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    3.83
-                                                           dm:    0.00
-                                                           dx:    0.08
+	model 1: 55.1| model 2: 18.2| model 3: 4.3| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    4.89
+                                                           dm:    0.15
+                                                           dx:    0.02
 Iteration 14
 	model frequencies (percent)
-	model 1: 56.0| model 2: 18.2| model 3: 3.5| model 4: 12.0| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -3.79
-                                                           dm:    0.06
-                                                           dx:    0.19
+	model 1: 55.0| model 2: 18.2| model 3: 4.3| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:  -20.07
+                                                           dm:    0.07
+                                                           dx:    0.07
 Iteration 15
 	model frequencies (percent)
-	model 1: 56.1| model 2: 18.2| model 3: 3.7| model 4: 11.8| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    4.86
-                                                           dm:    0.05
-                                                           dx:    0.25
+	model 1: 55.6| model 2: 18.2| model 3: 3.6| model 4: 12.3| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    1.29
+                                                           dm:    0.61
+                                                           dx:    0.24
 Iteration 16
 	model frequencies (percent)
-	model 1: 56.0| model 2: 18.2| model 3: 3.8| model 4: 11.7| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -3.66
-                                                           dm:    0.12
-                                                           dx:    0.05
+	model 1: 55.7| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -5.45
+                                                           dm:    0.10
+                                                           dx:    0.15
 Iteration 17
 	model frequencies (percent)
-	model 1: 56.2| model 2: 18.2| model 3: 3.7| model 4: 11.7| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -9.12
-                                                           dm:    0.21
-                                                           dx:    0.03
+	model 1: 55.7| model 2: 18.2| model 3: 3.7| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   13.46
+                                                           dm:    0.01
+                                                           dx:    0.05
 Iteration 18
 	model frequencies (percent)
-	model 1: 56.0| model 2: 18.2| model 3: 3.9| model 4: 11.7| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -3.18
-                                                           dm:    0.18
-                                                           dx:    0.03
+	model 1: 55.1| model 2: 18.2| model 3: 4.3| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -8.57
+                                                           dm:    0.62
+                                                           dx:    0.26
 Iteration 19
 	model frequencies (percent)
-	model 1: 56.2| model 2: 18.2| model 3: 3.5| model 4: 11.8| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -0.57
-                                                           dm:    0.19
-                                                           dx:    0.16
+	model 1: 55.6| model 2: 18.2| model 3: 3.8| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -2.85
+                                                           dm:    0.50
+                                                           dx:    0.14
 Iteration 20
 	model frequencies (percent)
-	model 1: 56.4| model 2: 18.2| model 3: 3.4| model 4: 11.7| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -3.13
-                                                           dm:    0.27
-                                                           dx:    0.27
+	model 1: 56.0| model 2: 18.2| model 3: 3.3| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   11.08
+                                                           dm:    0.41
+                                                           dx:    0.15
 Iteration 21
 	model frequencies (percent)
-	model 1: 56.7| model 2: 18.2| model 3: 2.8| model 4: 12.0| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -2.75
-                                                           dm:    0.27
-                                                           dx:    0.05
+	model 1: 55.4| model 2: 18.2| model 3: 4.0| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:  -12.85
+                                                           dm:    0.64
+                                                           dx:    0.34
 Iteration 22
 	model frequencies (percent)
-	model 1: 56.8| model 2: 18.2| model 3: 2.8| model 4: 11.9| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    6.81
-                                                           dm:    0.10
-                                                           dx:    0.07
+	model 1: 55.7| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   15.88
+                                                           dm:    0.32
+                                                           dx:    0.42
 Iteration 23
 	model frequencies (percent)
-	model 1: 56.8| model 2: 18.2| model 3: 2.8| model 4: 11.9| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -2.35
-                                                           dm:    0.02
-                                                           dx:    0.13
+	model 1: 55.0| model 2: 18.2| model 3: 4.3| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:  -12.25
+                                                           dm:    0.65
+                                                           dx:    0.36
 Iteration 24
 	model frequencies (percent)
-	model 1: 56.1| model 2: 18.2| model 3: 3.4| model 4: 12.0| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -0.62
-                                                           dm:    0.71
-                                                           dx:    0.09
+	model 1: 55.6| model 2: 18.2| model 3: 3.7| model 4: 12.3| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -2.39
+                                                           dm:    0.55
+                                                           dx:    0.13
 Iteration 25
 	model frequencies (percent)
-	model 1: 56.6| model 2: 18.2| model 3: 2.9| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   11.89
-                                                           dm:    0.44
-                                                           dx:    0.05
+	model 1: 55.7| model 2: 18.1| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -0.25
+                                                           dm:    0.08
+                                                           dx:    0.18
 Iteration 26
 	model frequencies (percent)
-	model 1: 56.0| model 2: 18.2| model 3: 3.5| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:  -12.13
-                                                           dm:    0.60
-                                                           dx:    0.42
+	model 1: 55.8| model 2: 18.1| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -3.81
+                                                           dm:    0.09
+                                                           dx:    0.07
 Iteration 27
 	model frequencies (percent)
-	model 1: 56.2| model 2: 18.2| model 3: 3.1| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -0.70
-                                                           dm:    0.27
-                                                           dx:    0.16
+	model 1: 55.8| model 2: 18.2| model 3: 3.5| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -0.81
+                                                           dm:    0.05
+                                                           dx:    0.19
 Iteration 28
 	model frequencies (percent)
-	model 1: 56.5| model 2: 18.2| model 3: 2.9| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -1.46
-                                                           dm:    0.30
-                                                           dx:    0.10
+	model 1: 55.7| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -7.44
+                                                           dm:    0.08
+                                                           dx:    0.04
 Iteration 29
 	model frequencies (percent)
-	model 1: 56.6| model 2: 18.2| model 3: 2.8| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   22.97
-                                                           dm:    0.10
-                                                           dx:    0.11
+	model 1: 56.1| model 2: 18.2| model 3: 3.2| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    4.69
+                                                           dm:    0.37
+                                                           dx:    0.05
 Iteration 30
 	model frequencies (percent)
-	model 1: 56.0| model 2: 18.2| model 3: 3.5| model 4: 12.0| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -0.64
-                                                           dm:    0.64
-                                                           dx:    0.32
+	model 1: 55.8| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    3.71
+                                                           dm:    0.30
+                                                           dx:    0.03
 Iteration 31
 	model frequencies (percent)
-	model 1: 55.8| model 2: 18.2| model 3: 3.7| model 4: 12.0| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -5.89
-                                                           dm:    0.20
-                                                           dx:    0.14
+	model 1: 55.7| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    4.98
+                                                           dm:    0.07
+                                                           dx:    0.03
 Iteration 32
 	model frequencies (percent)
-	model 1: 56.0| model 2: 18.2| model 3: 3.3| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   14.57
-                                                           dm:    0.24
-                                                           dx:    0.16
+	model 1: 55.7| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -1.81
+                                                           dm:    0.02
+                                                           dx:    0.04
 Iteration 33
 	model frequencies (percent)
-	model 1: 55.4| model 2: 18.2| model 3: 4.0| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:  -17.19
-                                                           dm:    0.67
-                                                           dx:    0.35
+	model 1: 55.7| model 2: 18.2| model 3: 3.7| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   15.11
+                                                           dm:    0.03
+                                                           dx:    0.07
 Iteration 34
 	model frequencies (percent)
-	model 1: 55.6| model 2: 18.2| model 3: 3.7| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -4.24
-                                                           dm:    0.27
-                                                           dx:    0.12
+	model 1: 55.0| model 2: 18.2| model 3: 4.3| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:  -16.04
+                                                           dm:    0.66
+                                                           dx:    0.43
 Iteration 35
 	model frequencies (percent)
-	model 1: 55.8| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    1.11
-                                                           dm:    0.14
-                                                           dx:    0.13
+	model 1: 55.6| model 2: 18.1| model 3: 3.7| model 4: 12.3| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    0.76
+                                                           dm:    0.57
+                                                           dx:    0.03
 Iteration 36
 	model frequencies (percent)
-	model 1: 56.1| model 2: 18.2| model 3: 3.3| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:  -10.21
-                                                           dm:    0.30
-                                                           dx:    0.16
+	model 1: 55.7| model 2: 18.1| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -6.10
+                                                           dm:    0.12
+                                                           dx:    0.04
 Iteration 37
 	model frequencies (percent)
-	model 1: 56.5| model 2: 18.2| model 3: 2.9| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   13.86
-                                                           dm:    0.39
-                                                           dx:    0.09
+	model 1: 55.8| model 2: 18.1| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -8.01
+                                                           dm:    0.06
+                                                           dx:    0.04
 Iteration 38
 	model frequencies (percent)
-	model 1: 55.9| model 2: 18.2| model 3: 3.5| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -4.14
-                                                           dm:    0.55
-                                                           dx:    0.06
+	model 1: 56.3| model 2: 18.2| model 3: 3.0| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   13.69
+                                                           dm:    0.57
+                                                           dx:    0.13
 Iteration 39
 	model frequencies (percent)
-	model 1: 56.4| model 2: 18.2| model 3: 3.0| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -5.78
-                                                           dm:    0.46
-                                                           dx:    0.12
+	model 1: 55.9| model 2: 18.2| model 3: 3.5| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    7.28
+                                                           dm:    0.47
+                                                           dx:    0.23
 Iteration 40
 	model frequencies (percent)
-	model 1: 56.7| model 2: 18.2| model 3: 2.7| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -6.36
-                                                           dm:    0.29
-                                                           dx:    0.11
+	model 1: 55.8| model 2: 18.2| model 3: 3.6| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -4.79
+                                                           dm:    0.10
+                                                           dx:    0.05
 Iteration 41
 	model frequencies (percent)
-	model 1: 56.8| model 2: 18.2| model 3: 2.7| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   10.23
-                                                           dm:    0.09
-                                                           dx:    0.10
+	model 1: 56.0| model 2: 18.2| model 3: 3.4| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -4.22
+                                                           dm:    0.23
+                                                           dx:    0.15
 Iteration 42
 	model frequencies (percent)
-	model 1: 56.7| model 2: 18.2| model 3: 2.8| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -0.99
-                                                           dm:    0.11
-                                                           dx:    0.07
+	model 1: 55.8| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -0.65
+                                                           dm:    0.23
+                                                           dx:    0.05
 Iteration 43
 	model frequencies (percent)
-	model 1: 56.0| model 2: 18.2| model 3: 3.5| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   15.70
-                                                           dm:    0.70
-                                                           dx:    0.07
+	model 1: 55.7| model 2: 18.2| model 3: 3.7| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    4.71
+                                                           dm:    0.04
+                                                           dx:    0.04
 Iteration 44
 	model frequencies (percent)
-	model 1: 55.4| model 2: 18.2| model 3: 4.0| model 4: 12.1| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -1.31
-                                                           dm:    0.56
-                                                           dx:    0.46
+	model 1: 56.0| model 2: 18.2| model 3: 3.3| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    3.67
+                                                           dm:    0.29
+                                                           dx:    0.10
 Iteration 45
 	model frequencies (percent)
-	model 1: 55.7| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -3.66
-                                                           dm:    0.32
-                                                           dx:    0.33
+	model 1: 55.8| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -2.34
+                                                           dm:    0.22
+                                                           dx:    0.37
 Iteration 46
 	model frequencies (percent)
-	model 1: 55.7| model 2: 18.1| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -3.53
-                                                           dm:    0.00
-                                                           dx:    0.03
+	model 1: 55.7| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -2.81
+                                                           dm:    0.08
+                                                           dx:    0.22
 Iteration 47
 	model frequencies (percent)
-	model 1: 55.7| model 2: 18.2| model 3: 3.6| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    1.70
-                                                           dm:    0.01
-                                                           dx:    0.13
+	model 1: 55.7| model 2: 18.2| model 3: 3.7| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    0.67
+                                                           dm:    0.03
+                                                           dx:    0.04
 Iteration 48
 	model frequencies (percent)
 	model 1: 55.7| model 2: 18.2| model 3: 3.7| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:    0.04
+                                                           dL:   -7.10
                                                            dm:    0.02
-                                                           dx:    0.11
+                                                           dx:    0.07
 Iteration 49
 	model frequencies (percent)
 	model 1: 55.7| model 2: 18.2| model 3: 3.7| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   15.43
+                                                           dL:    5.24
                                                            dm:    0.02
-                                                           dx:    0.05
+                                                           dx:    0.06
 Iteration 50
 	model frequencies (percent)
-	model 1: 55.0| model 2: 18.2| model 3: 4.3| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:  -12.92
-                                                           dm:    0.65
-                                                           dx:    0.43
+	model 1: 55.7| model 2: 18.2| model 3: 3.7| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:    0.13
+                                                           dm:    0.03
+                                                           dx:    0.03
 Iteration 51
 	model frequencies (percent)
-	model 1: 55.6| model 2: 18.2| model 3: 3.7| model 4: 12.3| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
-                                                           dL:   -1.86
-                                                           dm:    0.55
+	model 1: 55.7| model 2: 18.2| model 3: 3.7| model 4: 12.2| model 5: 7.0| model 6: 1.3| model 7: 2.0| 
+                                                           dL:   -6.84
+                                                           dm:    0.00
                                                            dx:    0.20

hbi_output/1235/300_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 17:37:35
+Hierarchical Bayesian Inference                    2026-05-22 11:09:23
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 38.7| model 2: 14.2| model 3: 17.4| model 4: 17.9| model 5: 6.9| model 6: 2.8| model 7: 2.1| 
-                                                           dL:  289.04
-                                                           dm:   61.29
-                                                           dx:    8.88
+	model 1: 20.1| model 2: 11.1| model 3: 6.0| model 4: 18.6| model 5: 13.9| model 6: 16.5| model 7: 13.7| 
+                                                           dL:  157.66
+                                                           dm:   79.87
+                                                           dx:    6.15
 Iteration 03
 	model frequencies (percent)
-	model 1: 34.5| model 2: 11.7| model 3: 12.6| model 4: 17.6| model 5: 11.6| model 6: 7.1| model 7: 4.9| 
-                                                           dL:   87.87
-                                                           dm:    4.17
-                                                           dx:    1.11
+	model 1: 17.8| model 2: 10.0| model 3: 3.4| model 4: 19.2| model 5: 15.2| model 6: 19.0| model 7: 15.4| 
+                                                           dL:   47.55
+                                                           dm:    0.58
+                                                           dx:    1.37
 Iteration 04
 	model frequencies (percent)
-	model 1: 26.7| model 2: 9.5| model 3: 8.6| model 4: 19.3| model 5: 13.8| model 6: 13.0| model 7: 9.2| 
-                                                           dL:   93.95
-                                                           dm:    7.80
-                                                           dx:    0.61
+	model 1: 17.8| model 2: 9.5| model 3: 2.1| model 4: 18.9| model 5: 16.1| model 6: 19.7| model 7: 15.9| 
+                                                           dL:   16.45
+                                                           dm:    0.72
+                                                           dx:    0.43
 Iteration 05
 	model frequencies (percent)
-	model 1: 20.1| model 2: 8.9| model 3: 6.3| model 4: 19.9| model 5: 15.0| model 6: 17.0| model 7: 12.8| 
-                                                           dL:   39.80
-                                                           dm:    6.62
-                                                           dx:    0.40
+	model 1: 18.2| model 2: 9.2| model 3: 1.7| model 4: 18.5| model 5: 16.5| model 6: 19.9| model 7: 16.0| 
+                                                           dL:    8.70
+                                                           dm:    0.20
+                                                           dx:    0.23
 Iteration 06
 	model frequencies (percent)
-	model 1: 17.8| model 2: 9.1| model 3: 3.6| model 4: 19.6| model 5: 16.3| model 6: 18.9| model 7: 14.8| 
-                                                           dL:   52.14
-                                                           dm:    0.29
-                                                           dx:    0.32
+	model 1: 18.2| model 2: 9.1| model 3: 2.0| model 4: 18.0| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    7.50
+                                                           dm:    0.07
+                                                           dx:    0.16
 Iteration 07
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.1| model 3: 2.8| model 4: 18.6| model 5: 16.6| model 6: 19.6| model 7: 15.6| 
-                                                           dL:   27.50
-                                                           dm:    0.74
-                                                           dx:    0.22
+	model 1: 18.2| model 2: 9.1| model 3: 2.1| model 4: 17.9| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    3.23
+                                                           dm:    0.01
+                                                           dx:    0.11
 Iteration 08
 	model frequencies (percent)
-	model 1: 17.6| model 2: 9.1| model 3: 3.0| model 4: 17.8| model 5: 16.8| model 6: 19.8| model 7: 15.9| 
-                                                           dL:    1.20
-                                                           dm:    0.21
-                                                           dx:    0.16
+	model 1: 18.1| model 2: 9.1| model 3: 2.5| model 4: 17.6| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   12.34
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 09
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.1| model 3: 3.5| model 4: 17.1| model 5: 16.8| model 6: 19.9| model 7: 15.9| 
-                                                           dL:   -6.74
-                                                           dm:    0.05
-                                                           dx:    0.12
+	model 1: 17.6| model 2: 9.4| model 3: 2.6| model 4: 17.6| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -11.85
+                                                           dm:    0.00
+                                                           dx:    0.14
 Iteration 10
 	model frequencies (percent)
-	model 1: 18.1| model 2: 9.1| model 3: 3.0| model 4: 17.1| model 5: 16.8| model 6: 19.9| model 7: 16.0| 
-                                                           dL:   -2.67
-                                                           dm:    0.04
-                                                           dx:    0.06
+	model 1: 17.6| model 2: 9.2| model 3: 2.5| model 4: 17.8| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    5.91
+                                                           dm:    0.00
+                                                           dx:    0.14
 Iteration 11
 	model frequencies (percent)
-	model 1: 18.3| model 2: 9.1| model 3: 2.6| model 4: 17.3| model 5: 16.8| model 6: 19.9| model 7: 16.0| 
-                                                           dL:   17.09
-                                                           dm:    0.04
+	model 1: 17.7| model 2: 9.5| model 3: 2.2| model 4: 17.8| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -4.62
+                                                           dm:    0.00
                                                            dx:    0.07
 Iteration 12
 	model frequencies (percent)
-	model 1: 18.0| model 2: 9.5| model 3: 2.6| model 4: 17.1| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -1.90
-                                                           dm:    0.03
-                                                           dx:    0.14
+	model 1: 18.0| model 2: 9.3| model 3: 2.4| model 4: 17.6| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   14.32
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 13
 	model frequencies (percent)
-	model 1: 18.2| model 2: 9.3| model 3: 2.5| model 4: 17.3| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    5.02
-                                                           dm:    0.02
-                                                           dx:    0.12
+	model 1: 17.8| model 2: 9.5| model 3: 2.6| model 4: 17.4| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -4.05
+                                                           dm:    0.00
+                                                           dx:    0.04
 Iteration 14
 	model frequencies (percent)
-	model 1: 18.0| model 2: 9.5| model 3: 2.4| model 4: 17.3| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:  -18.19
+	model 1: 18.0| model 2: 9.3| model 3: 3.1| model 4: 16.9| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   11.76
                                                            dm:    0.00
-                                                           dx:    0.19
+                                                           dx:    0.04
 Iteration 15
 	model frequencies (percent)
-	model 1: 18.1| model 2: 9.3| model 3: 2.2| model 4: 17.7| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   12.62
+	model 1: 17.5| model 2: 9.5| model 3: 3.6| model 4: 16.6| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -10.29
                                                            dm:    0.00
-                                                           dx:    0.22
+                                                           dx:    0.06
 Iteration 16
 	model frequencies (percent)
-	model 1: 17.8| model 2: 9.5| model 3: 2.6| model 4: 17.4| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -6.50
+	model 1: 17.9| model 2: 9.4| model 3: 3.6| model 4: 16.4| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   11.92
                                                            dm:    0.00
-                                                           dx:    0.24
+                                                           dx:    0.06
 Iteration 17
 	model frequencies (percent)
-	model 1: 18.2| model 2: 9.3| model 3: 2.2| model 4: 17.6| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    5.69
+	model 1: 17.4| model 2: 9.6| model 3: 3.9| model 4: 16.3| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -7.37
                                                            dm:    0.00
-                                                           dx:    0.09
+                                                           dx:    0.07
 Iteration 18
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.5| model 3: 2.3| model 4: 17.7| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -5.95
+	model 1: 17.5| model 2: 9.4| model 3: 4.2| model 4: 16.2| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -5.61
                                                            dm:    0.00
-                                                           dx:    0.11
+                                                           dx:    0.06
 Iteration 19
 	model frequencies (percent)
-	model 1: 17.9| model 2: 9.3| model 3: 2.3| model 4: 17.9| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   21.73
+	model 1: 17.5| model 2: 9.6| model 3: 3.1| model 4: 17.1| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -12.70
                                                            dm:    0.00
-                                                           dx:    0.10
+                                                           dx:    0.12
 Iteration 20
 	model frequencies (percent)
-	model 1: 17.9| model 2: 9.5| model 3: 2.9| model 4: 17.1| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -9.64
+	model 1: 17.9| model 2: 9.4| model 3: 2.6| model 4: 17.4| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    9.10
                                                            dm:    0.00
-                                                           dx:    0.12
+                                                           dx:    0.04
 Iteration 21
 	model frequencies (percent)
-	model 1: 18.2| model 2: 9.3| model 3: 2.9| model 4: 16.9| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -9.74
+	model 1: 17.5| model 2: 9.6| model 3: 3.0| model 4: 17.2| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -10.37
                                                            dm:    0.00
-                                                           dx:    0.23
+                                                           dx:    0.05
 Iteration 22
 	model frequencies (percent)
-	model 1: 18.1| model 2: 9.5| model 3: 2.3| model 4: 17.4| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    4.68
+	model 1: 17.9| model 2: 9.4| model 3: 2.5| model 4: 17.5| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   10.18
                                                            dm:    0.00
-                                                           dx:    0.10
+                                                           dx:    0.05
 Iteration 23
 	model frequencies (percent)
-	model 1: 18.2| model 2: 9.3| model 3: 2.4| model 4: 17.4| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -2.28
+	model 1: 17.5| model 2: 9.6| model 3: 2.5| model 4: 17.7| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -10.69
                                                            dm:    0.00
-                                                           dx:    0.41
+                                                           dx:    0.07
 Iteration 24
 	model frequencies (percent)
-	model 1: 18.0| model 2: 9.5| model 3: 2.4| model 4: 17.4| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    7.00
+	model 1: 17.7| model 2: 9.4| model 3: 2.8| model 4: 17.5| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    8.58
                                                            dm:    0.00
-                                                           dx:    0.14
+                                                           dx:    0.04
 Iteration 25
 	model frequencies (percent)
-	model 1: 18.0| model 2: 9.3| model 3: 2.5| model 4: 17.4| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    9.77
+	model 1: 17.7| model 2: 9.5| model 3: 2.3| model 4: 17.7| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -7.68
                                                            dm:    0.00
-                                                           dx:    0.23
+                                                           dx:    0.06
 Iteration 26
 	model frequencies (percent)
-	model 1: 17.8| model 2: 9.5| model 3: 2.6| model 4: 17.3| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:  -12.05
+	model 1: 17.9| model 2: 9.3| model 3: 2.2| model 4: 17.8| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   14.39
                                                            dm:    0.00
-                                                           dx:    0.15
+                                                           dx:    0.07
 Iteration 27
 	model frequencies (percent)
-	model 1: 18.1| model 2: 9.3| model 3: 2.7| model 4: 17.1| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -3.50
+	model 1: 17.6| model 2: 9.5| model 3: 2.6| model 4: 17.5| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -4.51
                                                            dm:    0.00
-                                                           dx:    0.12
+                                                           dx:    0.05
 Iteration 28
 	model frequencies (percent)
-	model 1: 17.8| model 2: 9.5| model 3: 2.5| model 4: 17.3| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:  -10.34
+	model 1: 17.6| model 2: 9.3| model 3: 3.0| model 4: 17.3| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    6.28
                                                            dm:    0.00
                                                            dx:    0.07
 Iteration 29
 	model frequencies (percent)
-	model 1: 18.0| model 2: 9.3| model 3: 2.4| model 4: 17.6| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    7.77
+	model 1: 17.4| model 2: 9.5| model 3: 2.8| model 4: 17.5| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -14.42
                                                            dm:    0.00
-                                                           dx:    0.15
+                                                           dx:    0.07
 Iteration 30
 	model frequencies (percent)
-	model 1: 17.9| model 2: 9.5| model 3: 1.7| model 4: 18.1| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -8.80
+	model 1: 17.9| model 2: 9.4| model 3: 2.4| model 4: 17.6| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    5.83
                                                            dm:    0.00
-                                                           dx:    0.11
+                                                           dx:    0.04
 Iteration 31
 	model frequencies (percent)
-	model 1: 18.2| model 2: 9.3| model 3: 1.9| model 4: 17.9| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   11.65
+	model 1: 17.5| model 2: 9.5| model 3: 2.9| model 4: 17.4| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -6.30
                                                            dm:    0.00
-                                                           dx:    0.05
+                                                           dx:    0.07
 Iteration 32
 	model frequencies (percent)
-	model 1: 18.0| model 2: 9.5| model 3: 1.6| model 4: 18.2| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -5.93
+	model 1: 17.9| model 2: 9.4| model 3: 2.3| model 4: 17.6| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   12.63
                                                            dm:    0.00
-                                                           dx:    0.12
+                                                           dx:    0.05
 Iteration 33
 	model frequencies (percent)
-	model 1: 18.1| model 2: 9.3| model 3: 2.0| model 4: 17.9| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   11.85
+	model 1: 17.5| model 2: 9.5| model 3: 2.4| model 4: 17.8| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -17.95
                                                            dm:    0.00
-                                                           dx:    0.13
+                                                           dx:    0.07
 Iteration 34
 	model frequencies (percent)
-	model 1: 17.8| model 2: 9.5| model 3: 2.4| model 4: 17.6| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -2.71
+	model 1: 18.0| model 2: 9.3| model 3: 2.4| model 4: 17.6| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   17.07
                                                            dm:    0.00
-                                                           dx:    0.35
+                                                           dx:    0.07
 Iteration 35
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.3| model 3: 3.0| model 4: 17.4| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   10.53
+	model 1: 17.5| model 2: 9.5| model 3: 2.3| model 4: 17.9| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -12.41
                                                            dm:    0.00
-                                                           dx:    0.38
+                                                           dx:    0.05
 Iteration 36
 	model frequencies (percent)
-	model 1: 17.6| model 2: 9.5| model 3: 3.2| model 4: 16.9| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -7.90
+	model 1: 17.7| model 2: 9.3| model 3: 2.6| model 4: 17.6| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   10.72
                                                            dm:    0.00
-                                                           dx:    0.12
+                                                           dx:    0.07
 Iteration 37
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.3| model 3: 3.5| model 4: 16.7| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    4.73
+	model 1: 17.4| model 2: 9.5| model 3: 2.5| model 4: 17.8| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -10.26
                                                            dm:    0.00
-                                                           dx:    0.20
+                                                           dx:    0.06
 Iteration 38
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.6| model 3: 3.3| model 4: 16.7| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:  -10.58
+	model 1: 17.9| model 2: 9.3| model 3: 2.2| model 4: 17.9| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    6.41
                                                            dm:    0.00
-                                                           dx:    0.08
+                                                           dx:    0.07
 Iteration 39
 	model frequencies (percent)
-	model 1: 17.9| model 2: 9.4| model 3: 3.2| model 4: 16.8| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   11.07
+	model 1: 17.6| model 2: 9.5| model 3: 2.4| model 4: 17.7| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -7.22
                                                            dm:    0.00
-                                                           dx:    0.09
+                                                           dx:    0.07
 Iteration 40
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.6| model 3: 3.2| model 4: 16.8| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -2.82
+	model 1: 17.9| model 2: 9.3| model 3: 2.0| model 4: 18.0| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   11.88
                                                            dm:    0.00
                                                            dx:    0.06
 Iteration 41
 	model frequencies (percent)
-	model 1: 17.6| model 2: 9.3| model 3: 3.8| model 4: 16.6| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    5.06
+	model 1: 17.6| model 2: 9.5| model 3: 1.9| model 4: 18.3| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -15.52
                                                            dm:    0.00
-                                                           dx:    0.14
+                                                           dx:    0.04
 Iteration 42
 	model frequencies (percent)
-	model 1: 17.5| model 2: 9.6| model 3: 3.7| model 4: 16.4| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -2.91
+	model 1: 17.9| model 2: 9.3| model 3: 2.0| model 4: 18.1| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   13.45
                                                            dm:    0.00
-                                                           dx:    0.10
+                                                           dx:    0.04
 Iteration 43
 	model frequencies (percent)
-	model 1: 17.5| model 2: 9.4| model 3: 4.2| model 4: 16.2| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    4.46
+	model 1: 17.8| model 2: 9.5| model 3: 1.8| model 4: 18.1| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -3.11
                                                            dm:    0.00
-                                                           dx:    0.10
+                                                           dx:    0.09
 Iteration 44
 	model frequencies (percent)
-	model 1: 17.6| model 2: 9.6| model 3: 3.8| model 4: 16.2| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -6.89
+	model 1: 17.8| model 2: 9.3| model 3: 2.6| model 4: 17.6| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   11.79
                                                            dm:    0.00
-                                                           dx:    0.14
+                                                           dx:    0.07
 Iteration 45
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.4| model 3: 4.0| model 4: 16.2| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:    6.97
+	model 1: 17.5| model 2: 9.5| model 3: 2.8| model 4: 17.4| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -13.83
                                                            dm:    0.00
-                                                           dx:    0.05
+                                                           dx:    0.04
 Iteration 46
 	model frequencies (percent)
-	model 1: 17.4| model 2: 9.6| model 3: 4.0| model 4: 16.1| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -7.14
+	model 1: 17.7| model 2: 9.3| model 3: 2.6| model 4: 17.7| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    4.33
                                                            dm:    0.00
-                                                           dx:    0.04
+                                                           dx:    0.05
 Iteration 47
 	model frequencies (percent)
-	model 1: 17.6| model 2: 9.5| model 3: 4.2| model 4: 16.0| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   10.12
+	model 1: 17.8| model 2: 9.5| model 3: 1.9| model 4: 18.0| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -6.11
                                                            dm:    0.00
-                                                           dx:    0.04
+                                                           dx:    0.08
 Iteration 48
 	model frequencies (percent)
-	model 1: 17.4| model 2: 9.7| model 3: 4.2| model 4: 16.0| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -8.24
+	model 1: 17.9| model 2: 9.3| model 3: 1.8| model 4: 18.3| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:    2.49
                                                            dm:    0.00
                                                            dx:    0.04
 Iteration 49
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.5| model 3: 4.0| model 4: 16.1| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   10.67
+	model 1: 17.7| model 2: 9.5| model 3: 2.1| model 4: 18.0| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   -4.23
                                                            dm:    0.00
-                                                           dx:    0.07
+                                                           dx:    0.05
 Iteration 50
 	model frequencies (percent)
-	model 1: 17.5| model 2: 9.7| model 3: 4.0| model 4: 16.1| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -7.90
+	model 1: 17.9| model 2: 9.3| model 3: 1.9| model 4: 18.2| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
+                                                           dL:   10.63
                                                            dm:    0.00
-                                                           dx:    0.05
+                                                           dx:    0.15
 Iteration 51
 	model frequencies (percent)
-	model 1: 17.7| model 2: 9.5| model 3: 4.0| model 4: 16.1| model 5: 16.7| model 6: 20.0| model 7: 16.0| 
-                                                           dL:   -0.02
+	model 1: 17.6| model 2: 9.5| model 3: 1.9| model 4: 18.3| model 5: 16.8| model 6: 20.0| model 7: 16.0| 
+                                                           dL:  -14.83
                                                            dm:    0.00
-                                                           dx:    0.05
+                                                           dx:    0.03

hbi_output/1235/300_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 17:40:53
+Hierarchical Bayesian Inference                    2026-05-22 11:29:31
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 54.3| model 2: 20.5| model 3: 5.3| model 4: 14.4| model 5: 3.7| model 6: 1.0| model 7: 0.7| 
-                                                           dL:  418.67
-                                                           dm:   45.72
-                                                           dx:    9.20
+	model 1: 46.9| model 2: 17.5| model 3: 1.9| model 4: 21.1| model 5: 7.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:  291.28
+                                                           dm:   53.09
+                                                           dx:    6.90
 Iteration 03
 	model frequencies (percent)
-	model 1: 55.6| model 2: 20.9| model 3: 4.4| model 4: 12.6| model 5: 3.6| model 6: 1.3| model 7: 1.5| 
-                                                           dL:   50.32
-                                                           dm:    1.32
-                                                           dx:    1.78
+	model 1: 51.8| model 2: 19.2| model 3: 1.5| model 4: 16.1| model 5: 6.8| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   27.01
+                                                           dm:    4.87
+                                                           dx:    0.71
 Iteration 04
 	model frequencies (percent)
-	model 1: 54.9| model 2: 20.6| model 3: 3.4| model 4: 12.7| model 5: 5.1| model 6: 1.4| model 7: 2.1| 
-                                                           dL:   33.99
-                                                           dm:    0.71
-                                                           dx:    0.68
+	model 1: 53.3| model 2: 19.7| model 3: 1.8| model 4: 14.1| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    7.46
+                                                           dm:    1.49
+                                                           dx:    0.21
 Iteration 05
 	model frequencies (percent)
-	model 1: 54.2| model 2: 20.2| model 3: 3.6| model 4: 12.3| model 5: 5.8| model 6: 1.4| model 7: 2.4| 
-                                                           dL:   -1.28
-                                                           dm:    0.67
-                                                           dx:    0.37
+	model 1: 53.5| model 2: 19.8| model 3: 1.8| model 4: 13.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    5.39
+                                                           dm:    0.27
+                                                           dx:    0.14
 Iteration 06
 	model frequencies (percent)
-	model 1: 54.2| model 2: 20.1| model 3: 2.2| model 4: 13.5| model 5: 6.2| model 6: 1.4| model 7: 2.5| 
-                                                           dL:   -2.63
-                                                           dm:    0.02
-                                                           dx:    0.20
+	model 1: 53.3| model 2: 19.9| model 3: 2.1| model 4: 13.7| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    3.61
+                                                           dm:    0.22
+                                                           dx:    0.13
 Iteration 07
 	model frequencies (percent)
-	model 1: 54.5| model 2: 20.0| model 3: 1.2| model 4: 13.9| model 5: 6.3| model 6: 1.6| model 7: 2.6| 
-                                                           dL:    6.67
-                                                           dm:    0.28
-                                                           dx:    0.19
+	model 1: 53.1| model 2: 19.9| model 3: 2.2| model 4: 13.7| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    7.63
+                                                           dm:    0.19
+                                                           dx:    0.09
 Iteration 08
 	model frequencies (percent)
-	model 1: 54.1| model 2: 19.9| model 3: 1.0| model 4: 14.4| model 5: 6.3| model 6: 1.7| model 7: 2.7| 
-                                                           dL:   -7.51
-                                                           dm:    0.42
-                                                           dx:    0.16
+	model 1: 52.9| model 2: 19.9| model 3: 2.6| model 4: 13.5| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -4.46
+                                                           dm:    0.23
+                                                           dx:    0.19
 Iteration 09
 	model frequencies (percent)
-	model 1: 53.9| model 2: 19.9| model 3: 0.5| model 4: 14.9| model 5: 6.3| model 6: 1.8| model 7: 2.7| 
-                                                           dL:    1.75
-                                                           dm:    0.18
-                                                           dx:    0.06
+	model 1: 52.9| model 2: 19.9| model 3: 2.8| model 4: 13.3| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    1.24
+                                                           dm:    0.04
+                                                           dx:    0.14
 Iteration 10
 	model frequencies (percent)
-	model 1: 53.7| model 2: 19.9| model 3: 0.4| model 4: 15.1| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   16.58
-                                                           dm:    0.18
-                                                           dx:    0.49
+	model 1: 53.0| model 2: 19.9| model 3: 3.0| model 4: 13.1| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    7.46
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 11
 	model frequencies (percent)
-	model 1: 53.4| model 2: 19.9| model 3: 1.5| model 4: 14.2| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   14.02
-                                                           dm:    0.28
-                                                           dx:    0.36
+	model 1: 52.5| model 2: 20.0| model 3: 3.3| model 4: 13.3| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -5.84
+                                                           dm:    0.47
+                                                           dx:    0.09
 Iteration 12
 	model frequencies (percent)
-	model 1: 53.1| model 2: 19.9| model 3: 2.6| model 4: 13.5| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -5.49
-                                                           dm:    0.36
-                                                           dx:    0.14
+	model 1: 52.9| model 2: 20.0| model 3: 3.0| model 4: 13.1| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.78
+                                                           dm:    0.44
+                                                           dx:    0.06
 Iteration 13
 	model frequencies (percent)
-	model 1: 53.3| model 2: 19.9| model 3: 2.6| model 4: 13.2| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    3.26
-                                                           dm:    0.26
+	model 1: 53.1| model 2: 20.0| model 3: 2.8| model 4: 13.1| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -2.48
+                                                           dm:    0.17
                                                            dx:    0.04
 Iteration 14
 	model frequencies (percent)
-	model 1: 53.4| model 2: 19.9| model 3: 2.7| model 4: 13.0| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    2.09
-                                                           dm:    0.08
-                                                           dx:    0.14
+	model 1: 53.2| model 2: 19.9| model 3: 2.8| model 4: 13.0| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    9.86
+                                                           dm:    0.10
+                                                           dx:    0.04
 Iteration 15
 	model frequencies (percent)
-	model 1: 53.2| model 2: 19.9| model 3: 3.1| model 4: 12.8| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -4.05
-                                                           dm:    0.16
-                                                           dx:    0.08
+	model 1: 52.7| model 2: 19.9| model 3: 3.3| model 4: 13.0| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -1.95
+                                                           dm:    0.44
+                                                           dx:    0.13
 Iteration 16
 	model frequencies (percent)
-	model 1: 53.5| model 2: 19.9| model 3: 2.7| model 4: 12.9| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -2.63
-                                                           dm:    0.29
-                                                           dx:    0.06
+	model 1: 52.7| model 2: 19.9| model 3: 3.5| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    8.08
+                                                           dm:    0.03
+                                                           dx:    0.08
 Iteration 17
 	model frequencies (percent)
-	model 1: 53.6| model 2: 19.9| model 3: 2.4| model 4: 13.1| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.24
-                                                           dm:    0.07
-                                                           dx:    0.12
+	model 1: 52.4| model 2: 20.0| model 3: 3.9| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:  -11.85
+                                                           dm:    0.32
+                                                           dx:    0.05
 Iteration 18
 	model frequencies (percent)
-	model 1: 53.6| model 2: 19.9| model 3: 2.2| model 4: 13.3| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.89
-                                                           dm:    0.00
-                                                           dx:    0.16
+	model 1: 52.8| model 2: 20.0| model 3: 3.4| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    5.61
+                                                           dm:    0.40
+                                                           dx:    0.05
 Iteration 19
 	model frequencies (percent)
-	model 1: 53.2| model 2: 19.9| model 3: 2.4| model 4: 13.4| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   11.85
-                                                           dm:    0.37
-                                                           dx:    0.09
+	model 1: 52.7| model 2: 19.9| model 3: 3.6| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    1.28
+                                                           dm:    0.09
+                                                           dx:    0.05
 Iteration 20
 	model frequencies (percent)
-	model 1: 52.7| model 2: 19.9| model 3: 2.9| model 4: 13.5| model 5: 6.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    2.71
-                                                           dm:    0.49
-                                                           dx:    0.13
+	model 1: 52.4| model 2: 20.0| model 3: 3.9| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -6.56
+                                                           dm:    0.27
+                                                           dx:    0.03
 Iteration 21
 	model frequencies (percent)
-	model 1: 52.5| model 2: 19.9| model 3: 3.4| model 4: 13.2| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -8.15
-                                                           dm:    0.19
-                                                           dx:    0.08
+	model 1: 52.6| model 2: 20.0| model 3: 3.7| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    2.42
+                                                           dm:    0.12
+                                                           dx:    0.03
 Iteration 22
 	model frequencies (percent)
-	model 1: 53.1| model 2: 19.9| model 3: 2.9| model 4: 13.1| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    2.14
-                                                           dm:    0.54
-                                                           dx:    0.05
+	model 1: 52.7| model 2: 19.9| model 3: 3.6| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    3.50
+                                                           dm:    0.14
+                                                           dx:    0.03
 Iteration 23
 	model frequencies (percent)
-	model 1: 53.1| model 2: 19.9| model 3: 3.0| model 4: 12.9| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    7.35
-                                                           dm:    0.00
-                                                           dx:    0.07
+	model 1: 52.6| model 2: 20.0| model 3: 3.6| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -0.48
+                                                           dm:    0.05
+                                                           dx:    0.08
 Iteration 24
 	model frequencies (percent)
-	model 1: 52.5| model 2: 19.9| model 3: 3.7| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -5.69
-                                                           dm:    0.58
-                                                           dx:    0.09
+	model 1: 52.6| model 2: 19.9| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -0.72
+                                                           dm:    0.06
+                                                           dx:    0.08
 Iteration 25
 	model frequencies (percent)
-	model 1: 52.8| model 2: 19.9| model 3: 3.4| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.06
-                                                           dm:    0.30
-                                                           dx:    0.06
+	model 1: 52.7| model 2: 19.9| model 3: 3.7| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -2.75
+                                                           dm:    0.10
+                                                           dx:    0.04
 Iteration 26
 	model frequencies (percent)
-	model 1: 52.7| model 2: 19.9| model 3: 3.6| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.18
-                                                           dm:    0.07
-                                                           dx:    0.03
+	model 1: 52.9| model 2: 20.0| model 3: 3.3| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    9.80
+                                                           dm:    0.22
+                                                           dx:    0.04
 Iteration 27
 	model frequencies (percent)
-	model 1: 52.8| model 2: 19.9| model 3: 3.5| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -1.41
-                                                           dm:    0.11
-                                                           dx:    0.05
+	model 1: 52.5| model 2: 19.9| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -5.40
+                                                           dm:    0.41
+                                                           dx:    0.07
 Iteration 28
 	model frequencies (percent)
-	model 1: 52.6| model 2: 20.0| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    2.90
-                                                           dm:    0.24
-                                                           dx:    0.05
+	model 1: 52.6| model 2: 19.9| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -1.37
+                                                           dm:    0.07
+                                                           dx:    0.04
 Iteration 29
 	model frequencies (percent)
-	model 1: 52.4| model 2: 20.0| model 3: 3.8| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -2.75
-                                                           dm:    0.17
-                                                           dx:    0.09
+	model 1: 52.7| model 2: 19.9| model 3: 3.7| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    2.68
+                                                           dm:    0.09
+                                                           dx:    0.04
 Iteration 30
 	model frequencies (percent)
-	model 1: 52.5| model 2: 20.0| model 3: 3.8| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -2.87
-                                                           dm:    0.05
+	model 1: 52.6| model 2: 20.0| model 3: 3.6| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -2.20
+                                                           dm:    0.04
                                                            dx:    0.07
 Iteration 31
 	model frequencies (percent)
-	model 1: 52.6| model 2: 20.0| model 3: 3.6| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   11.64
-                                                           dm:    0.16
-                                                           dx:    0.06
+	model 1: 52.5| model 2: 19.9| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -1.34
+                                                           dm:    0.08
+                                                           dx:    0.05
 Iteration 32
 	model frequencies (percent)
-	model 1: 52.3| model 2: 20.0| model 3: 4.1| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:  -12.73
-                                                           dm:    0.35
-                                                           dx:    0.08
+	model 1: 52.6| model 2: 20.0| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    2.80
+                                                           dm:    0.02
+                                                           dx:    0.05
 Iteration 33
 	model frequencies (percent)
-	model 1: 52.5| model 2: 20.0| model 3: 3.6| model 4: 12.9| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    3.96
-                                                           dm:    0.21
-                                                           dx:    0.08
+	model 1: 52.6| model 2: 20.0| model 3: 3.7| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -2.17
+                                                           dm:    0.01
+                                                           dx:    0.06
 Iteration 34
 	model frequencies (percent)
-	model 1: 52.5| model 2: 20.0| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.44
-                                                           dm:    0.01
-                                                           dx:    0.04
+	model 1: 52.5| model 2: 19.9| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -1.22
+                                                           dm:    0.05
+                                                           dx:    0.05
 Iteration 35
 	model frequencies (percent)
-	model 1: 52.6| model 2: 20.0| model 3: 3.7| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -1.82
-                                                           dm:    0.16
-                                                           dx:    0.06
+	model 1: 52.6| model 2: 20.0| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    6.30
+                                                           dm:    0.09
+                                                           dx:    0.04
 Iteration 36
 	model frequencies (percent)
-	model 1: 52.8| model 2: 20.0| model 3: 3.4| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    9.20
-                                                           dm:    0.19
-                                                           dx:    0.05
+	model 1: 52.4| model 2: 20.0| model 3: 4.0| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -5.83
+                                                           dm:    0.22
+                                                           dx:    0.06
 Iteration 37
 	model frequencies (percent)
-	model 1: 52.3| model 2: 20.0| model 3: 4.1| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -8.11
-                                                           dm:    0.53
-                                                           dx:    0.07
+	model 1: 52.5| model 2: 20.0| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    5.87
+                                                           dm:    0.16
+                                                           dx:    0.04
 Iteration 38
 	model frequencies (percent)
-	model 1: 52.6| model 2: 20.0| model 3: 3.6| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -7.01
-                                                           dm:    0.37
-                                                           dx:    0.05
+	model 1: 52.2| model 2: 20.0| model 3: 4.2| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:  -11.32
+                                                           dm:    0.32
+                                                           dx:    0.04
 Iteration 39
 	model frequencies (percent)
-	model 1: 52.7| model 2: 20.0| model 3: 3.3| model 4: 13.0| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   13.18
-                                                           dm:    0.03
-                                                           dx:    0.07
+	model 1: 52.5| model 2: 20.0| model 3: 3.7| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -0.07
+                                                           dm:    0.32
+                                                           dx:    0.05
 Iteration 40
 	model frequencies (percent)
-	model 1: 52.2| model 2: 19.9| model 3: 3.9| model 4: 12.9| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -5.04
-                                                           dm:    0.46
-                                                           dx:    0.07
+	model 1: 52.6| model 2: 20.0| model 3: 3.7| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   10.73
+                                                           dm:    0.07
+                                                           dx:    0.02
 Iteration 41
 	model frequencies (percent)
-	model 1: 52.4| model 2: 20.0| model 3: 3.9| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -2.65
-                                                           dm:    0.20
+	model 1: 52.2| model 2: 20.0| model 3: 4.2| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -6.30
+                                                           dm:    0.40
                                                            dx:    0.08
 Iteration 42
 	model frequencies (percent)
-	model 1: 52.6| model 2: 20.0| model 3: 3.7| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    4.23
-                                                           dm:    0.19
-                                                           dx:    0.07
+	model 1: 52.4| model 2: 20.0| model 3: 4.0| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -2.56
+                                                           dm:    0.18
+                                                           dx:    0.09
 Iteration 43
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-	model 1: 52.2| model 2: 20.0| model 3: 3.8| model 4: 13.0| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -1.25
-                                                           dm:    0.40
-                                                           dx:    0.07
+	model 1: 52.5| model 2: 20.0| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -2.36
+                                                           dm:    0.09
+                                                           dx:    0.03
 Iteration 44
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-	model 1: 52.4| model 2: 20.0| model 3: 3.8| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -7.71
-                                                           dm:    0.22
-                                                           dx:    0.04
+	model 1: 52.6| model 2: 20.0| model 3: 3.6| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    5.68
+                                                           dm:    0.16
+                                                           dx:    0.05
 Iteration 45
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-	model 1: 52.6| model 2: 20.0| model 3: 3.2| model 4: 13.1| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    6.15
-                                                           dm:    0.17
-                                                           dx:    0.04
+	model 1: 52.2| model 2: 20.0| model 3: 4.0| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.16
+                                                           dm:    0.48
+                                                           dx:    0.13
 Iteration 46
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-	model 1: 52.6| model 2: 20.0| model 3: 3.5| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.39
-                                                           dm:    0.03
-                                                           dx:    0.05
+	model 1: 52.5| model 2: 20.0| model 3: 3.8| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.13
+                                                           dm:    0.33
+                                                           dx:    0.02
 Iteration 47
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-	model 1: 52.7| model 2: 20.0| model 3: 3.6| model 4: 12.7| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.62
-                                                           dm:    0.08
+	model 1: 52.7| model 2: 20.0| model 3: 3.7| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -1.03
+                                                           dm:    0.23
                                                            dx:    0.04
 Iteration 48
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-	model 1: 52.7| model 2: 20.0| model 3: 3.7| model 4: 12.5| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -5.48
-                                                           dm:    0.03
+	model 1: 52.7| model 2: 20.0| model 3: 3.7| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.17
+                                                           dm:    0.01
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 Iteration 49
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-	model 1: 52.8| model 2: 20.0| model 3: 3.4| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   13.37
-                                                           dm:    0.15
-                                                           dx:    0.05
+	model 1: 52.6| model 2: 20.0| model 3: 3.9| model 4: 12.5| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    7.26
+                                                           dm:    0.09
+                                                           dx:    0.07
 Iteration 50
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-	model 1: 52.2| model 2: 20.0| model 3: 4.0| model 4: 12.8| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -5.93
-                                                           dm:    0.58
-                                                           dx:    0.07
+	model 1: 52.3| model 2: 20.0| model 3: 4.2| model 4: 12.5| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -8.89
+                                                           dm:    0.33
+                                                           dx:    0.05
 Iteration 51
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-	model 1: 52.4| model 2: 20.0| model 3: 3.9| model 4: 12.6| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.11
+	model 1: 52.4| model 2: 20.0| model 3: 4.0| model 4: 12.5| model 5: 6.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -7.04
                                                            dm:    0.17
-                                                           dx:    0.03
+                                                           dx:    0.06

hbi_output/1235/300_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:25:53
+Hierarchical Bayesian Inference                    2026-05-22 11:49:37
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 37.2| model 2: 14.4| model 3: 12.6| model 4: 20.6| model 5: 8.0| model 6: 3.7| model 7: 3.4| 
-                                                           dL:  418.93
-                                                           dm:   62.80
-                                                           dx:   11.86
+	model 1: 20.9| model 2: 11.8| model 3: 4.6| model 4: 20.7| model 5: 13.8| model 6: 14.6| model 7: 13.5| 
+                                                           dL:  225.96
+                                                           dm:   79.13
+                                                           dx:    8.61
 Iteration 03
 	model frequencies (percent)
-	model 1: 27.7| model 2: 12.2| model 3: 7.5| model 4: 19.4| model 5: 12.8| model 6: 10.9| model 7: 9.5| 
-                                                           dL:  178.25
-                                                           dm:    9.46
-                                                           dx:    1.10
+	model 1: 19.2| model 2: 11.0| model 3: 3.0| model 4: 20.5| model 5: 14.9| model 6: 16.4| model 7: 15.0| 
+                                                           dL:   31.07
+                                                           dm:    0.20
+                                                           dx:    1.34
 Iteration 04
 	model frequencies (percent)
-	model 1: 20.6| model 2: 11.1| model 3: 3.7| model 4: 20.8| model 5: 14.6| model 6: 15.4| model 7: 13.7| 
-                                                           dL:   74.57
-                                                           dm:    1.37
-                                                           dx:    0.59
+	model 1: 20.2| model 2: 10.9| model 3: 0.9| model 4: 20.7| model 5: 15.4| model 6: 16.6| model 7: 15.3| 
+                                                           dL:    5.65
+                                                           dm:    0.18
+                                                           dx:    0.38
 Iteration 05
 	model frequencies (percent)
-	model 1: 19.3| model 2: 10.7| model 3: 3.6| model 4: 19.6| model 5: 15.5| model 6: 16.4| model 7: 15.0| 
-                                                           dL:   44.61
-                                                           dm:    1.20
-                                                           dx:    0.39
+	model 1: 20.7| model 2: 10.8| model 3: 0.4| model 4: 20.6| model 5: 15.6| model 6: 16.6| model 7: 15.3| 
+                                                           dL:    4.09
+                                                           dm:    0.44
+                                                           dx:    0.54
 Iteration 06
 	model frequencies (percent)
-	model 1: 20.4| model 2: 11.0| model 3: 2.1| model 4: 19.3| model 5: 15.6| model 6: 16.5| model 7: 15.1| 
-                                                           dL:  -20.84
-                                                           dm:    1.13
-                                                           dx:    0.22
+	model 1: 20.8| model 2: 10.8| model 3: 0.3| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    1.04
+                                                           dm:    0.16
+                                                           dx:    0.53
 Iteration 07
 	model frequencies (percent)
-	model 1: 21.0| model 2: 11.0| model 3: 0.8| model 4: 19.8| model 5: 15.6| model 6: 16.6| model 7: 15.3| 
-                                                           dL:    4.45
-                                                           dm:    0.62
-                                                           dx:    0.20
+	model 1: 20.9| model 2: 10.8| model 3: 0.3| model 4: 20.3| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    7.41
+                                                           dm:    0.08
+                                                           dx:    0.49
 Iteration 08
 	model frequencies (percent)
-	model 1: 21.1| model 2: 10.9| model 3: 0.4| model 4: 20.1| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   14.72
-                                                           dm:    0.08
-                                                           dx:    0.57
+	model 1: 20.6| model 2: 10.8| model 3: 0.3| model 4: 20.6| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    6.62
+                                                           dm:    0.29
+                                                           dx:    0.63
 Iteration 09
 	model frequencies (percent)
-	model 1: 20.7| model 2: 10.9| model 3: 0.8| model 4: 20.1| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -4.09
-                                                           dm:    0.39
-                                                           dx:    0.70
+	model 1: 20.5| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    1.09
+                                                           dm:    0.19
+                                                           dx:    1.18
 Iteration 10
 	model frequencies (percent)
-	model 1: 20.7| model 2: 10.9| model 3: 1.0| model 4: 19.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    3.13
-                                                           dm:    0.06
-                                                           dx:    0.17
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -7.66
+                                                           dm:    0.01
+                                                           dx:    0.47
 Iteration 11
 	model frequencies (percent)
-	model 1: 20.6| model 2: 10.9| model 3: 0.7| model 4: 20.2| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    4.02
-                                                           dm:    0.18
-                                                           dx:    0.17
+	model 1: 20.5| model 2: 10.8| model 3: 0.4| model 4: 20.6| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    7.44
+                                                           dm:    0.15
+                                                           dx:    0.23
 Iteration 12
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.9| model 3: 0.7| model 4: 20.3| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.61
-                                                           dm:    0.11
-                                                           dx:    0.25
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -4.26
+                                                           dm:    0.09
+                                                           dx:    0.40
 Iteration 13
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.9| model 3: 0.8| model 4: 20.3| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.93
-                                                           dm:    0.05
-                                                           dx:    0.28
+	model 1: 20.7| model 2: 10.8| model 3: 1.1| model 4: 19.8| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -5.26
+                                                           dm:    0.24
+                                                           dx:    0.20
 Iteration 14
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.9| model 3: 0.9| model 4: 20.2| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -7.90
-                                                           dm:    0.00
-                                                           dx:    0.21
+	model 1: 20.6| model 2: 10.8| model 3: 0.4| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    9.04
+                                                           dm:    0.02
+                                                           dx:    0.73
 Iteration 15
 	model frequencies (percent)
-	model 1: 20.7| model 2: 10.8| model 3: 0.7| model 4: 20.1| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    7.53
-                                                           dm:    0.34
-                                                           dx:    0.28
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    1.09
+                                                           dm:    0.19
+                                                           dx:    0.86
 Iteration 16
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.7| model 4: 20.3| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.37
-                                                           dm:    0.23
-                                                           dx:    0.36
+	model 1: 20.4| model 2: 10.8| model 3: 0.8| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    0.04
+                                                           dm:    0.03
+                                                           dx:    0.06
 Iteration 17
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.34
-                                                           dm:    0.07
-                                                           dx:    0.42
+	model 1: 20.4| model 2: 10.8| model 3: 0.8| model 4: 20.3| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -7.04
+                                                           dm:    0.01
+                                                           dx:    0.07
 Iteration 18
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.22
-                                                           dm:    0.02
-                                                           dx:    0.45
+	model 1: 20.7| model 2: 10.8| model 3: 0.8| model 4: 20.0| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    6.45
+                                                           dm:    0.33
+                                                           dx:    0.12
 Iteration 19
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.17
-                                                           dm:    0.01
-                                                           dx:    0.46
+	model 1: 20.5| model 2: 10.8| model 3: 0.7| model 4: 20.3| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -7.78
+                                                           dm:    0.21
+                                                           dx:    0.28
 Iteration 20
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.38
-                                                           dm:    0.01
-                                                           dx:    0.45
+	model 1: 20.5| model 2: 10.8| model 3: 0.4| model 4: 20.6| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    7.31
+                                                           dm:    0.30
+                                                           dx:    0.64
 Iteration 21
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.8| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -8.54
-                                                           dm:    0.00
-                                                           dx:    0.23
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    0.98
+                                                           dm:    0.18
+                                                           dx:    0.68
 Iteration 22
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.4| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    1.35
-                                                           dm:    0.30
-                                                           dx:    0.66
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    0.02
+                                                           dm:    0.01
+                                                           dx:    0.12
 Iteration 23
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.3| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    6.06
-                                                           dm:    0.03
-                                                           dx:    0.76
+	model 1: 20.4| model 2: 10.8| model 3: 0.8| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -7.39
+                                                           dm:    0.00
+                                                           dx:    0.14
 Iteration 24
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    1.07
-                                                           dm:    0.23
-                                                           dx:    1.09
+	model 1: 20.7| model 2: 10.8| model 3: 0.7| model 4: 20.1| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    7.10
+                                                           dm:    0.33
+                                                           dx:    0.20
 Iteration 25
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -7.86
-                                                           dm:    0.01
+	model 1: 20.5| model 2: 10.8| model 3: 0.7| model 4: 20.3| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -7.82
+                                                           dm:    0.23
                                                            dx:    0.16
 Iteration 26
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.3| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    1.01
-                                                           dm:    0.23
-                                                           dx:    0.97
+	model 1: 20.5| model 2: 10.8| model 3: 0.4| model 4: 20.6| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    7.20
+                                                           dm:    0.24
+                                                           dx:    0.42
 Iteration 27
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.3| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    5.56
-                                                           dm:    0.01
-                                                           dx:    0.24
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -6.90
+                                                           dm:    0.14
+                                                           dx:    0.40
 Iteration 28
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    1.28
-                                                           dm:    0.25
-                                                           dx:    1.06
+	model 1: 20.5| model 2: 10.8| model 3: 0.4| model 4: 20.6| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    6.94
+                                                           dm:    0.17
+                                                           dx:    0.38
 Iteration 29
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.21
-                                                           dm:    0.01
-                                                           dx:    0.03
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    2.68
+                                                           dm:    0.20
+                                                           dx:    0.28
 Iteration 30
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -8.05
-                                                           dm:    0.05
+	model 1: 20.3| model 2: 10.8| model 3: 1.0| model 4: 20.2| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:  -17.94
+                                                           dm:    0.08
                                                            dx:    0.24
 Iteration 31
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.4| model 4: 20.6| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.87
-                                                           dm:    0.21
-                                                           dx:    0.45
+	model 1: 20.8| model 2: 10.8| model 3: 0.5| model 4: 20.2| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   15.52
+                                                           dm:    0.50
+                                                           dx:    0.43
 Iteration 32
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.3| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    5.56
-                                                           dm:    0.08
-                                                           dx:    0.89
+	model 1: 20.5| model 2: 10.8| model 3: 0.7| model 4: 20.3| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    0.37
+                                                           dm:    0.30
+                                                           dx:    0.33
 Iteration 33
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    1.37
-                                                           dm:    0.22
-                                                           dx:    1.08
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -5.40
+                                                           dm:    0.08
+                                                           dx:    0.22
 Iteration 34
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -7.76
-                                                           dm:    0.01
-                                                           dx:    0.07
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    8.09
+                                                           dm:    0.02
+                                                           dx:    0.32
 Iteration 35
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.3| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    1.00
-                                                           dm:    0.23
-                                                           dx:    0.98
+	model 1: 20.3| model 2: 10.8| model 3: 1.0| model 4: 20.2| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    0.71
+                                                           dm:    0.10
+                                                           dx:    0.22
 Iteration 36
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.3| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    5.37
-                                                           dm:    0.01
-                                                           dx:    0.22
+	model 1: 20.3| model 2: 10.9| model 3: 1.1| model 4: 20.2| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -4.30
+                                                           dm:    0.03
+                                                           dx:    0.12
 Iteration 37
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -6.00
-                                                           dm:    0.24
-                                                           dx:    1.06
+	model 1: 20.4| model 2: 10.9| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.6| model 7: 15.3| 
+                                                           dL:   -4.61
+                                                           dm:    0.25
+                                                           dx:    0.14
 Iteration 38
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.4| model 4: 20.6| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    6.61
-                                                           dm:    0.17
-                                                           dx:    0.48
+	model 1: 20.4| model 2: 10.9| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    5.43
+                                                           dm:    0.03
+                                                           dx:    0.15
 Iteration 39
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    2.61
-                                                           dm:    0.20
-                                                           dx:    0.28
+	model 1: 20.4| model 2: 10.9| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -5.39
+                                                           dm:    0.01
+                                                           dx:    0.14
 Iteration 40
 	model frequencies (percent)
-	model 1: 20.3| model 2: 10.8| model 3: 1.0| model 4: 20.2| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -8.69
-                                                           dm:    0.08
-                                                           dx:    0.29
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    5.45
+                                                           dm:    0.05
+                                                           dx:    0.11
 Iteration 41
 	model frequencies (percent)
-	model 1: 20.7| model 2: 10.8| model 3: 0.8| model 4: 20.0| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    1.15
-                                                           dm:    0.39
-                                                           dx:    0.26
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    2.73
+                                                           dm:    0.01
+                                                           dx:    0.15
 Iteration 42
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.7| model 4: 20.3| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   12.22
-                                                           dm:    0.19
+	model 1: 20.3| model 2: 10.8| model 3: 1.0| model 4: 20.2| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    4.96
+                                                           dm:    0.09
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 Iteration 43
 	model frequencies (percent)
-	model 1: 20.3| model 2: 10.8| model 3: 1.4| model 4: 19.9| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:  -17.89
-                                                           dm:    0.28
-                                                           dx:    0.13
+	model 1: 20.2| model 2: 10.9| model 3: 1.3| model 4: 20.0| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -9.14
+                                                           dm:    0.12
+                                                           dx:    0.16
 Iteration 44
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.9| model 3: 0.4| model 4: 20.6| model 5: 15.6| model 6: 16.6| model 7: 15.3| 
-                                                           dL:    3.86
-                                                           dm:    0.71
-                                                           dx:    0.52
+	model 1: 20.4| model 2: 10.9| model 3: 0.8| model 4: 20.3| model 5: 15.6| model 6: 16.6| model 7: 15.3| 
+                                                           dL:   -7.45
+                                                           dm:    0.21
+                                                           dx:    0.37
 Iteration 45
 	model frequencies (percent)
-	model 1: 20.5| model 2: 10.8| model 3: 0.3| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.37
-                                                           dm:    0.07
-                                                           dx:    0.62
+	model 1: 20.5| model 2: 10.9| model 3: 0.3| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:    1.58
+                                                           dm:    0.33
+                                                           dx:    0.76
 Iteration 46
 	model frequencies (percent)
 	model 1: 20.5| model 2: 10.8| model 3: 0.3| model 4: 20.7| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    6.28
-                                                           dm:    0.02
-                                                           dx:    0.23
+                                                           dL:    6.43
+                                                           dm:    0.03
+                                                           dx:    0.34
 Iteration 47
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 	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    0.95
+                                                           dL:    0.93
                                                            dm:    0.22
-                                                           dx:    0.87
+                                                           dx:    1.01
 Iteration 48
 	model frequencies (percent)
 	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    2.20
+                                                           dL:    0.00
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 Iteration 49
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-	model 1: 20.3| model 2: 10.8| model 3: 1.0| model 4: 20.2| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:    1.19
-                                                           dm:    0.09
-                                                           dx:    0.16
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -0.01
+                                                           dm:    0.00
+                                                           dx:    0.04
 Iteration 50
 	model frequencies (percent)
-	model 1: 20.3| model 2: 10.9| model 3: 1.1| model 4: 20.1| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -4.21
-                                                           dm:    0.01
-                                                           dx:    0.25
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -0.00
+                                                           dm:    0.00
+                                                           dx:    0.02
 Iteration 51
 	model frequencies (percent)
-	model 1: 20.4| model 2: 10.9| model 3: 0.7| model 4: 20.4| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
-                                                           dL:   -7.50
-                                                           dm:    0.28
-                                                           dx:    0.12
+	model 1: 20.4| model 2: 10.8| model 3: 0.7| model 4: 20.5| model 5: 15.6| model 6: 16.7| model 7: 15.3| 
+                                                           dL:   -0.00
+                                                           dm:    0.00
+                                                           dx:    0.01

hbi_output/1235/300_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:28:34
+Hierarchical Bayesian Inference                    2026-05-22 12:12:48
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 57.7| model 2: 17.3| model 3: 3.4| model 4: 15.4| model 5: 4.9| model 6: 0.4| model 7: 1.0| 
-                                                           dL:  391.71
-                                                           dm:   42.29
-                                                           dx:   11.09
+	model 1: 50.8| model 2: 15.2| model 3: 1.0| model 4: 21.5| model 5: 8.2| model 6: 0.7| model 7: 2.7| 
+                                                           dL:  322.21
+                                                           dm:   49.24
+                                                           dx:    7.73
 Iteration 03
 	model frequencies (percent)
-	model 1: 58.3| model 2: 16.7| model 3: 1.8| model 4: 14.1| model 5: 6.6| model 6: 0.6| model 7: 2.0| 
-                                                           dL:   27.74
-                                                           dm:    0.57
-                                                           dx:    0.73
+	model 1: 55.1| model 2: 16.1| model 3: 1.1| model 4: 16.8| model 5: 7.6| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   36.28
+                                                           dm:    4.32
+                                                           dx:    0.42
 Iteration 04
 	model frequencies (percent)
-	model 1: 58.4| model 2: 16.4| model 3: 0.5| model 4: 14.4| model 5: 7.1| model 6: 0.6| model 7: 2.5| 
-                                                           dL:   81.62
-                                                           dm:    0.15
-                                                           dx:    0.35
+	model 1: 56.3| model 2: 16.3| model 3: 1.3| model 4: 15.3| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -0.08
+                                                           dm:    1.26
+                                                           dx:    0.21
 Iteration 05
 	model frequencies (percent)
-	model 1: 57.4| model 2: 16.5| model 3: 1.2| model 4: 14.3| model 5: 7.3| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   40.91
-                                                           dm:    0.99
-                                                           dx:    0.41
+	model 1: 56.8| model 2: 16.3| model 3: 1.4| model 4: 14.8| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    5.44
+                                                           dm:    0.49
+                                                           dx:    0.17
 Iteration 06
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.1| model 3: 1.7| model 4: 14.4| model 5: 7.3| model 6: 0.7| model 7: 2.7| 
-                                                           dL:  -19.18
-                                                           dm:    0.34
-                                                           dx:    0.32
+	model 1: 56.9| model 2: 16.4| model 3: 1.5| model 4: 14.5| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   29.67
+                                                           dm:    0.07
+                                                           dx:    0.08
 Iteration 07
 	model frequencies (percent)
-	model 1: 57.3| model 2: 16.4| model 3: 1.5| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   14.95
-                                                           dm:    0.16
-                                                           dx:    0.14
+	model 1: 56.6| model 2: 16.1| model 3: 2.5| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:  -19.38
+                                                           dm:    0.25
+                                                           dx:    0.12
 Iteration 08
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.4| model 3: 1.7| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   15.69
-                                                           dm:    0.19
-                                                           dx:    0.30
+	model 1: 56.8| model 2: 16.1| model 3: 2.5| model 4: 13.9| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    2.07
+                                                           dm:    0.11
+                                                           dx:    0.05
 Iteration 09
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.4| model 3: 2.0| model 4: 13.8| model 5: 7.3| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -1.55
-                                                           dm:    0.01
-                                                           dx:    0.18
+	model 1: 56.7| model 2: 16.1| model 3: 2.6| model 4: 13.8| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   16.49
+                                                           dm:    0.03
+                                                           dx:    0.03
 Iteration 10
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.4| model 3: 1.8| model 4: 13.9| model 5: 7.3| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -6.83
+	model 1: 56.7| model 2: 16.1| model 3: 2.8| model 4: 13.8| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -3.23
                                                            dm:    0.07
-                                                           dx:    0.16
+                                                           dx:    0.04
 Iteration 11
 	model frequencies (percent)
-	model 1: 57.4| model 2: 16.4| model 3: 1.4| model 4: 14.0| model 5: 7.3| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    1.01
-                                                           dm:    0.30
-                                                           dx:    0.18
+	model 1: 56.7| model 2: 16.1| model 3: 2.6| model 4: 13.9| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -4.47
+                                                           dm:    0.09
+                                                           dx:    0.03
 Iteration 12
 	model frequencies (percent)
-	model 1: 57.2| model 2: 16.4| model 3: 1.7| model 4: 14.0| model 5: 7.3| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -5.81
-                                                           dm:    0.23
-                                                           dx:    0.28
+	model 1: 56.9| model 2: 16.1| model 3: 2.4| model 4: 13.9| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -2.70
+                                                           dm:    0.15
+                                                           dx:    0.05
 Iteration 13
 	model frequencies (percent)
-	model 1: 57.2| model 2: 16.4| model 3: 1.6| model 4: 14.0| model 5: 7.3| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -3.02
-                                                           dm:    0.02
-                                                           dx:    0.19
+	model 1: 57.1| model 2: 16.1| model 3: 2.0| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:  -12.30
+                                                           dm:    0.23
+                                                           dx:    0.04
 Iteration 14
 	model frequencies (percent)
-	model 1: 57.2| model 2: 16.4| model 3: 1.4| model 4: 14.3| model 5: 7.3| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   14.46
-                                                           dm:    0.05
-                                                           dx:    0.23
+	model 1: 57.2| model 2: 16.1| model 3: 1.9| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -2.88
+                                                           dm:    0.08
+                                                           dx:    0.12
 Iteration 15
 	model frequencies (percent)
-	model 1: 56.9| model 2: 16.1| model 3: 1.8| model 4: 14.5| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    8.49
-                                                           dm:    0.31
-                                                           dx:    0.12
+	model 1: 57.3| model 2: 16.2| model 3: 1.8| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   18.07
+                                                           dm:    0.09
+                                                           dx:    0.02
 Iteration 16
 	model frequencies (percent)
-	model 1: 56.7| model 2: 16.1| model 3: 2.3| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    4.76
-                                                           dm:    0.14
-                                                           dx:    0.05
+	model 1: 57.2| model 2: 16.1| model 3: 2.0| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -5.68
+                                                           dm:    0.11
+                                                           dx:    0.08
 Iteration 17
 	model frequencies (percent)
-	model 1: 56.6| model 2: 16.1| model 3: 2.6| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:  -26.13
-                                                           dm:    0.09
-                                                           dx:    0.03
+	model 1: 57.3| model 2: 16.1| model 3: 1.8| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    0.52
+                                                           dm:    0.13
+                                                           dx:    0.05
 Iteration 18
 	model frequencies (percent)
-	model 1: 56.8| model 2: 16.1| model 3: 2.4| model 4: 13.9| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    2.81
-                                                           dm:    0.15
-                                                           dx:    0.07
+	model 1: 57.3| model 2: 16.1| model 3: 1.8| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:  -11.14
+                                                           dm:    0.00
+                                                           dx:    0.02
 Iteration 19
 	model frequencies (percent)
-	model 1: 56.9| model 2: 16.3| model 3: 2.0| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    2.43
-                                                           dm:    0.16
-                                                           dx:    0.31
+	model 1: 57.2| model 2: 16.1| model 3: 2.0| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    0.79
+                                                           dm:    0.14
+                                                           dx:    0.07
 Iteration 20
 	model frequencies (percent)
-	model 1: 57.0| model 2: 16.4| model 3: 1.7| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    3.12
-                                                           dm:    0.08
-                                                           dx:    0.27
+	model 1: 57.2| model 2: 16.2| model 3: 1.9| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -1.12
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 21
 	model frequencies (percent)
-	model 1: 56.8| model 2: 16.4| model 3: 1.9| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    1.24
-                                                           dm:    0.21
-                                                           dx:    0.48
+	model 1: 57.2| model 2: 16.3| model 3: 1.8| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    1.70
+                                                           dm:    0.01
+                                                           dx:    0.02
 Iteration 22
 	model frequencies (percent)
-	model 1: 56.8| model 2: 16.4| model 3: 1.9| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   19.40
-                                                           dm:    0.05
-                                                           dx:    0.18
+	model 1: 57.2| model 2: 16.4| model 3: 1.8| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    9.93
+                                                           dm:    0.00
+                                                           dx:    0.19
 Iteration 23
 	model frequencies (percent)
-	model 1: 56.7| model 2: 16.1| model 3: 2.4| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:  -21.77
-                                                           dm:    0.02
-                                                           dx:    0.13
+	model 1: 57.2| model 2: 16.1| model 3: 1.8| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:  -12.43
+                                                           dm:    0.00
+                                                           dx:    0.24
 Iteration 24
 	model frequencies (percent)
-	model 1: 57.0| model 2: 16.1| model 3: 2.2| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -1.80
-                                                           dm:    0.23
-                                                           dx:    0.06
+	model 1: 57.1| model 2: 16.2| model 3: 1.9| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    3.27
+                                                           dm:    0.07
+                                                           dx:    0.11
 Iteration 25
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.1| model 3: 2.1| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:  -16.33
-                                                           dm:    0.10
-                                                           dx:    0.06
+	model 1: 56.8| model 2: 16.3| model 3: 2.1| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   20.81
+                                                           dm:    0.30
+                                                           dx:    0.26
 Iteration 26
 	model frequencies (percent)
-	model 1: 57.2| model 2: 16.1| model 3: 1.9| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   11.18
-                                                           dm:    0.12
-                                                           dx:    0.15
+	model 1: 56.8| model 2: 16.1| model 3: 2.4| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:  -13.05
+                                                           dm:    0.00
+                                                           dx:    0.22
 Iteration 27
 	model frequencies (percent)
-	model 1: 57.3| model 2: 16.1| model 3: 1.7| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:  -14.59
-                                                           dm:    0.13
-                                                           dx:    0.05
+	model 1: 56.8| model 2: 16.1| model 3: 2.4| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    8.72
+                                                           dm:    0.01
+                                                           dx:    0.08
 Iteration 28
 	model frequencies (percent)
-	model 1: 57.3| model 2: 16.3| model 3: 1.5| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   21.52
-                                                           dm:    0.02
-                                                           dx:    0.17
+	model 1: 57.0| model 2: 16.1| model 3: 2.2| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -3.90
+                                                           dm:    0.18
+                                                           dx:    0.08
 Iteration 29
 	model frequencies (percent)
-	model 1: 57.3| model 2: 16.1| model 3: 1.7| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    1.28
-                                                           dm:    0.05
-                                                           dx:    0.10
+	model 1: 56.9| model 2: 16.1| model 3: 2.4| model 4: 13.9| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -9.48
+                                                           dm:    0.10
+                                                           dx:    0.09
 Iteration 30
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.1| model 3: 2.1| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -5.03
-                                                           dm:    0.27
-                                                           dx:    0.06
+	model 1: 57.0| model 2: 16.1| model 3: 2.3| model 4: 13.9| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    1.80
+                                                           dm:    0.11
+                                                           dx:    0.03
 Iteration 31
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.1| model 3: 2.1| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    0.04
-                                                           dm:    0.03
-                                                           dx:    0.05
+	model 1: 56.7| model 2: 16.1| model 3: 2.5| model 4: 13.9| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    8.55
+                                                           dm:    0.24
+                                                           dx:    0.12
 Iteration 32
 	model frequencies (percent)
 	model 1: 57.1| model 2: 16.1| model 3: 2.1| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    0.03
-                                                           dm:    0.01
-                                                           dx:    0.05
+                                                           dL:  -13.76
+                                                           dm:    0.37
+                                                           dx:    0.16
 Iteration 33
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.1| model 3: 2.1| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -8.11
-                                                           dm:    0.00
-                                                           dx:    0.05
+	model 1: 57.0| model 2: 16.1| model 3: 2.1| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   18.08
+                                                           dm:    0.13
+                                                           dx:    0.17
 Iteration 34
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.1| model 3: 2.2| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -7.91
-                                                           dm:    0.06
-                                                           dx:    0.05
+	model 1: 57.0| model 2: 16.1| model 3: 2.1| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:  -14.59
+                                                           dm:    0.01
+                                                           dx:    0.09
 Iteration 35
 	model frequencies (percent)
-	model 1: 57.2| model 2: 16.1| model 3: 2.0| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -4.36
-                                                           dm:    0.14
-                                                           dx:    0.21
+	model 1: 56.9| model 2: 16.1| model 3: 2.2| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -2.04
+                                                           dm:    0.07
+                                                           dx:    0.06
 Iteration 36
 	model frequencies (percent)
-	model 1: 57.3| model 2: 16.4| model 3: 1.3| model 4: 14.3| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   21.92
-                                                           dm:    0.15
-                                                           dx:    0.09
+	model 1: 57.1| model 2: 16.1| model 3: 2.1| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -1.95
+                                                           dm:    0.16
+                                                           dx:    0.05
 Iteration 37
 	model frequencies (percent)
-	model 1: 57.0| model 2: 16.1| model 3: 2.0| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:  -15.43
-                                                           dm:    0.35
-                                                           dx:    0.14
+	model 1: 57.1| model 2: 16.2| model 3: 2.0| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -2.28
+                                                           dm:    0.07
+                                                           dx:    0.03
 Iteration 38
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.3| model 3: 1.7| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   15.49
-                                                           dm:    0.06
-                                                           dx:    0.07
+	model 1: 57.1| model 2: 16.2| model 3: 1.9| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -0.04
+                                                           dm:    0.02
+                                                           dx:    0.08
 Iteration 39
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.1| model 3: 2.0| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -2.96
-                                                           dm:    0.05
-                                                           dx:    0.05
+	model 1: 57.2| model 2: 16.3| model 3: 1.8| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -1.49
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 40
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.1| model 3: 2.0| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:    4.83
-                                                           dm:    0.03
-                                                           dx:    0.04
+	model 1: 57.2| model 2: 16.4| model 3: 1.7| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   13.01
+                                                           dm:    0.00
+                                                           dx:    0.09
 Iteration 41
 	model frequencies (percent)
-	model 1: 57.1| model 2: 16.1| model 3: 2.1| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -5.46
-                                                           dm:    0.06
-                                                           dx:    0.07
+	model 1: 57.2| model 2: 16.1| model 3: 1.8| model 4: 14.3| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:  -13.28
+                                                           dm:    0.00
+                                                           dx:    0.13
 Iteration 42
 	model frequencies (percent)
-	model 1: 57.2| model 2: 16.1| model 3: 2.1| model 4: 13.9| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:  -12.58
-                                                           dm:    0.08
-                                                           dx:    0.10
+	model 1: 57.0| model 2: 16.3| model 3: 1.9| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    0.54
+                                                           dm:    0.11
+                                                           dx:    0.08
 Iteration 43
 	model frequencies (percent)
-	model 1: 57.3| model 2: 16.1| model 3: 1.9| model 4: 14.0| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -1.67
-                                                           dm:    0.15
-                                                           dx:    0.18
+	model 1: 57.1| model 2: 16.4| model 3: 1.8| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -2.01
+                                                           dm:    0.06
+                                                           dx:    0.05
 Iteration 44
 	model frequencies (percent)
-	model 1: 57.4| model 2: 16.3| model 3: 1.5| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   13.99
-                                                           dm:    0.06
-                                                           dx:    0.43
+	model 1: 57.1| model 2: 16.4| model 3: 1.7| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    1.06
+                                                           dm:    0.03
+                                                           dx:    0.25
 Iteration 45
 	model frequencies (percent)
-	model 1: 57.4| model 2: 16.1| model 3: 1.7| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:  -16.09
-                                                           dm:    0.01
-                                                           dx:    0.52
+	model 1: 57.1| model 2: 16.4| model 3: 1.7| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   17.50
+                                                           dm:    0.02
+                                                           dx:    0.05
 Iteration 46
 	model frequencies (percent)
-	model 1: 57.3| model 2: 16.3| model 3: 1.5| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   14.67
-                                                           dm:    0.06
-                                                           dx:    0.08
+	model 1: 57.1| model 2: 16.1| model 3: 2.0| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:  -20.03
+                                                           dm:    0.00
+                                                           dx:    0.23
 Iteration 47
 	model frequencies (percent)
-	model 1: 57.3| model 2: 16.1| model 3: 1.7| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -3.66
-                                                           dm:    0.03
+	model 1: 57.3| model 2: 16.1| model 3: 1.8| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   -0.07
+                                                           dm:    0.11
                                                            dx:    0.20
 Iteration 48
 	model frequencies (percent)
-	model 1: 56.8| model 2: 16.3| model 3: 2.1| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -3.34
-                                                           dm:    0.53
+	model 1: 57.3| model 2: 16.4| model 3: 1.4| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   19.51
+                                                           dm:    0.08
                                                            dx:    0.08
 Iteration 49
 	model frequencies (percent)
-	model 1: 57.0| model 2: 16.2| model 3: 1.9| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   15.82
-                                                           dm:    0.15
-                                                           dx:    0.19
+	model 1: 57.0| model 2: 16.1| model 3: 2.0| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:    4.53
+                                                           dm:    0.30
+                                                           dx:    0.22
 Iteration 50
 	model frequencies (percent)
 	model 1: 57.0| model 2: 16.1| model 3: 2.1| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:  -11.61
-                                                           dm:    0.00
-                                                           dx:    0.18
+                                                           dL:  -19.40
+                                                           dm:    0.07
+                                                           dx:    0.10
 Iteration 51
 	model frequencies (percent)
-	model 1: 56.9| model 2: 16.1| model 3: 2.3| model 4: 14.1| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -2.96
-                                                           dm:    0.10
-                                                           dx:    0.03
+	model 1: 57.1| model 2: 16.2| model 3: 1.8| model 4: 14.2| model 5: 7.4| model 6: 0.7| model 7: 2.7| 
+                                                           dL:   13.99
+                                                           dm:    0.17
+                                                           dx:    0.12

hbi_output/1236/150_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:26:29
+Hierarchical Bayesian Inference                    2026-05-22 12:32:46
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,218 +17,86 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 36.8| model 2: 17.3| model 3: 16.7| model 4: 18.9| model 5: 5.1| model 6: 3.4| model 7: 1.9| 
-                                                           dL:  174.99
-                                                           dm:   63.25
-                                                           dx:    8.64
+	model 1: 21.7| model 2: 13.9| model 3: 4.6| model 4: 21.3| model 5: 11.7| model 6: 16.7| model 7: 10.2| 
+                                                           dL:   99.33
+                                                           dm:   78.29
+                                                           dx:    6.17
 Iteration 03
 	model frequencies (percent)
-	model 1: 33.5| model 2: 15.5| model 3: 11.0| model 4: 19.6| model 5: 8.0| model 6: 8.3| model 7: 4.0| 
-                                                           dL:   50.02
-                                                           dm:    3.26
-                                                           dx:    0.62
+	model 1: 20.0| model 2: 14.1| model 3: 2.4| model 4: 21.9| model 5: 11.6| model 6: 19.0| model 7: 11.2| 
+                                                           dL:   34.85
+                                                           dm:    0.61
+                                                           dx:    1.02
 Iteration 04
 	model frequencies (percent)
-	model 1: 25.8| model 2: 14.6| model 3: 6.9| model 4: 21.7| model 5: 9.8| model 6: 14.3| model 7: 6.9| 
-                                                           dL:   34.46
-                                                           dm:    7.69
-                                                           dx:    0.46
+	model 1: 20.4| model 2: 14.1| model 3: 2.5| model 4: 20.6| model 5: 11.7| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    4.51
+                                                           dm:    1.24
+                                                           dx:    0.24
 Iteration 05
 	model frequencies (percent)
-	model 1: 20.6| model 2: 14.6| model 3: 4.7| model 4: 21.7| model 5: 10.8| model 6: 17.9| model 7: 9.7| 
-                                                           dL:   24.64
-                                                           dm:    0.02
-                                                           dx:    0.46
+	model 1: 21.0| model 2: 14.2| model 3: 1.4| model 4: 21.0| model 5: 11.8| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    1.93
+                                                           dm:    0.63
+                                                           dx:    0.15
 Iteration 06
 	model frequencies (percent)
-	model 1: 20.6| model 2: 14.5| model 3: 2.4| model 4: 21.4| model 5: 11.4| model 6: 19.0| model 7: 10.8| 
-                                                           dL:   18.12
-                                                           dm:    0.27
-                                                           dx:    0.32
+	model 1: 21.0| model 2: 14.1| model 3: 1.3| model 4: 21.1| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    6.03
+                                                           dm:    0.09
+                                                           dx:    0.23
 Iteration 07
 	model frequencies (percent)
-	model 1: 20.9| model 2: 14.3| model 3: 1.9| model 4: 20.7| model 5: 11.7| model 6: 19.2| model 7: 11.2| 
-                                                           dL:    8.33
-                                                           dm:    0.33
-                                                           dx:    0.20
+	model 1: 20.8| model 2: 14.1| model 3: 1.4| model 4: 21.1| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    1.64
+                                                           dm:    0.09
+                                                           dx:    0.24
 Iteration 08
 	model frequencies (percent)
-	model 1: 21.0| model 2: 14.3| model 3: 1.7| model 4: 20.7| model 5: 11.8| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    5.79
-                                                           dm:    0.08
-                                                           dx:    0.19
+	model 1: 20.5| model 2: 14.1| model 3: 1.6| model 4: 21.2| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    0.96
+                                                           dm:    0.06
+                                                           dx:    0.08
 Iteration 09
 	model frequencies (percent)
-	model 1: 20.9| model 2: 14.2| model 3: 1.6| model 4: 20.8| model 5: 11.8| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    5.65
-                                                           dm:    0.09
-                                                           dx:    0.19
+	model 1: 20.3| model 2: 14.1| model 3: 1.7| model 4: 21.2| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    0.84
+                                                           dm:    0.04
+                                                           dx:    0.14
 Iteration 10
 	model frequencies (percent)
-	model 1: 20.9| model 2: 14.2| model 3: 1.5| model 4: 21.0| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:   -0.90
-                                                           dm:    0.19
-                                                           dx:    0.17
+	model 1: 20.0| model 2: 14.1| model 3: 2.0| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    0.66
+                                                           dm:    0.01
+                                                           dx:    0.16
 Iteration 11
 	model frequencies (percent)
-	model 1: 20.8| model 2: 14.2| model 3: 1.4| model 4: 21.2| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:   -0.48
-                                                           dm:    0.19
-                                                           dx:    0.15
-Iteration 12
-	model frequencies (percent)
-	model 1: 20.7| model 2: 14.1| model 3: 1.3| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.07
-                                                           dm:    0.10
-                                                           dx:    0.22
-Iteration 13
-	model frequencies (percent)
-	model 1: 20.5| model 2: 14.1| model 3: 1.5| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.38
-                                                           dm:    0.10
-                                                           dx:    0.18
-Iteration 14
-	model frequencies (percent)
-	model 1: 20.3| model 2: 14.1| model 3: 1.6| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:   -3.61
-                                                           dm:    0.04
-                                                           dx:    0.13
-Iteration 15
-	model frequencies (percent)
-	model 1: 20.3| model 2: 14.1| model 3: 1.3| model 4: 21.6| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    3.13
-                                                           dm:    0.22
-                                                           dx:    0.12
-Iteration 16
-	model frequencies (percent)
-	model 1: 20.1| model 2: 14.1| model 3: 1.9| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    1.88
-                                                           dm:    0.21
-                                                           dx:    0.18
-Iteration 17
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.1| model 3: 2.1| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.63
-                                                           dm:    0.08
-                                                           dx:    0.11
-Iteration 18
-	model frequencies (percent)
-	model 1: 19.7| model 2: 14.1| model 3: 2.3| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.18
-                                                           dm:    0.03
-                                                           dx:    0.09
-Iteration 19
-	model frequencies (percent)
-	model 1: 19.7| model 2: 14.2| model 3: 2.3| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.11
-                                                           dm:    0.00
-                                                           dx:    0.08
-Iteration 20
-	model frequencies (percent)
-	model 1: 19.6| model 2: 14.2| model 3: 2.3| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.06
+	model 1: 19.8| model 2: 14.2| model 3: 2.2| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    0.41
                                                            dm:    0.02
-                                                           dx:    0.08
-Iteration 21
-	model frequencies (percent)
-	model 1: 19.6| model 2: 14.2| model 3: 2.3| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:   -0.42
-                                                           dm:    0.01
-                                                           dx:    0.08
-Iteration 22
-	model frequencies (percent)
-	model 1: 19.7| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.57
-                                                           dm:    0.12
-                                                           dx:    0.10
-Iteration 23
+                                                           dx:    0.13
+Iteration 12
 	model frequencies (percent)
 	model 1: 19.7| model 2: 14.2| model 3: 2.3| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:   -0.38
-                                                           dm:    0.08
-                                                           dx:    0.09
-Iteration 24
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.12
-                                                           dm:    0.08
-                                                           dx:    0.09
-Iteration 25
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.03
-                                                           dm:    0.01
-                                                           dx:    0.08
-Iteration 26
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.05
+                                                           dL:    0.15
                                                            dm:    0.02
-                                                           dx:    0.09
-Iteration 27
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.03
-                                                           dm:    0.01
-                                                           dx:    0.07
-Iteration 28
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:   -0.00
-                                                           dm:    0.00
-                                                           dx:    0.06
-Iteration 29
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.35
-                                                           dm:    0.00
                                                            dx:    0.05
-Iteration 30
+Iteration 13
 	model frequencies (percent)
 	model 1: 19.7| model 2: 14.2| model 3: 2.3| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:   -0.38
-                                                           dm:    0.09
-                                                           dx:    0.07
-Iteration 31
-	model frequencies (percent)
-	model 1: 19.7| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
                                                            dL:    0.05
-                                                           dm:    0.07
-                                                           dx:    0.04
-Iteration 32
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:   -0.01
-                                                           dm:    0.01
-                                                           dx:    0.03
-Iteration 33
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.00
                                                            dm:    0.00
                                                            dx:    0.02
-Iteration 34
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.02
-Iteration 35
-	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.01
-Iteration 36
+Iteration 14
 	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.00
-                                                           dm:    0.00
+	model 1: 19.6| model 2: 14.2| model 3: 2.3| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    0.04
+                                                           dm:    0.01
                                                            dx:    0.01
-Iteration 37
+Iteration 15
 	model frequencies (percent)
-	model 1: 19.8| model 2: 14.2| model 3: 2.1| model 4: 21.4| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
-                                                           dL:    0.00
+	model 1: 19.6| model 2: 14.2| model 3: 2.4| model 4: 21.3| model 5: 11.9| model 6: 19.3| model 7: 11.3| 
+                                                           dL:    0.03
                                                            dm:    0.00
                                                            dx:    0.01
                                                           Converged :]

hbi_output/1236/150_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:28:01
+Hierarchical Bayesian Inference                    2026-05-22 12:37:52
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 59.1| model 2: 16.3| model 3: 5.4| model 4: 13.0| model 5: 4.3| model 6: 1.5| model 7: 0.4| 
-                                                           dL:  235.80
-                                                           dm:   40.90
-                                                           dx:   18.74
+	model 1: 48.4| model 2: 15.7| model 3: 2.4| model 4: 20.0| model 5: 9.5| model 6: 2.7| model 7: 1.3| 
+                                                           dL:  145.00
+                                                           dm:   51.59
+                                                           dx:   15.93
 Iteration 03
 	model frequencies (percent)
-	model 1: 60.3| model 2: 16.0| model 3: 3.2| model 4: 11.8| model 5: 5.6| model 6: 2.5| model 7: 0.7| 
-                                                           dL:   31.41
-                                                           dm:    1.16
-                                                           dx:    0.60
+	model 1: 54.2| model 2: 16.5| model 3: 1.8| model 4: 14.6| model 5: 8.8| model 6: 2.7| model 7: 1.3| 
+                                                           dL:   20.43
+                                                           dm:    5.82
+                                                           dx:    0.59
 Iteration 04
 	model frequencies (percent)
-	model 1: 59.3| model 2: 17.1| model 3: 1.8| model 4: 11.4| model 5: 6.7| model 6: 2.6| model 7: 1.0| 
-                                                           dL:   14.15
-                                                           dm:    0.92
-                                                           dx:    0.38
+	model 1: 56.0| model 2: 16.8| model 3: 2.1| model 4: 12.4| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    5.06
+                                                           dm:    1.72
+                                                           dx:    0.76
 Iteration 05
 	model frequencies (percent)
-	model 1: 59.0| model 2: 17.2| model 3: 1.2| model 4: 11.2| model 5: 7.5| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    9.56
-                                                           dm:    0.38
-                                                           dx:    0.43
+	model 1: 56.7| model 2: 16.9| model 3: 2.2| model 4: 11.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    2.45
+                                                           dm:    0.77
+                                                           dx:    0.40
 Iteration 06
 	model frequencies (percent)
-	model 1: 58.5| model 2: 17.1| model 3: 1.3| model 4: 11.0| model 5: 8.0| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    3.06
-                                                           dm:    0.42
-                                                           dx:    0.30
+	model 1: 57.1| model 2: 16.9| model 3: 2.3| model 4: 11.1| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:   -1.11
+                                                           dm:    0.35
+                                                           dx:    0.31
 Iteration 07
 	model frequencies (percent)
-	model 1: 58.4| model 2: 17.0| model 3: 1.4| model 4: 10.9| model 5: 8.3| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    2.54
-                                                           dm:    0.16
-                                                           dx:    0.25
+	model 1: 57.3| model 2: 16.9| model 3: 2.3| model 4: 10.9| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    2.43
+                                                           dm:    0.23
+                                                           dx:    0.34
 Iteration 08
 	model frequencies (percent)
-	model 1: 57.9| model 2: 16.9| model 3: 2.0| model 4: 10.7| model 5: 8.5| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    4.33
-                                                           dm:    0.50
-                                                           dx:    0.40
+	model 1: 57.4| model 2: 16.8| model 3: 2.3| model 4: 10.7| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.15
+                                                           dm:    0.08
+                                                           dx:    0.30
 Iteration 09
 	model frequencies (percent)
-	model 1: 57.8| model 2: 16.9| model 3: 2.0| model 4: 10.7| model 5: 8.6| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    1.59
-                                                           dm:    0.08
-                                                           dx:    0.33
+	model 1: 57.5| model 2: 16.8| model 3: 2.3| model 4: 10.7| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.13
+                                                           dm:    0.07
+                                                           dx:    0.27
 Iteration 10
 	model frequencies (percent)
-	model 1: 57.6| model 2: 16.9| model 3: 2.2| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.12
-                                                           dm:    0.16
-                                                           dx:    0.39
+	model 1: 57.5| model 2: 16.8| model 3: 2.3| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:   -0.57
+                                                           dm:    0.05
+                                                           dx:    0.31
 Iteration 11
 	model frequencies (percent)
-	model 1: 57.6| model 2: 16.8| model 3: 2.3| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    3.67
-                                                           dm:    0.03
-                                                           dx:    0.33
+	model 1: 57.8| model 2: 16.8| model 3: 2.0| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:   -1.95
+                                                           dm:    0.31
+                                                           dx:    0.29
 Iteration 12
 	model frequencies (percent)
-	model 1: 57.6| model 2: 16.8| model 3: 2.3| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -1.18
-                                                           dm:    0.02
-                                                           dx:    0.36
+	model 1: 57.9| model 2: 16.8| model 3: 1.9| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.26
+                                                           dm:    0.09
+                                                           dx:    0.32
 Iteration 13
 	model frequencies (percent)
-	model 1: 57.6| model 2: 16.8| model 3: 2.3| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    3.54
-                                                           dm:    0.04
-                                                           dx:    0.23
+	model 1: 57.9| model 2: 16.8| model 3: 2.0| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.08
+                                                           dm:    0.01
+                                                           dx:    0.34
 Iteration 14
 	model frequencies (percent)
-	model 1: 57.6| model 2: 16.8| model 3: 2.4| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.27
-                                                           dm:    0.01
-                                                           dx:    0.25
+	model 1: 57.9| model 2: 16.8| model 3: 1.9| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.19
+                                                           dm:    0.04
+                                                           dx:    0.34
 Iteration 15
 	model frequencies (percent)
-	model 1: 57.7| model 2: 16.8| model 3: 2.3| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -2.21
-                                                           dm:    0.03
-                                                           dx:    0.22
+	model 1: 57.9| model 2: 16.8| model 3: 2.0| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.09
+                                                           dm:    0.01
+                                                           dx:    0.34
 Iteration 16
 	model frequencies (percent)
-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    3.87
-                                                           dm:    0.30
-                                                           dx:    0.24
+	model 1: 57.9| model 2: 16.8| model 3: 2.0| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.07
+                                                           dm:    0.01
+                                                           dx:    0.32
 Iteration 17
 	model frequencies (percent)
-	model 1: 57.9| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.37
-                                                           dm:    0.02
-                                                           dx:    0.32
+	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.06
+                                                           dm:    0.01
+                                                           dx:    0.30
 Iteration 18
 	model frequencies (percent)
-	model 1: 57.9| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -5.35
-                                                           dm:    0.02
-                                                           dx:    0.30
+	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.05
+                                                           dm:    0.01
+                                                           dx:    0.27
 Iteration 19
 	model frequencies (percent)
-	model 1: 57.9| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    3.41
-                                                           dm:    0.03
-                                                           dx:    0.38
+	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.04
+                                                           dm:    0.01
+                                                           dx:    0.24
 Iteration 20
 	model frequencies (percent)
-	model 1: 57.9| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -5.24
+	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.03
                                                            dm:    0.01
-                                                           dx:    0.34
+                                                           dx:    0.21
 Iteration 21
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.21
-                                                           dm:    0.02
-                                                           dx:    0.36
+                                                           dL:   -9.51
+                                                           dm:    0.01
+                                                           dx:    0.18
 Iteration 22
 	model frequencies (percent)
-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.17
-                                                           dm:    0.01
-                                                           dx:    0.33
+	model 1: 58.2| model 2: 16.8| model 3: 1.7| model 4: 10.6| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    4.53
+                                                           dm:    0.18
+                                                           dx:    0.15
 Iteration 23
 	model frequencies (percent)
-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.21
-                                                           dm:    0.01
-                                                           dx:    0.32
+	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.03
+                                                           dm:    0.14
+                                                           dx:    0.17
 Iteration 24
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.33
-                                                           dm:    0.00
-                                                           dx:    0.31
+                                                           dL:    0.23
+                                                           dm:    0.01
+                                                           dx:    0.22
 Iteration 25
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.61
-                                                           dm:    0.03
-                                                           dx:    0.27
+                                                           dL:    1.12
+                                                           dm:    0.00
+                                                           dx:    0.10
 Iteration 26
 	model frequencies (percent)
-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.23
-                                                           dm:    0.02
-                                                           dx:    0.23
+	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:   -1.35
+                                                           dm:    0.03
+                                                           dx:    0.12
 Iteration 27
 	model frequencies (percent)
-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.19
-                                                           dm:    0.00
-                                                           dx:    0.21
+	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.20
+                                                           dm:    0.02
+                                                           dx:    0.15
 Iteration 28
 	model frequencies (percent)
-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.05
+	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:   -0.46
                                                            dm:    0.00
-                                                           dx:    0.17
+                                                           dx:    0.06
 Iteration 29
 	model frequencies (percent)
-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.24
-                                                           dm:    0.00
-                                                           dx:    0.13
+	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.61
+                                                           dm:    0.03
+                                                           dx:    0.07
 Iteration 30
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.18
-                                                           dm:    0.00
+                                                           dL:    0.04
+                                                           dm:    0.03
                                                            dx:    0.12
 Iteration 31
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.04
+                                                           dL:    0.03
                                                            dm:    0.00
-                                                           dx:    0.09
+                                                           dx:    0.14
 Iteration 32
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.25
+                                                           dL:    0.03
                                                            dm:    0.00
-                                                           dx:    0.07
+                                                           dx:    0.14
 Iteration 33
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.18
+                                                           dL:   -0.23
                                                            dm:    0.00
-                                                           dx:    0.08
+                                                           dx:    0.14
 Iteration 34
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.04
+                                                           dL:    0.20
                                                            dm:    0.00
-                                                           dx:    0.06
+                                                           dx:    0.05
 Iteration 35
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.25
+                                                           dL:    1.82
                                                            dm:    0.00
-                                                           dx:    0.04
+                                                           dx:    0.03
 Iteration 36
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.19
+                                                           dL:   -2.03
                                                            dm:    0.00
-                                                           dx:    0.06
+                                                           dx:    0.05
 Iteration 37
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 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.04
+                                                           dL:   -0.08
                                                            dm:    0.00
-                                                           dx:    0.04
+                                                           dx:    0.10
 Iteration 38
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 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.25
+                                                           dL:    0.20
                                                            dm:    0.00
-                                                           dx:    0.04
+                                                           dx:    0.17
 Iteration 39
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.19
+                                                           dL:   -0.45
                                                            dm:    0.00
-                                                           dx:    0.06
+                                                           dx:    0.07
 Iteration 40
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-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    1.81
-                                                           dm:    0.00
+	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.59
+                                                           dm:    0.03
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 Iteration 41
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -2.04
-                                                           dm:    0.00
-                                                           dx:    0.02
+                                                           dL:    0.03
+                                                           dm:    0.03
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 Iteration 42
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 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.20
+                                                           dL:    1.80
                                                            dm:    0.00
-                                                           dx:    0.06
+                                                           dx:    0.11
 Iteration 43
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 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.24
+                                                           dL:   -2.04
                                                            dm:    0.00
-                                                           dx:    0.03
+                                                           dx:    0.09
 Iteration 44
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 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    1.18
+                                                           dL:    0.20
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-                                                           dx:    0.08
+                                                           dx:    0.05
 Iteration 45
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-	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -1.37
-                                                           dm:    0.03
-                                                           dx:    0.15
+	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:   -0.23
+                                                           dm:    0.00
+                                                           dx:    0.03
 Iteration 46
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 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.07
-                                                           dm:    0.02
-                                                           dx:    0.19
+                                                           dL:    1.19
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 47
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-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.22
-                                                           dm:    0.00
-                                                           dx:    0.20
+	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:   -1.36
+                                                           dm:    0.03
+                                                           dx:    0.14
 Iteration 48
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 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.15
-                                                           dm:    0.00
-                                                           dx:    0.08
+                                                           dL:    0.21
+                                                           dm:    0.02
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 Iteration 49
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 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:   -0.08
+                                                           dL:   -0.45
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-                                                           dx:    0.10
+                                                           dx:    0.07
 Iteration 50
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-	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.19
-                                                           dm:    0.00
-                                                           dx:    0.14
+	model 1: 58.0| model 2: 16.8| model 3: 1.9| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
+                                                           dL:    0.59
+                                                           dm:    0.03
+                                                           dx:    0.04
 Iteration 51
 	model frequencies (percent)
 	model 1: 58.0| model 2: 16.8| model 3: 2.0| model 4: 10.5| model 5: 8.7| model 6: 2.7| model 7: 1.3| 
-                                                           dL:    0.10
-                                                           dm:    0.00
-                                                           dx:    0.05
+                                                           dL:    0.04
+                                                           dm:    0.03
+                                                           dx:    0.09

hbi_output/1236/150_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:34:12
+Hierarchical Bayesian Inference                    2026-05-22 12:46:22
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,245 +17,227 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 32.9| model 2: 19.2| model 3: 10.8| model 4: 21.8| model 5: 8.7| model 6: 2.8| model 7: 3.9| 
-                                                           dL:  181.46
-                                                           dm:   67.12
-                                                           dx:   10.92
+	model 1: 17.8| model 2: 15.2| model 3: 5.2| model 4: 21.8| model 5: 16.3| model 6: 10.0| model 7: 13.6| 
+                                                           dL:  115.27
+                                                           dm:   78.17
+                                                           dx:    7.74
 Iteration 03
 	model frequencies (percent)
-	model 1: 25.0| model 2: 16.6| model 3: 5.3| model 4: 21.0| model 5: 14.2| model 6: 7.2| model 7: 10.6| 
-                                                           dL:   72.84
-                                                           dm:    7.90
-                                                           dx:    0.66
+	model 1: 17.7| model 2: 14.5| model 3: 3.6| model 4: 21.5| model 5: 17.4| model 6: 10.6| model 7: 14.6| 
+                                                           dL:   18.03
+                                                           dm:    0.29
+                                                           dx:    0.91
 Iteration 04
 	model frequencies (percent)
-	model 1: 20.2| model 2: 15.0| model 3: 1.4| model 4: 22.5| model 5: 16.6| model 6: 10.1| model 7: 14.2| 
-                                                           dL:   68.00
-                                                           dm:    1.48
-                                                           dx:    0.49
+	model 1: 18.2| model 2: 14.2| model 3: 3.2| model 4: 21.2| model 5: 17.9| model 6: 10.7| model 7: 14.7| 
+                                                           dL:    4.37
+                                                           dm:    0.37
+                                                           dx:    0.31
 Iteration 05
 	model frequencies (percent)
-	model 1: 19.1| model 2: 14.3| model 3: 2.0| model 4: 21.7| model 5: 17.6| model 6: 10.6| model 7: 14.7| 
-                                                           dL:   32.24
-                                                           dm:    0.82
-                                                           dx:    0.41
+	model 1: 18.0| model 2: 14.3| model 3: 3.2| model 4: 21.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:    6.09
+                                                           dm:    0.16
+                                                           dx:    0.26
 Iteration 06
 	model frequencies (percent)
-	model 1: 18.5| model 2: 14.5| model 3: 2.4| model 4: 21.3| model 5: 18.0| model 6: 10.7| model 7: 14.7| 
-                                                           dL:    1.00
-                                                           dm:    0.38
-                                                           dx:    0.27
+	model 1: 17.6| model 2: 14.7| model 3: 3.2| model 4: 20.9| model 5: 18.2| model 6: 10.7| model 7: 14.7| 
+                                                           dL:    0.48
+                                                           dm:    0.07
+                                                           dx:    0.15
 Iteration 07
 	model frequencies (percent)
-	model 1: 18.3| model 2: 14.6| model 3: 2.1| model 4: 21.6| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:    0.91
-                                                           dm:    0.25
-                                                           dx:    0.28
+	model 1: 17.8| model 2: 14.9| model 3: 2.7| model 4: 21.2| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:    2.58
+                                                           dm:    0.29
+                                                           dx:    0.12
 Iteration 08
 	model frequencies (percent)
-	model 1: 18.1| model 2: 14.7| model 3: 2.0| model 4: 21.6| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:    9.83
-                                                           dm:    0.09
-                                                           dx:    0.32
+	model 1: 17.7| model 2: 14.9| model 3: 2.7| model 4: 21.3| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:   -6.85
+                                                           dm:    0.02
+                                                           dx:    0.13
 Iteration 09
 	model frequencies (percent)
-	model 1: 18.0| model 2: 14.8| model 3: 2.0| model 4: 21.7| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:    2.04
-                                                           dm:    0.05
-                                                           dx:    0.12
+	model 1: 17.8| model 2: 14.7| model 3: 2.6| model 4: 21.5| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:    8.17
+                                                           dm:    0.26
+                                                           dx:    0.28
 Iteration 10
 	model frequencies (percent)
-	model 1: 18.0| model 2: 14.9| model 3: 2.1| model 4: 21.7| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -6.56
-                                                           dm:    0.01
-                                                           dx:    0.12
+	model 1: 17.7| model 2: 14.9| model 3: 2.7| model 4: 21.3| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:   -1.50
+                                                           dm:    0.22
+                                                           dx:    0.15
 Iteration 11
 	model frequencies (percent)
-	model 1: 17.9| model 2: 14.9| model 3: 2.1| model 4: 21.7| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:    6.97
-                                                           dm:    0.01
-                                                           dx:    0.30
+	model 1: 17.5| model 2: 14.9| model 3: 3.1| model 4: 21.1| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:   -2.12
+                                                           dm:    0.24
+                                                           dx:    0.17
 Iteration 12
 	model frequencies (percent)
-	model 1: 17.9| model 2: 14.9| model 3: 2.0| model 4: 21.7| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.47
-                                                           dm:    0.05
-                                                           dx:    0.13
+	model 1: 17.6| model 2: 15.0| model 3: 2.8| model 4: 21.2| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:    7.53
+                                                           dm:    0.14
+                                                           dx:    0.17
 Iteration 13
 	model frequencies (percent)
-	model 1: 17.9| model 2: 14.9| model 3: 2.0| model 4: 21.7| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   11.31
-                                                           dm:    0.02
-                                                           dx:    0.20
+	model 1: 17.6| model 2: 15.0| model 3: 2.8| model 4: 21.2| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:   -9.77
+                                                           dm:    0.00
+                                                           dx:    0.14
 Iteration 14
 	model frequencies (percent)
-	model 1: 17.7| model 2: 14.9| model 3: 2.7| model 4: 21.2| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.73
-                                                           dm:    0.50
-                                                           dx:    0.34
+	model 1: 17.6| model 2: 15.0| model 3: 2.8| model 4: 21.2| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:   -6.88
+                                                           dm:    0.00
+                                                           dx:    0.19
 Iteration 15
 	model frequencies (percent)
-	model 1: 17.6| model 2: 14.9| model 3: 2.9| model 4: 21.1| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -4.51
-                                                           dm:    0.11
-                                                           dx:    0.13
+	model 1: 17.7| model 2: 15.0| model 3: 2.4| model 4: 21.6| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:   -1.32
+                                                           dm:    0.36
+                                                           dx:    0.15
 Iteration 16
 	model frequencies (percent)
-	model 1: 17.6| model 2: 15.0| model 3: 2.9| model 4: 21.1| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -1.52
-                                                           dm:    0.03
-                                                           dx:    0.15
+	model 1: 17.8| model 2: 14.9| model 3: 2.1| model 4: 21.7| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:   -1.40
+                                                           dm:    0.19
+                                                           dx:    0.36
 Iteration 17
-	model frequencies (percent)
-	model 1: 17.7| model 2: 15.0| model 3: 2.7| model 4: 21.3| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -7.89
-                                                           dm:    0.17
-                                                           dx:    0.17
-Iteration 18
-	model frequencies (percent)
-	model 1: 17.8| model 2: 15.0| model 3: 2.3| model 4: 21.6| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -1.85
-                                                           dm:    0.29
-                                                           dx:    0.27
-Iteration 19
-	model frequencies (percent)
-	model 1: 17.9| model 2: 14.9| model 3: 2.1| model 4: 21.7| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -1.18
-                                                           dm:    0.17
-                                                           dx:    0.38
-Iteration 20
 	model frequencies (percent)
 	model 1: 17.9| model 2: 14.9| model 3: 2.0| model 4: 21.8| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.63
-                                                           dm:    0.04
-                                                           dx:    0.47
-Iteration 21
+                                                           dL:   -0.79
+                                                           dm:    0.05
+                                                           dx:    0.45
+Iteration 18
 	model frequencies (percent)
 	model 1: 17.9| model 2: 14.9| model 3: 2.0| model 4: 21.8| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.29
+                                                           dL:   -0.39
                                                            dm:    0.02
-                                                           dx:    0.52
-Iteration 22
+                                                           dx:    0.51
+Iteration 19
 	model frequencies (percent)
 	model 1: 17.9| model 2: 14.9| model 3: 1.9| model 4: 21.8| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.12
-                                                           dm:    0.03
-                                                           dx:    0.55
-Iteration 23
+                                                           dL:   -0.19
+                                                           dm:    0.02
+                                                           dx:    0.54
+Iteration 20
 	model frequencies (percent)
 	model 1: 17.9| model 2: 14.9| model 3: 1.9| model 4: 21.9| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.01
+                                                           dL:   -0.02
                                                            dm:    0.03
-                                                           dx:    0.57
-Iteration 24
+                                                           dx:    0.56
+Iteration 21
 	model frequencies (percent)
 	model 1: 17.9| model 2: 14.9| model 3: 1.9| model 4: 21.9| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:    0.03
+                                                           dL:   -0.01
                                                            dm:    0.01
-                                                           dx:    0.37
-Iteration 25
+                                                           dx:    0.35
+Iteration 22
 	model frequencies (percent)
-	model 1: 18.0| model 2: 14.9| model 3: 1.9| model 4: 21.9| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.00
-                                                           dm:    0.02
-                                                           dx:    0.42
-Iteration 26
+	model 1: 17.9| model 2: 14.9| model 3: 1.9| model 4: 21.9| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:   -0.07
+                                                           dm:    0.03
+                                                           dx:    0.57
+Iteration 23
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.8| model 4: 21.9| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.02
+                                                           dL:   -0.05
                                                            dm:    0.02
                                                            dx:    0.56
-Iteration 27
+Iteration 24
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.8| model 4: 21.9| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.02
+                                                           dL:   -0.04
                                                            dm:    0.02
                                                            dx:    0.52
-Iteration 28
+Iteration 25
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.8| model 4: 21.9| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.03
+                                                           dL:   -0.04
                                                            dm:    0.02
-                                                           dx:    0.46
-Iteration 29
+                                                           dx:    0.47
+Iteration 26
 	model frequencies (percent)
-	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.02
+	model 1: 18.0| model 2: 14.9| model 3: 1.8| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
+                                                           dL:   -0.04
                                                            dm:    0.01
-                                                           dx:    0.39
-Iteration 30
+                                                           dx:    0.41
+Iteration 27
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
-                                                           dL:   -0.02
+                                                           dL:   -0.03
                                                            dm:    0.01
-                                                           dx:    0.33
-Iteration 31
+                                                           dx:    0.34
+Iteration 28
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.03
                                                            dm:    0.01
-                                                           dx:    0.26
-Iteration 32
+                                                           dx:    0.27
+Iteration 29
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.02
                                                            dm:    0.01
-                                                           dx:    0.20
-Iteration 33
+                                                           dx:    0.22
+Iteration 30
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.02
                                                            dm:    0.00
-                                                           dx:    0.15
-Iteration 34
+                                                           dx:    0.16
+Iteration 31
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.01
                                                            dm:    0.00
-                                                           dx:    0.11
-Iteration 35
+                                                           dx:    0.12
+Iteration 32
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.01
                                                            dm:    0.00
-                                                           dx:    0.08
-Iteration 36
+                                                           dx:    0.09
+Iteration 33
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.01
                                                            dm:    0.00
-                                                           dx:    0.06
-Iteration 37
+                                                           dx:    0.07
+Iteration 34
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.01
                                                            dm:    0.00
-                                                           dx:    0.04
-Iteration 38
+                                                           dx:    0.05
+Iteration 35
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.00
                                                            dm:    0.00
                                                            dx:    0.03
-Iteration 39
+Iteration 36
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.00
                                                            dm:    0.00
                                                            dx:    0.02
-Iteration 40
+Iteration 37
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.00
                                                            dm:    0.00
                                                            dx:    0.02
-Iteration 41
+Iteration 38
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.00
                                                            dm:    0.00
                                                            dx:    0.01
-Iteration 42
+Iteration 39
 	model frequencies (percent)
 	model 1: 18.0| model 2: 14.9| model 3: 1.7| model 4: 22.0| model 5: 18.1| model 6: 10.7| model 7: 14.7| 
                                                            dL:   -0.00

hbi_output/1236/150_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:37:24
+Hierarchical Bayesian Inference                    2026-05-22 12:55:29
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,224 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 64.9| model 2: 9.4| model 3: 4.3| model 4: 15.4| model 5: 4.8| model 6: 0.5| model 7: 0.6| 
-                                                           dL:  215.02
-                                                           dm:   35.06
-                                                           dx:   18.61
+	model 1: 56.9| model 2: 7.2| model 3: 2.7| model 4: 21.9| model 5: 8.5| model 6: 1.3| model 7: 1.3| 
+                                                           dL:  177.13
+                                                           dm:   43.07
+                                                           dx:   16.06
 Iteration 03
 	model frequencies (percent)
-	model 1: 66.4| model 2: 8.2| model 3: 2.9| model 4: 13.9| model 5: 6.9| model 6: 0.7| model 7: 1.1| 
-                                                           dL:   31.38
-                                                           dm:    1.42
-                                                           dx:    0.56
+	model 1: 61.8| model 2: 6.8| model 3: 2.9| model 4: 16.9| model 5: 8.9| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   13.65
+                                                           dm:    4.90
+                                                           dx:    0.27
 Iteration 04
 	model frequencies (percent)
-	model 1: 66.4| model 2: 7.4| model 3: 2.0| model 4: 14.0| model 5: 8.1| model 6: 0.8| model 7: 1.3| 
-                                                           dL:   12.03
-                                                           dm:    0.08
-                                                           dx:    0.34
+	model 1: 63.8| model 2: 6.7| model 3: 2.7| model 4: 15.1| model 5: 9.1| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    1.00
+                                                           dm:    1.96
+                                                           dx:    0.35
 Iteration 05
 	model frequencies (percent)
-	model 1: 66.3| model 2: 7.0| model 3: 0.9| model 4: 14.7| model 5: 8.7| model 6: 1.1| model 7: 1.3| 
-                                                           dL:    2.07
-                                                           dm:    0.15
-                                                           dx:    0.33
+	model 1: 64.8| model 2: 6.6| model 3: 2.1| model 4: 14.6| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   39.28
+                                                           dm:    1.03
+                                                           dx:    0.24
 Iteration 06
 	model frequencies (percent)
-	model 1: 66.2| model 2: 6.7| model 3: 0.0| model 4: 15.4| model 5: 9.0| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   34.55
-                                                           dm:    0.11
-                                                           dx:    0.36
+	model 1: 64.8| model 2: 6.5| model 3: 2.2| model 4: 14.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:  -18.39
+                                                           dm:    0.02
+                                                           dx:    0.72
 Iteration 07
 	model frequencies (percent)
-	model 1: 65.4| model 2: 6.6| model 3: 0.7| model 4: 15.5| model 5: 9.1| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   22.26
-                                                           dm:    0.74
-                                                           dx:    3.46
+	model 1: 64.9| model 2: 6.5| model 3: 1.7| model 4: 14.9| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    1.00
+                                                           dm:    0.05
+                                                           dx:    0.16
 Iteration 08
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.6| model 3: 1.4| model 4: 15.2| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -7.15
-                                                           dm:    0.47
-                                                           dx:    1.00
+	model 1: 64.9| model 2: 6.5| model 3: 1.6| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -1.24
+                                                           dm:    0.02
+                                                           dx:    0.21
 Iteration 09
 	model frequencies (percent)
-	model 1: 64.9| model 2: 6.6| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    5.38
-                                                           dm:    0.04
-                                                           dx:    0.52
+	model 1: 64.9| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   11.13
+                                                           dm:    0.00
+                                                           dx:    0.17
 Iteration 10
 	model frequencies (percent)
-	model 1: 64.9| model 2: 6.6| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -9.79
-                                                           dm:    0.00
-                                                           dx:    0.39
+	model 1: 64.3| model 2: 6.5| model 3: 2.2| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    1.36
+                                                           dm:    0.62
+                                                           dx:    0.34
 Iteration 11
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.6| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   10.65
-                                                           dm:    0.03
-                                                           dx:    0.53
+	model 1: 65.0| model 2: 6.5| model 3: 2.1| model 4: 14.5| model 5: 9.3| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    3.26
+                                                           dm:    0.69
+                                                           dx:    0.08
 Iteration 12
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -0.34
-                                                           dm:    0.00
-                                                           dx:    0.47
+	model 1: 65.0| model 2: 6.5| model 3: 2.7| model 4: 13.8| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    0.77
+                                                           dm:    0.04
+                                                           dx:    0.21
 Iteration 13
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    0.42
-                                                           dm:    0.02
-                                                           dx:    0.43
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.6| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    0.17
+                                                           dm:    0.07
+                                                           dx:    0.13
 Iteration 14
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -4.44
-                                                           dm:    0.01
-                                                           dx:    0.42
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    3.71
+                                                           dm:    0.03
+                                                           dx:    0.06
 Iteration 15
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    4.26
-                                                           dm:    0.02
-                                                           dx:    0.15
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -3.55
+                                                           dm:    0.01
+                                                           dx:    0.33
 Iteration 16
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -0.26
-                                                           dm:    0.01
-                                                           dx:    0.09
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -4.68
+                                                           dm:    0.00
+                                                           dx:    0.20
 Iteration 17
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    0.45
-                                                           dm:    0.02
-                                                           dx:    0.48
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -7.18
+                                                           dm:    0.00
+                                                           dx:    0.25
 Iteration 18
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -0.40
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    5.19
                                                            dm:    0.01
-                                                           dx:    0.36
+                                                           dx:    0.06
 Iteration 19
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    0.42
-                                                           dm:    0.01
-                                                           dx:    0.40
+	model 1: 65.3| model 2: 6.5| model 3: 2.1| model 4: 14.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    5.20
+                                                           dm:    0.16
+                                                           dx:    0.12
 Iteration 20
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -4.70
-                                                           dm:    0.01
-                                                           dx:    0.39
+	model 1: 65.1| model 2: 6.5| model 3: 2.8| model 4: 13.7| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    1.03
+                                                           dm:    0.20
+                                                           dx:    0.07
 Iteration 21
 	model frequencies (percent)
-	model 1: 65.1| model 2: 6.5| model 3: 1.4| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    3.87
-                                                           dm:    0.11
-                                                           dx:    0.08
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -5.25
+                                                           dm:    0.02
+                                                           dx:    0.04
 Iteration 22
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    4.46
-                                                           dm:    0.10
-                                                           dx:    0.45
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -1.23
+                                                           dm:    0.02
+                                                           dx:    0.17
 Iteration 23
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:  -13.66
-                                                           dm:    0.02
-                                                           dx:    0.12
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.6| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -6.66
+                                                           dm:    0.00
+                                                           dx:    0.08
 Iteration 24
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   13.55
-                                                           dm:    0.02
-                                                           dx:    0.46
+	model 1: 65.1| model 2: 6.5| model 3: 2.7| model 4: 13.7| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -1.31
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 25
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:  -13.95
-                                                           dm:    0.02
-                                                           dx:    0.39
+	model 1: 65.3| model 2: 6.5| model 3: 1.8| model 4: 14.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    8.80
+                                                           dm:    0.15
+                                                           dx:    0.08
 Iteration 26
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   13.91
-                                                           dm:    0.02
-                                                           dx:    0.33
+	model 1: 65.0| model 2: 6.5| model 3: 2.6| model 4: 13.9| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    2.23
+                                                           dm:    0.21
+                                                           dx:    0.41
 Iteration 27
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -7.94
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.6| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -3.30
                                                            dm:    0.02
-                                                           dx:    0.36
+                                                           dx:    0.25
 Iteration 28
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    8.39
-                                                           dm:    0.02
-                                                           dx:    0.41
+	model 1: 65.3| model 2: 6.5| model 3: 2.1| model 4: 14.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    5.37
+                                                           dm:    0.21
+                                                           dx:    0.13
 Iteration 29
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:  -18.86
-                                                           dm:    0.01
-                                                           dx:    0.36
+	model 1: 65.1| model 2: 6.5| model 3: 2.8| model 4: 13.7| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -5.33
+                                                           dm:    0.19
+                                                           dx:    0.15
 Iteration 30
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   18.86
-                                                           dm:    0.02
-                                                           dx:    0.32
+	model 1: 65.1| model 2: 6.5| model 3: 2.8| model 4: 13.6| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -0.70
+                                                           dm:    0.01
+                                                           dx:    0.23
 Iteration 31
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -8.27
-                                                           dm:    0.01
-                                                           dx:    0.33
+	model 1: 65.1| model 2: 6.5| model 3: 2.8| model 4: 13.7| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -6.50
+                                                           dm:    0.00
+                                                           dx:    0.11
 Iteration 32
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    8.25
+	model 1: 65.1| model 2: 6.5| model 3: 2.6| model 4: 13.8| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -0.89
                                                            dm:    0.01
-                                                           dx:    0.41
+                                                           dx:    0.03
 Iteration 33
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -8.25
-                                                           dm:    0.01
-                                                           dx:    0.38
+	model 1: 65.2| model 2: 6.5| model 3: 1.6| model 4: 14.7| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    8.62
+                                                           dm:    0.14
+                                                           dx:    0.08
 Iteration 34
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    8.24
-                                                           dm:    0.01
+	model 1: 65.0| model 2: 6.5| model 3: 2.6| model 4: 14.0| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    2.52
+                                                           dm:    0.20
                                                            dx:    0.39
 Iteration 35
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -4.59
-                                                           dm:    0.01
-                                                           dx:    0.39
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.6| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -1.03
+                                                           dm:    0.02
+                                                           dx:    0.24
 Iteration 36
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    0.71
-                                                           dm:    0.01
-                                                           dx:    0.10
+	model 1: 65.3| model 2: 6.5| model 3: 2.7| model 4: 13.6| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    1.04
+                                                           dm:    0.21
+                                                           dx:    0.03
 Iteration 37
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -0.44
-                                                           dm:    0.01
-                                                           dx:    0.48
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:   -3.95
+                                                           dm:    0.15
+                                                           dx:    0.03
 Iteration 38
 	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    0.41
-                                                           dm:    0.01
-                                                           dx:    0.38
-Iteration 39
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -4.45
-                                                           dm:    0.01
-                                                           dx:    0.39
-Iteration 40
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    8.33
-                                                           dm:    0.01
-                                                           dx:    0.10
-Iteration 41
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -8.21
+	model 1: 65.1| model 2: 6.5| model 3: 2.9| model 4: 13.5| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
+                                                           dL:    6.89
                                                            dm:    0.01
-                                                           dx:    0.45
-Iteration 42
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    8.24
-                                                           dm:    0.01
-                                                           dx:    0.36
-Iteration 43
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -8.23
-                                                           dm:    0.01
-                                                           dx:    0.40
-Iteration 44
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    8.23
-                                                           dm:    0.01
-                                                           dx:    0.40
-Iteration 45
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -8.23
-                                                           dm:    0.01
-                                                           dx:    0.39
-Iteration 46
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    4.19
-                                                           dm:    0.01
-                                                           dx:    0.39
-Iteration 47
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -0.31
-                                                           dm:    0.01
-                                                           dx:    0.10
-Iteration 48
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    0.43
-                                                           dm:    0.01
-                                                           dx:    0.45
-Iteration 49
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -0.40
-                                                           dm:    0.01
-                                                           dx:    0.36
-Iteration 50
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:    0.41
-                                                           dm:    0.01
-                                                           dx:    0.40
-Iteration 51
-	model frequencies (percent)
-	model 1: 65.0| model 2: 6.5| model 3: 1.5| model 4: 15.1| model 5: 9.2| model 6: 1.3| model 7: 1.3| 
-                                                           dL:   -0.41
-                                                           dm:    0.01
-                                                           dx:    0.39
+                                                           dx:    0.01
+                                                          Converged :]

hbi_output/1236/300_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:41:12
+Hierarchical Bayesian Inference                    2026-05-22 13:06:35
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,269 +17,245 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 34.8| model 2: 18.6| model 3: 14.4| model 4: 20.1| model 5: 6.6| model 6: 3.0| model 7: 2.6| 
-                                                           dL:  312.89
-                                                           dm:   65.25
-                                                           dx:    2.58
+	model 1: 20.3| model 2: 15.4| model 3: 5.0| model 4: 19.9| model 5: 13.9| model 6: 13.9| model 7: 11.6| 
+                                                           dL:  184.73
+                                                           dm:   79.72
+                                                           dx:    5.85
 Iteration 03
 	model frequencies (percent)
-	model 1: 31.0| model 2: 16.0| model 3: 12.8| model 4: 20.1| model 5: 10.8| model 6: 8.1| model 7: 1.2| 
-                                                           dL:   79.58
-                                                           dm:    3.76
-                                                           dx:    0.76
+	model 1: 18.2| model 2: 14.8| model 3: 3.4| model 4: 21.0| model 5: 14.3| model 6: 15.6| model 7: 12.7| 
+                                                           dL:   69.47
+                                                           dm:    1.02
+                                                           dx:    1.45
 Iteration 04
 	model frequencies (percent)
-	model 1: 26.5| model 2: 14.5| model 3: 9.9| model 4: 22.4| model 5: 13.1| model 6: 12.9| model 7: 0.8| 
-                                                           dL:   75.00
-                                                           dm:    4.52
-                                                           dx:    7.35
+	model 1: 18.1| model 2: 14.8| model 3: 2.4| model 4: 21.4| model 5: 14.6| model 6: 15.9| model 7: 12.9| 
+                                                           dL:   12.23
+                                                           dm:    0.45
+                                                           dx:    0.42
 Iteration 05
 	model frequencies (percent)
-	model 1: 21.9| model 2: 14.3| model 3: 8.5| model 4: 24.1| model 5: 14.1| model 6: 15.1| model 7: 2.0| 
-                                                           dL:   57.80
-                                                           dm:    1.72
-                                                           dx:    0.57
+	model 1: 18.0| model 2: 14.6| model 3: 1.9| model 4: 22.0| model 5: 14.8| model 6: 15.9| model 7: 12.9| 
+                                                           dL:   -0.45
+                                                           dm:    0.58
+                                                           dx:    0.19
 Iteration 06
 	model frequencies (percent)
-	model 1: 18.3| model 2: 14.0| model 3: 8.1| model 4: 25.1| model 5: 14.4| model 6: 15.9| model 7: 4.2| 
-                                                           dL:   46.17
-                                                           dm:    1.04
-                                                           dx:    0.68
+	model 1: 18.0| model 2: 14.4| model 3: 1.2| model 4: 22.7| model 5: 14.9| model 6: 16.0| model 7: 12.9| 
+                                                           dL:    0.91
+                                                           dm:    0.68
+                                                           dx:    0.15
 Iteration 07
 	model frequencies (percent)
-	model 1: 17.3| model 2: 14.0| model 3: 7.2| model 4: 24.7| model 5: 14.7| model 6: 16.0| model 7: 6.1| 
-                                                           dL:   16.79
-                                                           dm:    0.47
-                                                           dx:    0.40
+	model 1: 18.0| model 2: 14.2| model 3: 1.0| model 4: 22.9| model 5: 14.9| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    1.06
+                                                           dm:    0.21
+                                                           dx:    0.21
 Iteration 08
 	model frequencies (percent)
-	model 1: 17.8| model 2: 14.0| model 3: 5.6| model 4: 24.0| model 5: 14.9| model 6: 16.0| model 7: 7.8| 
-                                                           dL:    5.20
-                                                           dm:    0.62
-                                                           dx:    0.30
+	model 1: 18.0| model 2: 14.1| model 3: 0.9| model 4: 23.0| model 5: 14.9| model 6: 16.0| model 7: 13.0| 
+                                                           dL:   -1.16
+                                                           dm:    0.09
+                                                           dx:    0.28
 Iteration 09
 	model frequencies (percent)
-	model 1: 18.0| model 2: 14.0| model 3: 3.9| model 4: 23.7| model 5: 15.0| model 6: 16.0| model 7: 9.4| 
-                                                           dL:    5.12
-                                                           dm:    0.29
-                                                           dx:    0.28
+	model 1: 18.1| model 2: 14.0| model 3: 0.6| model 4: 23.2| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    1.17
+                                                           dm:    0.24
+                                                           dx:    0.29
 Iteration 10
 	model frequencies (percent)
-	model 1: 18.1| model 2: 13.9| model 3: 2.4| model 4: 23.6| model 5: 15.0| model 6: 16.0| model 7: 11.0| 
-                                                           dL:    5.54
-                                                           dm:    0.18
-                                                           dx:    0.37
+	model 1: 18.1| model 2: 13.9| model 3: 0.6| model 4: 23.3| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    2.14
+                                                           dm:    0.04
+                                                           dx:    0.49
 Iteration 11
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.9| model 3: 1.1| model 4: 23.5| model 5: 15.0| model 6: 16.0| model 7: 12.2| 
-                                                           dL:    5.29
-                                                           dm:    0.03
-                                                           dx:    0.22
+	model 1: 18.1| model 2: 13.9| model 3: 0.9| model 4: 23.1| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.87
+                                                           dm:    0.16
+                                                           dx:    0.67
 Iteration 12
 	model frequencies (percent)
-	model 1: 18.3| model 2: 13.8| model 3: 0.5| model 4: 23.5| model 5: 15.0| model 6: 16.0| model 7: 12.8| 
-                                                           dL:    3.22
-                                                           dm:    0.00
-                                                           dx:    0.13
+	model 1: 18.1| model 2: 13.9| model 3: 0.9| model 4: 23.1| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.41
+                                                           dm:    0.02
+                                                           dx:    0.60
 Iteration 13
 	model frequencies (percent)
-	model 1: 18.3| model 2: 13.8| model 3: 0.4| model 4: 23.5| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    1.22
-                                                           dm:    0.03
-                                                           dx:    0.27
+	model 1: 18.1| model 2: 13.8| model 3: 0.9| model 4: 23.1| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.30
+                                                           dm:    0.00
+                                                           dx:    0.60
 Iteration 14
 	model frequencies (percent)
-	model 1: 18.3| model 2: 13.8| model 3: 0.3| model 4: 23.5| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    5.81
-                                                           dm:    0.00
-                                                           dx:    0.24
+	model 1: 18.1| model 2: 13.8| model 3: 0.9| model 4: 23.1| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.22
+                                                           dm:    0.01
+                                                           dx:    0.60
 Iteration 15
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.8| model 3: 0.7| model 4: 23.2| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    2.76
-                                                           dm:    0.29
-                                                           dx:    0.69
+	model 1: 18.1| model 2: 13.8| model 3: 0.9| model 4: 23.1| model 5: 15.0| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.16
+                                                           dm:    0.00
+                                                           dx:    0.59
 Iteration 16
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.8| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.68
-                                                           dm:    0.16
-                                                           dx:    0.34
+	model 1: 18.1| model 2: 13.8| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.58
+                                                           dm:    0.00
+                                                           dx:    0.56
 Iteration 17
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.8| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.85
-                                                           dm:    0.01
-                                                           dx:    0.39
+	model 1: 18.1| model 2: 13.7| model 3: 1.1| model 4: 23.0| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:   -3.02
+                                                           dm:    0.08
+                                                           dx:    0.51
 Iteration 18
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.59
-                                                           dm:    0.01
-                                                           dx:    0.40
+	model 1: 18.3| model 2: 13.7| model 3: 0.6| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.77
+                                                           dm:    0.29
+                                                           dx:    0.39
 Iteration 19
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.58
+	model 1: 18.3| model 2: 13.7| model 3: 0.6| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    1.64
                                                            dm:    0.01
-                                                           dx:    0.47
+                                                           dx:    0.48
 Iteration 20
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.50
-                                                           dm:    0.01
-                                                           dx:    0.54
+                                                           dL:    0.32
+                                                           dm:    0.19
+                                                           dx:    0.40
 Iteration 21
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.41
-                                                           dm:    0.00
-                                                           dx:    0.58
+                                                           dL:   -2.29
+                                                           dm:    0.03
+                                                           dx:    0.24
 Iteration 22
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.32
-                                                           dm:    0.00
-                                                           dx:    0.59
+	model 1: 18.3| model 2: 13.7| model 3: 0.7| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.41
+                                                           dm:    0.21
+                                                           dx:    0.18
 Iteration 23
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.25
-                                                           dm:    0.00
-                                                           dx:    0.59
+	model 1: 18.3| model 2: 13.7| model 3: 0.6| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    1.60
+                                                           dm:    0.01
+                                                           dx:    0.16
 Iteration 24
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.19
-                                                           dm:    0.00
-                                                           dx:    0.57
+                                                           dL:    0.32
+                                                           dm:    0.19
+                                                           dx:    0.14
 Iteration 25
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.11
-                                                           dm:    0.00
-                                                           dx:    0.53
+                                                           dL:   -0.00
+                                                           dm:    0.03
+                                                           dx:    0.08
 Iteration 26
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:   -2.20
-                                                           dm:    0.00
-                                                           dx:    0.48
+	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:   -2.35
+                                                           dm:    0.01
+                                                           dx:    0.06
 Iteration 27
 	model frequencies (percent)
 	model 1: 18.3| model 2: 13.7| model 3: 0.6| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    2.14
+                                                           dL:    0.42
                                                            dm:    0.21
-                                                           dx:    0.41
+                                                           dx:    0.07
 Iteration 28
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.33
-                                                           dm:    0.18
-                                                           dx:    0.48
+	model 1: 18.3| model 2: 13.7| model 3: 0.6| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    1.60
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 29
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.02
-                                                           dm:    0.03
-                                                           dx:    0.30
+                                                           dL:    0.33
+                                                           dm:    0.19
+                                                           dx:    0.07
 Iteration 30
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.24
+                                                           dL:   -0.01
+                                                           dm:    0.03
+                                                           dx:    0.03
 Iteration 31
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.00
+                                                           dL:   -2.33
                                                            dm:    0.00
-                                                           dx:    0.19
+                                                           dx:    0.02
 Iteration 32
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.01
-                                                           dm:    0.00
-                                                           dx:    0.15
+	model 1: 18.3| model 2: 13.7| model 3: 0.6| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    2.03
+                                                           dm:    0.21
+                                                           dx:    0.07
 Iteration 33
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:   -0.02
-                                                           dm:    0.00
-                                                           dx:    0.12
+	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.31
+                                                           dm:    0.18
+                                                           dx:    0.07
 Iteration 34
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.09
+                                                           dL:   -2.32
+                                                           dm:    0.03
+                                                           dx:    0.02
 Iteration 35
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.00
-                                                           dm:    0.00
+	model 1: 18.3| model 2: 13.7| model 3: 0.7| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.40
+                                                           dm:    0.21
                                                            dx:    0.07
 Iteration 36
-	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:   -2.31
-                                                           dm:    0.00
-                                                           dx:    0.05
-Iteration 37
-	model frequencies (percent)
-	model 1: 18.3| model 2: 13.7| model 3: 0.6| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.42
-                                                           dm:    0.21
-                                                           dx:    0.08
-Iteration 38
 	model frequencies (percent)
 	model 1: 18.3| model 2: 13.7| model 3: 0.6| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    1.60
+                                                           dL:    1.59
                                                            dm:    0.01
-                                                           dx:    0.05
-Iteration 39
+                                                           dx:    0.03
+Iteration 37
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.32
+                                                           dL:    0.33
                                                            dm:    0.19
                                                            dx:    0.07
-Iteration 40
+Iteration 38
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:   -2.31
+	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:   -0.01
                                                            dm:    0.03
                                                            dx:    0.03
-Iteration 41
-	model frequencies (percent)
-	model 1: 18.3| model 2: 13.7| model 3: 0.7| model 4: 23.3| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    2.06
-                                                           dm:    0.21
-                                                           dx:    0.07
-Iteration 42
-	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.28
-                                                           dm:    0.18
-                                                           dx:    0.06
-Iteration 43
+Iteration 39
 	model frequencies (percent)
-	model 1: 18.2| model 2: 13.7| model 3: 0.9| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:   -0.01
-                                                           dm:    0.03
+	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
+                                                           dL:    0.03
+                                                           dm:    0.00
                                                            dx:    0.02
-Iteration 44
+Iteration 40
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:   -0.00
+                                                           dL:   -0.03
                                                            dm:    0.00
-                                                           dx:    0.02
-Iteration 45
+                                                           dx:    0.01
+Iteration 41
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
-                                                           dL:    0.01
+                                                           dL:    0.00
                                                            dm:    0.00
                                                            dx:    0.01
-Iteration 46
+Iteration 42
 	model frequencies (percent)
 	model 1: 18.2| model 2: 13.7| model 3: 1.0| model 4: 23.1| model 5: 15.1| model 6: 16.0| model 7: 13.0| 
                                                            dL:   -0.00

hbi_output/1236/300_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:45:12
+Hierarchical Bayesian Inference                    2026-05-22 13:28:52
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,134 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 58.4| model 2: 16.2| model 3: 5.9| model 4: 13.7| model 5: 4.2| model 6: 0.6| model 7: 0.9| 
-                                                           dL:  409.11
-                                                           dm:   41.59
-                                                           dx:    5.79
+	model 1: 51.7| model 2: 13.1| model 3: 2.4| model 4: 20.8| model 5: 8.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:  293.98
+                                                           dm:   48.26
+                                                           dx:    3.90
 Iteration 03
 	model frequencies (percent)
-	model 1: 60.8| model 2: 16.2| model 3: 3.8| model 4: 12.2| model 5: 4.5| model 6: 1.0| model 7: 1.6| 
-                                                           dL:   22.46
-                                                           dm:    2.39
-                                                           dx:    1.29
+	model 1: 57.0| model 2: 13.9| model 3: 2.3| model 4: 15.6| model 5: 7.5| model 6: 1.7| model 7: 2.0| 
+                                                           dL:   19.35
+                                                           dm:    5.28
+                                                           dx:    0.47
 Iteration 04
 	model frequencies (percent)
-	model 1: 60.6| model 2: 15.6| model 3: 2.4| model 4: 12.4| model 5: 5.9| model 6: 1.3| model 7: 1.9| 
-                                                           dL:   24.36
-                                                           dm:    0.20
-                                                           dx:    0.87
+	model 1: 58.8| model 2: 14.2| model 3: 2.2| model 4: 13.8| model 5: 7.3| model 6: 1.7| model 7: 2.0| 
+                                                           dL:   10.02
+                                                           dm:    1.76
+                                                           dx:    0.20
 Iteration 05
 	model frequencies (percent)
-	model 1: 60.2| model 2: 15.2| model 3: 2.3| model 4: 12.3| model 5: 6.7| model 6: 1.5| model 7: 1.9| 
-                                                           dL:   17.95
-                                                           dm:    0.44
-                                                           dx:    0.39
+	model 1: 59.3| model 2: 14.3| model 3: 2.0| model 4: 13.6| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    1.83
+                                                           dm:    0.48
+                                                           dx:    0.22
 Iteration 06
 	model frequencies (percent)
-	model 1: 60.0| model 2: 15.0| model 3: 2.1| model 4: 12.4| model 5: 7.0| model 6: 1.5| model 7: 2.0| 
-                                                           dL:   12.24
-                                                           dm:    0.18
-                                                           dx:    0.24
+	model 1: 59.4| model 2: 14.3| model 3: 1.7| model 4: 13.8| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    6.58
+                                                           dm:    0.12
+                                                           dx:    0.25
 Iteration 07
 	model frequencies (percent)
-	model 1: 59.9| model 2: 15.0| model 3: 2.4| model 4: 12.1| model 5: 7.1| model 6: 1.6| model 7: 2.0| 
-                                                           dL:   12.86
-                                                           dm:    0.12
-                                                           dx:    0.19
+	model 1: 59.3| model 2: 14.6| model 3: 2.0| model 4: 13.1| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:   -0.20
+                                                           dm:    0.04
+                                                           dx:    0.32
 Iteration 08
 	model frequencies (percent)
-	model 1: 60.0| model 2: 14.7| model 3: 2.2| model 4: 12.4| model 5: 7.1| model 6: 1.6| model 7: 2.0| 
-                                                           dL:    7.72
-                                                           dm:    0.11
-                                                           dx:    0.22
+	model 1: 59.4| model 2: 14.8| model 3: 2.1| model 4: 12.8| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    4.28
+                                                           dm:    0.10
+                                                           dx:    0.31
 Iteration 09
 	model frequencies (percent)
-	model 1: 59.8| model 2: 14.9| model 3: 2.4| model 4: 12.1| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   25.04
-                                                           dm:    0.20
-                                                           dx:    0.18
+	model 1: 59.5| model 2: 14.8| model 3: 2.3| model 4: 12.5| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:   -1.90
+                                                           dm:    0.07
+                                                           dx:    0.13
 Iteration 10
 	model frequencies (percent)
-	model 1: 59.4| model 2: 15.0| model 3: 2.8| model 4: 12.0| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -9.43
-                                                           dm:    0.36
-                                                           dx:    0.12
+	model 1: 59.6| model 2: 14.9| model 3: 2.1| model 4: 12.6| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:   -0.27
+                                                           dm:    0.08
+                                                           dx:    0.11
 Iteration 11
 	model frequencies (percent)
-	model 1: 59.5| model 2: 15.0| model 3: 2.7| model 4: 12.0| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   14.23
-                                                           dm:    0.05
-                                                           dx:    0.05
+	model 1: 59.6| model 2: 14.9| model 3: 1.9| model 4: 12.7| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:   -0.14
+                                                           dm:    0.01
+                                                           dx:    0.11
 Iteration 12
 	model frequencies (percent)
-	model 1: 59.3| model 2: 15.0| model 3: 2.9| model 4: 11.9| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -7.18
-                                                           dm:    0.11
-                                                           dx:    0.14
+	model 1: 59.5| model 2: 14.9| model 3: 1.9| model 4: 12.8| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    0.55
+                                                           dm:    0.03
+                                                           dx:    0.10
 Iteration 13
 	model frequencies (percent)
-	model 1: 59.4| model 2: 15.0| model 3: 2.6| model 4: 12.2| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -0.80
-                                                           dm:    0.07
-                                                           dx:    0.18
+	model 1: 59.5| model 2: 15.0| model 3: 1.9| model 4: 12.8| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    1.54
+                                                           dm:    0.03
+                                                           dx:    0.06
 Iteration 14
 	model frequencies (percent)
-	model 1: 59.5| model 2: 15.0| model 3: 2.5| model 4: 12.1| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    7.68
-                                                           dm:    0.10
-                                                           dx:    0.29
+	model 1: 59.5| model 2: 15.0| model 3: 2.1| model 4: 12.6| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
+                                                           dL:   -1.11
+                                                           dm:    0.00
+                                                           dx:    0.20
 Iteration 15
 	model frequencies (percent)
-	model 1: 59.5| model 2: 15.0| model 3: 3.2| model 4: 11.4| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:  -17.54
-                                                           dm:    0.03
-                                                           dx:    0.22
+	model 1: 59.6| model 2: 15.0| model 3: 2.0| model 4: 12.7| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    1.82
+                                                           dm:    0.06
+                                                           dx:    0.10
 Iteration 16
 	model frequencies (percent)
-	model 1: 59.5| model 2: 15.1| model 3: 2.7| model 4: 12.0| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   14.24
-                                                           dm:    0.00
-                                                           dx:    0.16
+	model 1: 59.6| model 2: 15.0| model 3: 2.2| model 4: 12.5| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    0.52
+                                                           dm:    0.02
+                                                           dx:    0.17
 Iteration 17
 	model frequencies (percent)
-	model 1: 59.3| model 2: 15.1| model 3: 3.1| model 4: 11.8| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -3.89
-                                                           dm:    0.21
-                                                           dx:    0.12
+	model 1: 59.6| model 2: 15.0| model 3: 2.2| model 4: 12.4| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    0.28
+                                                           dm:    0.05
+                                                           dx:    0.10
 Iteration 18
 	model frequencies (percent)
-	model 1: 59.3| model 2: 15.1| model 3: 3.4| model 4: 11.4| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   20.66
-                                                           dm:    0.00
-                                                           dx:    0.08
+	model 1: 59.6| model 2: 15.0| model 3: 2.3| model 4: 12.3| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    0.16
+                                                           dm:    0.03
+                                                           dx:    0.06
 Iteration 19
 	model frequencies (percent)
-	model 1: 59.4| model 2: 15.1| model 3: 3.8| model 4: 10.9| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:  -26.73
-                                                           dm:    0.12
-                                                           dx:    0.23
+	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.3| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    0.09
+                                                           dm:    0.02
+                                                           dx:    0.04
 Iteration 20
 	model frequencies (percent)
-	model 1: 59.7| model 2: 15.1| model 3: 2.9| model 4: 11.5| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   30.90
-                                                           dm:    0.33
-                                                           dx:    0.12
-Iteration 21
-	model frequencies (percent)
-	model 1: 59.6| model 2: 15.1| model 3: 3.0| model 4: 11.5| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:  -12.26
-                                                           dm:    0.08
-                                                           dx:    0.27
-Iteration 22
-	model frequencies (percent)
-	model 1: 59.6| model 2: 15.0| model 3: 3.3| model 4: 11.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    4.97
-                                                           dm:    0.01
-                                                           dx:    0.07
-Iteration 23
-	model frequencies (percent)
-	model 1: 59.5| model 2: 15.1| model 3: 3.6| model 4: 11.0| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    9.67
-                                                           dm:    0.12
-                                                           dx:    0.29
-Iteration 24
-	model frequencies (percent)
-	model 1: 59.5| model 2: 15.0| model 3: 4.3| model 4: 10.4| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:  -10.43
-                                                           dm:    0.00
-                                                           dx:    0.22
-Iteration 25
-	model frequencies (percent)
-	model 1: 59.6| model 2: 15.2| model 3: 3.8| model 4: 10.6| model 5: 7.2| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -7.66
-                                                           dm:    0.09
-                                                           dx:    0.15
-Iteration 26
-	model frequencies (percent)
-	model 1: 59.5| model 2: 15.2| model 3: 3.7| model 4: 10.8| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:  -10.71
-                                                           dm:    0.08
-                                                           dx:    0.05
-Iteration 27
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.2| model 3: 2.8| model 4: 11.5| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -3.60
-                                                           dm:    0.23
-                                                           dx:    0.17
-Iteration 28
-	model frequencies (percent)
-	model 1: 59.6| model 2: 15.1| model 3: 2.7| model 4: 11.8| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    6.98
-                                                           dm:    0.12
-                                                           dx:    0.33
-Iteration 29
-	model frequencies (percent)
-	model 1: 59.5| model 2: 15.1| model 3: 2.7| model 4: 11.9| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -0.36
-                                                           dm:    0.10
-                                                           dx:    0.23
-Iteration 30
-	model frequencies (percent)
-	model 1: 59.4| model 2: 15.1| model 3: 2.9| model 4: 11.9| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -1.28
-                                                           dm:    0.10
-                                                           dx:    0.16
-Iteration 31
-	model frequencies (percent)
-	model 1: 59.4| model 2: 15.0| model 3: 2.8| model 4: 11.9| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -1.42
-                                                           dm:    0.04
-                                                           dx:    0.14
-Iteration 32
-	model frequencies (percent)
-	model 1: 59.4| model 2: 15.0| model 3: 2.8| model 4: 12.0| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -1.77
-                                                           dm:    0.04
-                                                           dx:    0.06
-Iteration 33
-	model frequencies (percent)
-	model 1: 59.4| model 2: 15.1| model 3: 2.8| model 4: 11.9| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -6.67
-                                                           dm:    0.06
-                                                           dx:    0.09
-Iteration 34
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.1| model 4: 12.4| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -1.84
-                                                           dm:    0.23
-                                                           dx:    0.39
-Iteration 35
-	model frequencies (percent)
-	model 1: 59.6| model 2: 15.0| model 3: 2.4| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -0.47
-                                                           dm:    0.04
-                                                           dx:    0.17
-Iteration 36
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -3.22
-                                                           dm:    0.06
-                                                           dx:    0.24
-Iteration 37
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -0.67
+	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.3| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
+                                                           dL:    0.06
                                                            dm:    0.01
-                                                           dx:    0.14
-Iteration 38
+                                                           dx:    0.02
+Iteration 21
 	model frequencies (percent)
 	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    0.45
+                                                           dL:    0.04
                                                            dm:    0.01
-                                                           dx:    0.17
-Iteration 39
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -0.63
-                                                           dm:    0.00
-                                                           dx:    0.16
-Iteration 40
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    0.22
-                                                           dm:    0.00
-                                                           dx:    0.23
-Iteration 41
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    0.06
-                                                           dm:    0.00
-                                                           dx:    0.20
-Iteration 42
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    0.07
-                                                           dm:    0.00
-                                                           dx:    0.20
-Iteration 43
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    0.87
-                                                           dm:    0.00
-                                                           dx:    0.21
-Iteration 44
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -0.57
-                                                           dm:    0.00
-                                                           dx:    0.17
-Iteration 45
+                                                           dx:    0.02
+Iteration 22
 	model frequencies (percent)
 	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    0.10
+                                                           dL:    0.02
                                                            dm:    0.00
-                                                           dx:    0.19
-Iteration 46
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    0.78
-                                                           dm:    0.01
-                                                           dx:    0.18
-Iteration 47
+                                                           dx:    0.01
+Iteration 23
 	model frequencies (percent)
 	model 1: 59.7| model 2: 15.0| model 3: 2.3| model 4: 12.2| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -2.75
+                                                           dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.17
-Iteration 48
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.2| model 4: 12.3| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -0.39
-                                                           dm:    0.00
-                                                           dx:    0.15
-Iteration 49
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.1| model 4: 12.5| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    2.22
-                                                           dm:    0.03
-                                                           dx:    0.16
-Iteration 50
-	model frequencies (percent)
-	model 1: 59.6| model 2: 15.0| model 3: 2.3| model 4: 12.3| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:   -3.42
-                                                           dm:    0.04
-                                                           dx:    0.20
-Iteration 51
-	model frequencies (percent)
-	model 1: 59.7| model 2: 15.0| model 3: 2.2| model 4: 12.3| model 5: 7.1| model 6: 1.7| model 7: 2.0| 
-                                                           dL:    0.59
-                                                           dm:    0.07
-                                                           dx:    0.12
+                                                           dx:    0.01
+                                                          Converged :]

hbi_output/1236/300_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:51:56
+Hierarchical Bayesian Inference                    2026-05-22 13:40:13
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 34.7| model 2: 16.8| model 3: 12.5| model 4: 21.0| model 5: 8.1| model 6: 4.0| model 7: 3.0| 
-                                                           dL:  392.46
-                                                           dm:   65.32
-                                                           dx:    9.49
+	model 1: 20.5| model 2: 13.5| model 3: 3.6| model 4: 22.7| model 5: 14.8| model 6: 13.1| model 7: 11.9| 
+                                                           dL:  238.63
+                                                           dm:   77.34
+                                                           dx:    6.85
 Iteration 03
 	model frequencies (percent)
-	model 1: 26.1| model 2: 14.3| model 3: 5.5| model 4: 21.7| model 5: 13.2| model 6: 11.0| model 7: 8.2| 
-                                                           dL:  164.46
-                                                           dm:    8.62
-                                                           dx:    1.11
+	model 1: 19.5| model 2: 12.5| model 3: 2.1| model 4: 22.9| model 5: 15.8| model 6: 14.2| model 7: 12.9| 
+                                                           dL:   56.18
+                                                           dm:    0.25
+                                                           dx:    1.17
 Iteration 04
 	model frequencies (percent)
-	model 1: 20.2| model 2: 12.8| model 3: 2.2| model 4: 23.9| model 5: 15.3| model 6: 13.7| model 7: 11.9| 
-                                                           dL:   95.81
-                                                           dm:    2.13
-                                                           dx:    0.69
+	model 1: 19.4| model 2: 12.0| model 3: 2.2| model 4: 22.7| model 5: 16.3| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   48.98
+                                                           dm:    0.19
+                                                           dx:    0.35
 Iteration 05
 	model frequencies (percent)
-	model 1: 19.7| model 2: 12.1| model 3: 0.6| model 4: 24.4| model 5: 16.2| model 6: 14.2| model 7: 12.8| 
-                                                           dL:   29.64
-                                                           dm:    0.48
-                                                           dx:    0.38
+	model 1: 19.2| model 2: 12.1| model 3: 2.0| model 4: 22.8| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    2.16
+                                                           dm:    0.13
+                                                           dx:    0.18
 Iteration 06
 	model frequencies (percent)
-	model 1: 19.5| model 2: 11.7| model 3: 0.4| model 4: 24.5| model 5: 16.5| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   42.94
-                                                           dm:    0.16
-                                                           dx:    0.26
+	model 1: 19.1| model 2: 11.8| model 3: 2.3| model 4: 22.8| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    1.21
+                                                           dm:    0.05
+                                                           dx:    0.11
 Iteration 07
 	model frequencies (percent)
-	model 1: 19.0| model 2: 11.9| model 3: 1.2| model 4: 23.9| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   20.97
-                                                           dm:    0.62
-                                                           dx:    0.44
+	model 1: 19.3| model 2: 12.1| model 3: 2.3| model 4: 22.2| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   17.01
+                                                           dm:    0.61
+                                                           dx:    0.19
 Iteration 08
 	model frequencies (percent)
-	model 1: 19.0| model 2: 12.1| model 3: 2.0| model 4: 23.0| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    9.06
-                                                           dm:    0.91
-                                                           dx:    0.20
+	model 1: 19.4| model 2: 11.9| model 3: 2.9| model 4: 21.9| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    6.23
+                                                           dm:    0.28
+                                                           dx:    0.08
 Iteration 09
 	model frequencies (percent)
-	model 1: 19.0| model 2: 12.2| model 3: 2.7| model 4: 22.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -21.64
-                                                           dm:    0.86
-                                                           dx:    0.18
+	model 1: 19.4| model 2: 11.9| model 3: 2.9| model 4: 21.8| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:  -19.05
+                                                           dm:    0.08
+                                                           dx:    0.06
 Iteration 10
 	model frequencies (percent)
-	model 1: 19.5| model 2: 12.2| model 3: 2.2| model 4: 22.2| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    8.88
-                                                           dm:    0.07
-                                                           dx:    0.21
+	model 1: 19.4| model 2: 11.9| model 3: 2.5| model 4: 22.2| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -3.41
+                                                           dm:    0.35
+                                                           dx:    0.10
 Iteration 11
 	model frequencies (percent)
-	model 1: 19.6| model 2: 12.3| model 3: 1.9| model 4: 22.3| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   -2.27
-                                                           dm:    0.13
-                                                           dx:    0.15
+	model 1: 19.2| model 2: 12.2| model 3: 2.2| model 4: 22.4| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   22.80
+                                                           dm:    0.19
+                                                           dx:    0.17
 Iteration 12
 	model frequencies (percent)
-	model 1: 19.1| model 2: 12.3| model 3: 1.6| model 4: 23.0| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    5.20
-                                                           dm:    0.74
-                                                           dx:    0.15
+	model 1: 18.8| model 2: 12.3| model 3: 3.4| model 4: 21.6| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   12.78
+                                                           dm:    0.76
+                                                           dx:    0.09
 Iteration 13
 	model frequencies (percent)
-	model 1: 19.5| model 2: 12.3| model 3: 2.2| model 4: 22.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -15.31
-                                                           dm:    0.93
-                                                           dx:    0.29
+	model 1: 18.7| model 2: 12.0| model 3: 4.2| model 4: 21.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    4.25
+                                                           dm:    0.55
+                                                           dx:    0.13
 Iteration 14
 	model frequencies (percent)
-	model 1: 19.5| model 2: 12.3| model 3: 1.7| model 4: 22.6| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   11.74
-                                                           dm:    0.46
-                                                           dx:    0.21
+	model 1: 18.8| model 2: 12.0| model 3: 5.0| model 4: 20.3| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:  -16.76
+                                                           dm:    0.81
+                                                           dx:    0.09
 Iteration 15
 	model frequencies (percent)
-	model 1: 19.6| model 2: 12.3| model 3: 2.0| model 4: 22.2| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -24.75
-                                                           dm:    0.42
-                                                           dx:    0.15
+	model 1: 18.9| model 2: 12.3| model 3: 3.7| model 4: 21.1| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -1.06
+                                                           dm:    0.82
+                                                           dx:    0.14
 Iteration 16
 	model frequencies (percent)
-	model 1: 19.8| model 2: 12.3| model 3: 1.0| model 4: 23.0| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   -0.52
-                                                           dm:    0.87
-                                                           dx:    0.11
+	model 1: 19.2| model 2: 12.0| model 3: 3.8| model 4: 21.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:  -18.49
+                                                           dm:    0.02
+                                                           dx:    0.05
 Iteration 17
 	model frequencies (percent)
-	model 1: 19.7| model 2: 12.3| model 3: 1.0| model 4: 23.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   14.50
-                                                           dm:    0.11
-                                                           dx:    0.52
+	model 1: 19.3| model 2: 11.9| model 3: 2.8| model 4: 21.9| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   21.53
+                                                           dm:    0.83
+                                                           dx:    0.16
 Iteration 18
 	model frequencies (percent)
-	model 1: 19.6| model 2: 12.3| model 3: 2.1| model 4: 22.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    9.47
-                                                           dm:    1.05
-                                                           dx:    0.46
+	model 1: 19.3| model 2: 12.2| model 3: 2.8| model 4: 21.6| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   18.45
+                                                           dm:    0.33
+                                                           dx:    0.13
 Iteration 19
 	model frequencies (percent)
-	model 1: 19.6| model 2: 12.3| model 3: 2.3| model 4: 22.0| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   -7.20
-                                                           dm:    0.13
-                                                           dx:    0.13
+	model 1: 18.8| model 2: 12.3| model 3: 3.2| model 4: 21.7| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -2.74
+                                                           dm:    0.06
+                                                           dx:    0.21
 Iteration 20
 	model frequencies (percent)
-	model 1: 19.4| model 2: 12.3| model 3: 2.6| model 4: 21.8| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    1.28
-                                                           dm:    0.15
-                                                           dx:    0.29
+	model 1: 18.8| model 2: 12.3| model 3: 3.3| model 4: 21.7| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:  -23.77
+                                                           dm:    0.02
+                                                           dx:    0.07
 Iteration 21
 	model frequencies (percent)
-	model 1: 19.7| model 2: 12.3| model 3: 2.3| model 4: 21.8| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   14.99
-                                                           dm:    0.02
-                                                           dx:    0.19
+	model 1: 18.8| model 2: 12.3| model 3: 3.5| model 4: 21.5| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:  -11.50
+                                                           dm:    0.17
+                                                           dx:    0.21
 Iteration 22
 	model frequencies (percent)
-	model 1: 19.6| model 2: 12.3| model 3: 2.8| model 4: 21.4| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -15.66
-                                                           dm:    0.42
-                                                           dx:    0.08
+	model 1: 19.1| model 2: 12.0| model 3: 2.8| model 4: 22.2| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   13.56
+                                                           dm:    0.70
+                                                           dx:    0.30
 Iteration 23
 	model frequencies (percent)
-	model 1: 19.9| model 2: 12.3| model 3: 2.0| model 4: 21.9| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   22.48
-                                                           dm:    0.55
-                                                           dx:    0.18
+	model 1: 18.7| model 2: 11.9| model 3: 3.5| model 4: 21.9| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   11.91
+                                                           dm:    0.30
+                                                           dx:    0.34
 Iteration 24
 	model frequencies (percent)
-	model 1: 19.3| model 2: 12.3| model 3: 3.0| model 4: 21.4| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -19.08
-                                                           dm:    0.52
-                                                           dx:    0.10
+	model 1: 18.6| model 2: 11.9| model 3: 4.0| model 4: 21.4| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -0.11
+                                                           dm:    0.51
+                                                           dx:    0.09
 Iteration 25
 	model frequencies (percent)
-	model 1: 19.8| model 2: 12.3| model 3: 1.7| model 4: 22.2| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   11.58
-                                                           dm:    0.82
-                                                           dx:    0.21
+	model 1: 18.5| model 2: 12.3| model 3: 3.5| model 4: 21.7| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -9.58
+                                                           dm:    0.25
+                                                           dx:    0.07
 Iteration 26
 	model frequencies (percent)
-	model 1: 19.5| model 2: 12.3| model 3: 2.4| model 4: 21.9| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -11.28
-                                                           dm:    0.32
-                                                           dx:    0.30
+	model 1: 18.8| model 2: 12.0| model 3: 3.3| model 4: 22.0| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    9.41
+                                                           dm:    0.30
+                                                           dx:    0.11
 Iteration 27
 	model frequencies (percent)
-	model 1: 19.8| model 2: 12.3| model 3: 2.1| model 4: 22.0| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   14.45
-                                                           dm:    0.05
-                                                           dx:    0.26
+	model 1: 18.6| model 2: 12.0| model 3: 4.0| model 4: 21.4| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -3.56
+                                                           dm:    0.54
+                                                           dx:    0.04
 Iteration 28
 	model frequencies (percent)
-	model 1: 19.4| model 2: 12.3| model 3: 2.7| model 4: 21.7| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -12.78
-                                                           dm:    0.25
-                                                           dx:    0.28
+	model 1: 18.7| model 2: 12.0| model 3: 3.9| model 4: 21.5| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    0.27
+                                                           dm:    0.03
+                                                           dx:    0.07
 Iteration 29
 	model frequencies (percent)
-	model 1: 19.4| model 2: 12.3| model 3: 1.8| model 4: 22.7| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   17.64
-                                                           dm:    0.96
-                                                           dx:    1.35
+	model 1: 18.8| model 2: 12.2| model 3: 3.7| model 4: 21.3| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:  -12.48
+                                                           dm:    0.15
+                                                           dx:    0.05
 Iteration 30
 	model frequencies (percent)
-	model 1: 19.3| model 2: 12.3| model 3: 2.3| model 4: 22.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -10.40
-                                                           dm:    0.53
-                                                           dx:    0.15
+	model 1: 18.7| model 2: 12.3| model 3: 3.3| model 4: 21.8| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -7.90
+                                                           dm:    0.48
+                                                           dx:    0.06
 Iteration 31
 	model frequencies (percent)
-	model 1: 19.4| model 2: 12.2| model 3: 1.8| model 4: 22.6| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   27.71
-                                                           dm:    0.47
-                                                           dx:    0.36
+	model 1: 18.6| model 2: 12.4| model 3: 3.3| model 4: 21.7| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   19.83
+                                                           dm:    0.05
+                                                           dx:    0.08
 Iteration 32
 	model frequencies (percent)
-	model 1: 19.1| model 2: 12.1| model 3: 2.6| model 4: 22.3| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   -3.08
-                                                           dm:    0.25
-                                                           dx:    0.60
+	model 1: 18.6| model 2: 12.0| model 3: 4.0| model 4: 21.4| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:  -15.61
+                                                           dm:    0.38
+                                                           dx:    0.05
 Iteration 33
 	model frequencies (percent)
-	model 1: 18.9| model 2: 11.9| model 3: 3.4| model 4: 21.8| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    8.40
-                                                           dm:    0.55
-                                                           dx:    0.22
+	model 1: 18.9| model 2: 12.0| model 3: 3.0| model 4: 22.2| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   10.73
+                                                           dm:    0.80
+                                                           dx:    0.04
 Iteration 34
 	model frequencies (percent)
-	model 1: 18.7| model 2: 11.9| model 3: 4.2| model 4: 21.2| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -25.80
-                                                           dm:    0.62
-                                                           dx:    0.12
+	model 1: 18.7| model 2: 11.9| model 3: 3.7| model 4: 21.7| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -1.12
+                                                           dm:    0.44
+                                                           dx:    0.10
 Iteration 35
 	model frequencies (percent)
-	model 1: 18.7| model 2: 12.2| model 3: 3.1| model 4: 21.9| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   -4.55
-                                                           dm:    0.75
-                                                           dx:    0.17
+	model 1: 18.6| model 2: 12.2| model 3: 3.4| model 4: 21.7| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -8.25
+                                                           dm:    0.05
+                                                           dx:    0.05
 Iteration 36
 	model frequencies (percent)
-	model 1: 18.7| model 2: 12.3| model 3: 3.0| model 4: 22.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   -0.38
-                                                           dm:    0.12
-                                                           dx:    0.13
+	model 1: 18.6| model 2: 12.3| model 3: 3.4| model 4: 21.7| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   11.22
+                                                           dm:    0.01
+                                                           dx:    0.18
 Iteration 37
 	model frequencies (percent)
-	model 1: 18.9| model 2: 12.3| model 3: 2.9| model 4: 22.0| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   -8.61
-                                                           dm:    0.09
-                                                           dx:    0.07
+	model 1: 18.7| model 2: 12.0| model 3: 3.6| model 4: 21.8| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -6.61
+                                                           dm:    0.13
+                                                           dx:    0.18
 Iteration 38
 	model frequencies (percent)
-	model 1: 19.1| model 2: 12.3| model 3: 1.9| model 4: 22.7| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    2.80
-                                                           dm:    0.78
-                                                           dx:    0.24
+	model 1: 19.1| model 2: 12.0| model 3: 3.4| model 4: 21.6| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    0.70
+                                                           dm:    0.21
+                                                           dx:    0.05
 Iteration 39
 	model frequencies (percent)
-	model 1: 19.3| model 2: 12.3| model 3: 2.0| model 4: 22.4| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    9.88
+	model 1: 18.9| model 2: 11.9| model 3: 3.3| model 4: 21.9| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -1.17
                                                            dm:    0.32
-                                                           dx:    0.47
+                                                           dx:    0.08
 Iteration 40
 	model frequencies (percent)
-	model 1: 19.1| model 2: 12.0| model 3: 2.2| model 4: 22.8| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    0.58
-                                                           dm:    0.34
-                                                           dx:    0.36
+	model 1: 19.1| model 2: 11.9| model 3: 3.7| model 4: 21.3| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    3.08
+                                                           dm:    0.60
+                                                           dx:    0.06
 Iteration 41
 	model frequencies (percent)
-	model 1: 19.2| model 2: 12.2| model 3: 2.7| model 4: 21.9| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    2.51
-                                                           dm:    0.83
-                                                           dx:    0.16
+	model 1: 18.7| model 2: 11.9| model 3: 3.4| model 4: 22.0| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    3.16
+                                                           dm:    0.65
+                                                           dx:    0.03
 Iteration 42
 	model frequencies (percent)
-	model 1: 19.1| model 2: 12.3| model 3: 3.1| model 4: 21.5| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    3.93
-                                                           dm:    0.43
-                                                           dx:    0.22
+	model 1: 18.8| model 2: 12.2| model 3: 3.2| model 4: 21.7| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   10.42
+                                                           dm:    0.20
+                                                           dx:    0.08
 Iteration 43
 	model frequencies (percent)
-	model 1: 18.8| model 2: 12.1| model 3: 3.3| model 4: 21.9| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   -5.05
-                                                           dm:    0.44
-                                                           dx:    0.08
+	model 1: 18.6| model 2: 12.0| model 3: 4.0| model 4: 21.5| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:  -14.83
+                                                           dm:    0.24
+                                                           dx:    0.07
 Iteration 44
 	model frequencies (percent)
-	model 1: 18.9| model 2: 12.3| model 3: 3.3| model 4: 21.5| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   -3.82
-                                                           dm:    0.43
-                                                           dx:    0.22
+	model 1: 18.8| model 2: 12.3| model 3: 3.6| model 4: 21.3| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -4.63
+                                                           dm:    0.17
+                                                           dx:    0.08
 Iteration 45
 	model frequencies (percent)
-	model 1: 19.0| model 2: 12.0| model 3: 2.9| model 4: 22.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   25.59
-                                                           dm:    0.61
-                                                           dx:    0.18
+	model 1: 18.9| model 2: 12.0| model 3: 3.2| model 4: 22.0| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   10.60
+                                                           dm:    0.64
+                                                           dx:    0.08
 Iteration 46
 	model frequencies (percent)
-	model 1: 18.8| model 2: 11.9| model 3: 4.7| model 4: 20.5| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -11.13
-                                                           dm:    1.62
-                                                           dx:    0.10
+	model 1: 18.6| model 2: 11.9| model 3: 3.6| model 4: 21.9| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:  -27.99
+                                                           dm:    0.11
+                                                           dx:    0.04
 Iteration 47
 	model frequencies (percent)
-	model 1: 18.7| model 2: 12.0| model 3: 3.7| model 4: 21.6| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
-                                                           dL:    5.46
-                                                           dm:    1.08
-                                                           dx:    0.07
+	model 1: 18.9| model 2: 12.3| model 3: 2.4| model 4: 22.4| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -7.46
+                                                           dm:    0.53
+                                                           dx:    0.31
 Iteration 48
 	model frequencies (percent)
-	model 1: 18.7| model 2: 12.0| model 3: 4.0| model 4: 21.3| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -25.22
-                                                           dm:    0.27
-                                                           dx:    0.18
+	model 1: 19.3| model 2: 12.3| model 3: 1.6| model 4: 22.9| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   32.89
+                                                           dm:    0.46
+                                                           dx:    0.51
 Iteration 49
 	model frequencies (percent)
-	model 1: 18.7| model 2: 12.3| model 3: 3.5| model 4: 21.5| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   10.58
-                                                           dm:    0.23
-                                                           dx:    0.05
+	model 1: 19.1| model 2: 11.7| model 3: 3.4| model 4: 21.9| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -9.13
+                                                           dm:    0.95
+                                                           dx:    0.64
 Iteration 50
 	model frequencies (percent)
-	model 1: 19.0| model 2: 12.4| model 3: 2.6| model 4: 22.1| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:   30.27
-                                                           dm:    0.58
-                                                           dx:    0.31
+	model 1: 19.0| model 2: 12.2| model 3: 2.9| model 4: 21.9| model 5: 16.7| model 6: 14.3| model 7: 13.0| 
+                                                           dL:   -5.62
+                                                           dm:    0.00
+                                                           dx:    0.12
 Iteration 51
 	model frequencies (percent)
-	model 1: 18.6| model 2: 12.0| model 3: 3.8| model 4: 21.7| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
-                                                           dL:  -17.93
-                                                           dm:    0.43
-                                                           dx:    0.27
+	model 1: 18.9| model 2: 12.3| model 3: 2.8| model 4: 22.0| model 5: 16.6| model 6: 14.3| model 7: 13.0| 
+                                                           dL:    8.63
+                                                           dm:    0.10
+                                                           dx:    0.08

hbi_output/1236/300_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:58:34
+Hierarchical Bayesian Inference                    2026-05-22 14:02:52
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 59.2| model 2: 14.4| model 3: 4.2| model 4: 16.8| model 5: 3.9| model 6: 0.7| model 7: 0.7| 
-                                                           dL:  450.62
-                                                           dm:   40.82
-                                                           dx:   10.03
+	model 1: 52.8| model 2: 11.6| model 3: 1.3| model 4: 23.0| model 5: 7.6| model 6: 2.0| model 7: 1.7| 
+                                                           dL:  319.62
+                                                           dm:   47.18
+                                                           dx:    5.94
 Iteration 03
 	model frequencies (percent)
-	model 1: 59.4| model 2: 13.4| model 3: 2.6| model 4: 16.5| model 5: 5.4| model 6: 1.4| model 7: 1.3| 
-                                                           dL:   45.50
-                                                           dm:    0.23
-                                                           dx:    0.84
+	model 1: 57.6| model 2: 12.1| model 3: 0.8| model 4: 18.8| model 5: 7.0| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   23.50
+                                                           dm:    4.74
+                                                           dx:    0.42
 Iteration 04
 	model frequencies (percent)
-	model 1: 59.0| model 2: 12.8| model 3: 2.0| model 4: 16.6| model 5: 6.2| model 6: 1.8| model 7: 1.5| 
-                                                           dL:   70.81
-                                                           dm:    0.37
-                                                           dx:    0.50
+	model 1: 58.9| model 2: 12.3| model 3: 0.9| model 4: 17.3| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    9.73
+                                                           dm:    1.34
+                                                           dx:    0.29
 Iteration 05
 	model frequencies (percent)
-	model 1: 58.8| model 2: 12.5| model 3: 2.6| model 4: 16.1| model 5: 6.5| model 6: 1.9| model 7: 1.6| 
-                                                           dL:  -16.16
-                                                           dm:    0.27
-                                                           dx:    0.37
+	model 1: 59.5| model 2: 12.3| model 3: 0.8| model 4: 16.9| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    6.45
+                                                           dm:    0.61
+                                                           dx:    0.24
 Iteration 06
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.3| model 3: 1.9| model 4: 15.9| model 5: 6.7| model 6: 2.0| model 7: 1.6| 
-                                                           dL:   -8.56
-                                                           dm:    0.81
-                                                           dx:    0.26
+	model 1: 59.6| model 2: 12.3| model 3: 1.1| model 4: 16.6| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -1.13
+                                                           dm:    0.07
+                                                           dx:    0.24
 Iteration 07
 	model frequencies (percent)
-	model 1: 59.8| model 2: 12.3| model 3: 1.9| model 4: 15.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -9.57
-                                                           dm:    0.27
-                                                           dx:    0.30
+	model 1: 59.7| model 2: 12.2| model 3: 1.1| model 4: 16.6| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -3.75
+                                                           dm:    0.07
+                                                           dx:    0.20
 Iteration 08
 	model frequencies (percent)
-	model 1: 60.0| model 2: 12.3| model 3: 1.6| model 4: 15.7| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    5.70
-                                                           dm:    0.12
-                                                           dx:    0.15
+	model 1: 59.9| model 2: 12.2| model 3: 0.7| model 4: 16.7| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    7.79
+                                                           dm:    0.22
+                                                           dx:    0.38
 Iteration 09
 	model frequencies (percent)
-	model 1: 59.9| model 2: 12.3| model 3: 1.3| model 4: 16.0| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:  -14.27
-                                                           dm:    0.04
-                                                           dx:    0.11
+	model 1: 59.8| model 2: 12.2| model 3: 1.0| model 4: 16.6| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    6.68
+                                                           dm:    0.08
+                                                           dx:    0.31
 Iteration 10
 	model frequencies (percent)
-	model 1: 59.9| model 2: 12.3| model 3: 1.4| model 4: 15.9| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -5.99
-                                                           dm:    0.01
-                                                           dx:    0.12
+	model 1: 59.5| model 2: 12.1| model 3: 1.5| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -0.53
+                                                           dm:    0.29
+                                                           dx:    0.29
 Iteration 11
 	model frequencies (percent)
-	model 1: 60.0| model 2: 12.3| model 3: 1.2| model 4: 16.1| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    9.74
-                                                           dm:    0.05
-                                                           dx:    0.22
+	model 1: 59.3| model 2: 12.1| model 3: 1.9| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -5.86
+                                                           dm:    0.21
+                                                           dx:    0.20
 Iteration 12
 	model frequencies (percent)
-	model 1: 59.9| model 2: 12.2| model 3: 1.0| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    0.42
-                                                           dm:    0.06
-                                                           dx:    0.21
+	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -1.69
+                                                           dm:    0.05
+                                                           dx:    0.18
 Iteration 13
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.2| model 3: 1.2| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    4.57
-                                                           dm:    0.33
-                                                           dx:    0.46
+	model 1: 59.4| model 2: 12.2| model 3: 1.6| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    3.02
+                                                           dm:    0.05
+                                                           dx:    0.18
 Iteration 14
 	model frequencies (percent)
-	model 1: 59.5| model 2: 12.1| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -3.80
-                                                           dm:    0.12
-                                                           dx:    0.34
+	model 1: 59.4| model 2: 12.2| model 3: 1.6| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -6.76
+                                                           dm:    0.01
+                                                           dx:    0.21
 Iteration 15
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.1| model 3: 1.3| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    4.56
-                                                           dm:    0.18
-                                                           dx:    0.17
+	model 1: 59.4| model 2: 12.2| model 3: 1.6| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -1.04
+                                                           dm:    0.02
+                                                           dx:    0.21
 Iteration 16
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.1| model 3: 1.4| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    2.54
-                                                           dm:    0.04
-                                                           dx:    0.15
+	model 1: 59.5| model 2: 12.2| model 3: 1.5| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    0.58
+                                                           dm:    0.07
+                                                           dx:    0.24
 Iteration 17
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.1| model 3: 1.3| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    1.80
-                                                           dm:    0.04
-                                                           dx:    0.13
+	model 1: 59.8| model 2: 12.1| model 3: 1.1| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   16.62
+                                                           dm:    0.24
+                                                           dx:    0.27
 Iteration 18
 	model frequencies (percent)
-	model 1: 59.8| model 2: 12.1| model 3: 1.0| model 4: 16.6| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -3.66
-                                                           dm:    0.11
-                                                           dx:    0.49
+	model 1: 59.4| model 2: 12.1| model 3: 1.7| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:  -13.96
+                                                           dm:    0.33
+                                                           dx:    0.36
 Iteration 19
 	model frequencies (percent)
-	model 1: 59.7| model 2: 12.1| model 3: 1.2| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -3.34
-                                                           dm:    0.10
-                                                           dx:    0.32
+	model 1: 59.4| model 2: 12.1| model 3: 1.8| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -1.50
+                                                           dm:    0.05
+                                                           dx:    0.23
 Iteration 20
 	model frequencies (percent)
-	model 1: 60.0| model 2: 12.1| model 3: 0.7| model 4: 16.7| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    1.37
-                                                           dm:    0.33
-                                                           dx:    0.17
+	model 1: 59.5| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    7.34
+                                                           dm:    0.08
+                                                           dx:    0.20
 Iteration 21
 	model frequencies (percent)
-	model 1: 60.0| model 2: 12.1| model 3: 0.7| model 4: 16.7| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    5.77
-                                                           dm:    0.06
-                                                           dx:    0.58
+	model 1: 59.5| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    7.06
+                                                           dm:    0.02
+                                                           dx:    0.19
 Iteration 22
 	model frequencies (percent)
-	model 1: 59.9| model 2: 12.0| model 3: 1.0| model 4: 16.6| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    7.47
-                                                           dm:    0.17
-                                                           dx:    0.64
+	model 1: 59.3| model 2: 12.2| model 3: 1.9| model 4: 16.1| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:  -15.57
+                                                           dm:    0.13
+                                                           dx:    0.20
 Iteration 23
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.1| model 3: 1.4| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:  -16.39
-                                                           dm:    0.28
-                                                           dx:    0.30
+	model 1: 59.6| model 2: 12.2| model 3: 1.4| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    4.77
+                                                           dm:    0.25
+                                                           dx:    0.19
 Iteration 24
 	model frequencies (percent)
-	model 1: 59.7| model 2: 12.1| model 3: 1.1| model 4: 16.6| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   18.20
-                                                           dm:    0.15
-                                                           dx:    0.23
+	model 1: 59.8| model 2: 12.2| model 3: 1.0| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    8.11
+                                                           dm:    0.20
+                                                           dx:    0.27
 Iteration 25
 	model frequencies (percent)
-	model 1: 59.5| model 2: 12.1| model 3: 1.6| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -8.06
-                                                           dm:    0.29
-                                                           dx:    0.29
+	model 1: 59.5| model 2: 12.1| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -2.97
+                                                           dm:    0.26
+                                                           dx:    0.33
 Iteration 26
 	model frequencies (percent)
-	model 1: 59.5| model 2: 12.1| model 3: 1.5| model 4: 16.3| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    1.14
-                                                           dm:    0.09
-                                                           dx:    0.21
+	model 1: 59.5| model 2: 12.1| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -0.95
+                                                           dm:    0.07
+                                                           dx:    0.15
 Iteration 27
 	model frequencies (percent)
-	model 1: 59.7| model 2: 12.1| model 3: 1.3| model 4: 16.4| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    4.05
-                                                           dm:    0.12
-                                                           dx:    0.23
+	model 1: 59.5| model 2: 12.2| model 3: 1.6| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:  -10.14
+                                                           dm:    0.05
+                                                           dx:    0.14
 Iteration 28
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.1| model 3: 1.5| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    0.89
-                                                           dm:    0.06
-                                                           dx:    0.28
+	model 1: 59.5| model 2: 12.2| model 3: 1.6| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    1.60
+                                                           dm:    0.02
+                                                           dx:    0.13
 Iteration 29
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.1| model 3: 1.9| model 4: 16.1| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -2.59
-                                                           dm:    0.24
-                                                           dx:    0.25
+	model 1: 59.7| model 2: 12.1| model 3: 1.2| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    9.85
+                                                           dm:    0.22
+                                                           dx:    0.32
 Iteration 30
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    7.60
-                                                           dm:    0.06
-                                                           dx:    0.28
+	model 1: 59.6| model 2: 12.1| model 3: 1.3| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -8.21
+                                                           dm:    0.10
+                                                           dx:    0.22
 Iteration 31
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -6.12
-                                                           dm:    0.03
-                                                           dx:    0.22
+	model 1: 59.7| model 2: 12.1| model 3: 1.3| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    7.51
+                                                           dm:    0.08
+                                                           dx:    0.18
 Iteration 32
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.2| model 3: 1.8| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -1.37
-                                                           dm:    0.06
-                                                           dx:    0.21
+	model 1: 59.6| model 2: 12.1| model 3: 1.3| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -0.56
+                                                           dm:    0.05
+                                                           dx:    0.11
 Iteration 33
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:  -12.12
-                                                           dm:    0.06
-                                                           dx:    0.19
+	model 1: 59.6| model 2: 12.1| model 3: 1.4| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -6.05
+                                                           dm:    0.04
+                                                           dx:    0.07
 Iteration 34
 	model frequencies (percent)
-	model 1: 59.5| model 2: 12.2| model 3: 1.6| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -1.56
-                                                           dm:    0.05
-                                                           dx:    0.19
+	model 1: 59.4| model 2: 12.1| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    8.23
+                                                           dm:    0.17
+                                                           dx:    0.16
 Iteration 35
 	model frequencies (percent)
-	model 1: 59.7| model 2: 12.2| model 3: 1.1| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   17.18
-                                                           dm:    0.24
-                                                           dx:    0.25
+	model 1: 59.4| model 2: 12.1| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:  -12.25
+                                                           dm:    0.02
+                                                           dx:    0.11
 Iteration 36
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.1| model 3: 1.4| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -0.81
-                                                           dm:    0.14
-                                                           dx:    0.25
+	model 1: 59.5| model 2: 12.1| model 3: 1.6| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -1.60
+                                                           dm:    0.01
+                                                           dx:    0.05
 Iteration 37
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.1| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -3.88
-                                                           dm:    0.19
-                                                           dx:    0.21
+	model 1: 59.5| model 2: 12.1| model 3: 1.6| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    1.92
+                                                           dm:    0.03
+                                                           dx:    0.09
 Iteration 38
 	model frequencies (percent)
-	model 1: 59.5| model 2: 12.1| model 3: 1.6| model 4: 16.3| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    2.33
-                                                           dm:    0.09
-                                                           dx:    0.12
+	model 1: 59.6| model 2: 12.2| model 3: 1.4| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -2.92
+                                                           dm:    0.10
+                                                           dx:    0.13
 Iteration 39
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.1| model 3: 1.4| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:  -14.34
-                                                           dm:    0.07
-                                                           dx:    0.14
+	model 1: 59.8| model 2: 12.1| model 3: 1.0| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    7.17
+                                                           dm:    0.21
+                                                           dx:    0.06
 Iteration 40
 	model frequencies (percent)
 	model 1: 59.6| model 2: 12.1| model 3: 1.3| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   16.31
-                                                           dm:    0.08
-                                                           dx:    0.11
+                                                           dL:    4.29
+                                                           dm:    0.16
+                                                           dx:    0.09
 Iteration 41
 	model frequencies (percent)
 	model 1: 59.6| model 2: 12.1| model 3: 1.3| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:  -10.32
-                                                           dm:    0.04
-                                                           dx:    0.12
+                                                           dL:    4.06
+                                                           dm:    0.02
+                                                           dx:    0.10
 Iteration 42
 	model frequencies (percent)
-	model 1: 59.6| model 2: 12.1| model 3: 1.3| model 4: 16.4| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    4.15
-                                                           dm:    0.03
-                                                           dx:    0.12
+	model 1: 59.6| model 2: 12.1| model 3: 1.5| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -2.94
+                                                           dm:    0.09
+                                                           dx:    0.02
 Iteration 43
 	model frequencies (percent)
-	model 1: 59.7| model 2: 12.1| model 3: 1.2| model 4: 16.5| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    6.17
-                                                           dm:    0.08
-                                                           dx:    0.13
+	model 1: 59.5| model 2: 12.1| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -7.76
+                                                           dm:    0.09
+                                                           dx:    0.08
 Iteration 44
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.1| model 3: 1.7| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -7.40
-                                                           dm:    0.27
-                                                           dx:    0.07
+	model 1: 59.5| model 2: 12.1| model 3: 1.5| model 4: 16.3| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    8.71
+                                                           dm:    0.07
+                                                           dx:    0.10
 Iteration 45
 	model frequencies (percent)
-	model 1: 59.5| model 2: 12.1| model 3: 1.6| model 4: 16.3| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   10.44
-                                                           dm:    0.07
-                                                           dx:    0.06
+	model 1: 59.6| model 2: 12.1| model 3: 1.4| model 4: 16.3| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    5.87
+                                                           dm:    0.05
+                                                           dx:    0.11
 Iteration 46
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-	model 1: 59.3| model 2: 12.1| model 3: 2.0| model 4: 16.1| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:  -10.77
-                                                           dm:    0.22
-                                                           dx:    0.06
+	model 1: 59.3| model 2: 12.1| model 3: 2.0| model 4: 16.1| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:   -9.64
+                                                           dm:    0.30
+                                                           dx:    0.04
 Iteration 47
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    2.61
-                                                           dm:    0.15
+	model 1: 59.5| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    7.96
+                                                           dm:    0.17
                                                            dx:    0.05
 Iteration 48
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -6.87
-                                                           dm:    0.03
-                                                           dx:    0.10
+	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:  -10.70
+                                                           dm:    0.04
+                                                           dx:    0.06
 Iteration 49
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    6.17
-                                                           dm:    0.02
-                                                           dx:    0.08
+	model 1: 59.3| model 2: 12.2| model 3: 1.9| model 4: 16.1| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    2.06
+                                                           dm:    0.10
+                                                           dx:    0.07
 Iteration 50
 	model frequencies (percent)
-	model 1: 59.3| model 2: 12.2| model 3: 2.0| model 4: 16.1| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
-                                                           dL:   -0.87
-                                                           dm:    0.15
-                                                           dx:    0.06
+	model 1: 59.5| model 2: 12.2| model 3: 1.6| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
+                                                           dL:    8.33
+                                                           dm:    0.19
+                                                           dx:    0.04
 Iteration 51
 	model frequencies (percent)
-	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.9| model 6: 2.0| model 7: 1.7| 
-                                                           dL:    4.21
-                                                           dm:    0.15
-                                                           dx:    0.01
+	model 1: 59.4| model 2: 12.2| model 3: 1.7| model 4: 16.2| model 5: 6.8| model 6: 2.0| model 7: 1.7| 
+                                                           dL:  -10.83
+                                                           dm:    0.07
+                                                           dx:    0.09

hbi_output/1237/150_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:52:27
+Hierarchical Bayesian Inference                    2026-05-22 14:20:36
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,170 +17,134 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 31.0| model 2: 18.9| model 3: 15.0| model 4: 24.3| model 5: 5.8| model 6: 2.9| model 7: 2.1| 
-                                                           dL:  177.39
-                                                           dm:   69.04
-                                                           dx:   10.42
+	model 1: 15.2| model 2: 15.2| model 3: 5.4| model 4: 23.4| model 5: 12.9| model 6: 14.7| model 7: 13.3| 
+                                                           dL:  105.46
+                                                           dm:   76.59
+                                                           dx:    7.53
 Iteration 03
 	model frequencies (percent)
-	model 1: 27.0| model 2: 16.9| model 3: 10.7| model 4: 24.1| model 5: 9.7| model 6: 7.3| model 7: 4.3| 
-                                                           dL:   71.41
-                                                           dm:    3.98
-                                                           dx:    0.63
+	model 1: 11.4| model 2: 15.0| model 3: 3.3| model 4: 25.5| model 5: 13.1| model 6: 16.4| model 7: 15.3| 
+                                                           dL:   21.26
+                                                           dm:    2.13
+                                                           dx:    1.14
 Iteration 04
 	model frequencies (percent)
-	model 1: 19.3| model 2: 15.7| model 3: 7.5| model 4: 25.6| model 5: 11.5| model 6: 12.5| model 7: 7.9| 
-                                                           dL:   18.01
-                                                           dm:    1.54
-                                                           dx:    0.41
+	model 1: 10.8| model 2: 15.0| model 3: 1.3| model 4: 26.9| model 5: 13.3| model 6: 16.8| model 7: 15.9| 
+                                                           dL:   20.60
+                                                           dm:    1.37
+                                                           dx:    0.43
 Iteration 05
 	model frequencies (percent)
-	model 1: 14.7| model 2: 15.3| model 3: 3.0| model 4: 27.3| model 5: 12.6| model 6: 15.3| model 7: 11.8| 
-                                                           dL:   21.74
-                                                           dm:    1.66
-                                                           dx:    0.36
+	model 1: 11.1| model 2: 14.9| model 3: 0.9| model 4: 26.6| model 5: 13.4| model 6: 17.1| model 7: 16.0| 
+                                                           dL:    2.64
+                                                           dm:    0.29
+                                                           dx:    0.51
 Iteration 06
 	model frequencies (percent)
-	model 1: 12.0| model 2: 15.1| model 3: 1.8| model 4: 27.0| model 5: 13.0| model 6: 16.4| model 7: 14.6| 
-                                                           dL:   18.33
-                                                           dm:    0.35
-                                                           dx:    0.36
+	model 1: 11.4| model 2: 14.9| model 3: 0.8| model 4: 26.3| model 5: 13.4| model 6: 17.2| model 7: 16.0| 
+                                                           dL:    0.97
+                                                           dm:    0.34
+                                                           dx:    0.39
 Iteration 07
 	model frequencies (percent)
-	model 1: 10.8| model 2: 15.1| model 3: 1.6| model 4: 26.5| model 5: 13.3| model 6: 16.9| model 7: 15.7| 
-                                                           dL:   10.68
-                                                           dm:    0.43
-                                                           dx:    0.36
+	model 1: 11.7| model 2: 14.9| model 3: 0.8| model 4: 26.0| model 5: 13.5| model 6: 17.2| model 7: 16.0| 
+                                                           dL:    0.68
+                                                           dm:    0.27
+                                                           dx:    0.47
 Iteration 08
 	model frequencies (percent)
-	model 1: 11.2| model 2: 15.0| model 3: 1.6| model 4: 25.8| model 5: 13.4| model 6: 17.1| model 7: 16.0| 
-                                                           dL:    3.97
-                                                           dm:    0.73
-                                                           dx:    0.25
+	model 1: 11.9| model 2: 14.8| model 3: 0.8| model 4: 25.8| model 5: 13.5| model 6: 17.2| model 7: 16.0| 
+                                                           dL:    0.24
+                                                           dm:    0.20
+                                                           dx:    0.58
 Iteration 09
 	model frequencies (percent)
-	model 1: 11.7| model 2: 15.0| model 3: 1.6| model 4: 25.3| model 5: 13.4| model 6: 17.0| model 7: 16.0| 
-                                                           dL:   -3.58
-                                                           dm:    0.51
-                                                           dx:    0.24
+	model 1: 12.0| model 2: 14.8| model 3: 0.7| model 4: 25.7| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
+                                                           dL:    0.57
+                                                           dm:    0.15
+                                                           dx:    0.62
 Iteration 10
 	model frequencies (percent)
-	model 1: 12.0| model 2: 14.9| model 3: 0.7| model 4: 25.7| model 5: 13.5| model 6: 17.3| model 7: 16.0| 
-                                                           dL:    2.41
-                                                           dm:    0.38
-                                                           dx:    0.70
+	model 1: 12.2| model 2: 14.8| model 3: 0.6| model 4: 25.6| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
+                                                           dL:    0.45
+                                                           dm:    0.11
+                                                           dx:    0.86
 Iteration 11
 	model frequencies (percent)
-	model 1: 12.1| model 2: 14.9| model 3: 0.8| model 4: 25.6| model 5: 13.5| model 6: 17.2| model 7: 16.0| 
-                                                           dL:    2.08
-                                                           dm:    0.10
-                                                           dx:    0.44
+	model 1: 12.3| model 2: 14.8| model 3: 0.6| model 4: 25.5| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
+                                                           dL:    0.38
+                                                           dm:    0.08
+                                                           dx:    0.89
 Iteration 12
 	model frequencies (percent)
-	model 1: 12.2| model 2: 14.8| model 3: 1.1| model 4: 25.0| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    1.56
-                                                           dm:    0.59
-                                                           dx:    1.00
+	model 1: 12.4| model 2: 14.7| model 3: 0.6| model 4: 25.4| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
+                                                           dL:    0.30
+                                                           dm:    0.07
+                                                           dx:    0.84
 Iteration 13
 	model frequencies (percent)
-	model 1: 12.4| model 2: 14.8| model 3: 1.3| model 4: 24.7| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.72
-                                                           dm:    0.25
-                                                           dx:    0.51
+	model 1: 12.4| model 2: 14.7| model 3: 0.6| model 4: 25.4| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
+                                                           dL:    0.22
+                                                           dm:    0.05
+                                                           dx:    0.81
 Iteration 14
 	model frequencies (percent)
-	model 1: 12.5| model 2: 14.8| model 3: 1.3| model 4: 24.7| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:   -3.58
-                                                           dm:    0.08
-                                                           dx:    0.54
+	model 1: 12.5| model 2: 14.7| model 3: 0.6| model 4: 25.3| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
+                                                           dL:    0.15
+                                                           dm:    0.04
+                                                           dx:    0.79
 Iteration 15
 	model frequencies (percent)
-	model 1: 12.5| model 2: 14.7| model 3: 0.6| model 4: 25.3| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    1.69
-                                                           dm:    0.61
-                                                           dx:    1.24
+	model 1: 12.6| model 2: 14.7| model 3: 0.6| model 4: 25.3| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
+                                                           dL:    0.09
+                                                           dm:    0.03
+                                                           dx:    0.69
 Iteration 16
 	model frequencies (percent)
-	model 1: 12.6| model 2: 14.7| model 3: 0.6| model 4: 25.3| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.68
+	model 1: 12.6| model 2: 14.6| model 3: 0.6| model 4: 25.3| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
+                                                           dL:    0.06
                                                            dm:    0.03
-                                                           dx:    0.85
+                                                           dx:    0.52
 Iteration 17
 	model frequencies (percent)
-	model 1: 12.6| model 2: 14.6| model 3: 0.6| model 4: 25.3| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.48
+	model 1: 12.7| model 2: 14.6| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
+                                                           dL:    0.05
                                                            dm:    0.02
-                                                           dx:    0.90
+                                                           dx:    0.34
 Iteration 18
 	model frequencies (percent)
 	model 1: 12.7| model 2: 14.6| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.32
+                                                           dL:    0.04
                                                            dm:    0.02
-                                                           dx:    0.89
+                                                           dx:    0.20
 Iteration 19
 	model frequencies (percent)
 	model 1: 12.7| model 2: 14.6| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.20
-                                                           dm:    0.02
-                                                           dx:    0.88
-Iteration 20
-	model frequencies (percent)
-	model 1: 12.7| model 2: 14.6| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.12
-                                                           dm:    0.02
-                                                           dx:    0.84
-Iteration 21
-	model frequencies (percent)
-	model 1: 12.8| model 2: 14.5| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.06
+                                                           dL:    0.03
                                                            dm:    0.01
-                                                           dx:    0.71
-Iteration 22
+                                                           dx:    0.11
+Iteration 20
 	model frequencies (percent)
 	model 1: 12.8| model 2: 14.5| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.04
+                                                           dL:    0.03
                                                            dm:    0.01
-                                                           dx:    0.52
-Iteration 23
+                                                           dx:    0.06
+Iteration 21
 	model frequencies (percent)
 	model 1: 12.8| model 2: 14.5| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
                                                            dL:    0.03
                                                            dm:    0.01
-                                                           dx:    0.32
-Iteration 24
+                                                           dx:    0.03
+Iteration 22
 	model frequencies (percent)
 	model 1: 12.8| model 2: 14.5| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
                                                            dL:    0.02
                                                            dm:    0.01
-                                                           dx:    0.18
-Iteration 25
+                                                           dx:    0.01
+Iteration 23
 	model frequencies (percent)
 	model 1: 12.9| model 2: 14.5| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
                                                            dL:    0.02
                                                            dm:    0.01
-                                                           dx:    0.09
-Iteration 26
-	model frequencies (percent)
-	model 1: 12.9| model 2: 14.5| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.05
-Iteration 27
-	model frequencies (percent)
-	model 1: 12.9| model 2: 14.4| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.01
-                                                           dm:    0.00
-                                                           dx:    0.02
-Iteration 28
-	model frequencies (percent)
-	model 1: 12.9| model 2: 14.4| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.01
-                                                           dm:    0.00
-                                                           dx:    0.01
-Iteration 29
-	model frequencies (percent)
-	model 1: 12.9| model 2: 14.4| model 3: 0.6| model 4: 25.2| model 5: 13.5| model 6: 17.4| model 7: 16.0| 
-                                                           dL:    0.01
-                                                           dm:    0.00
                                                            dx:    0.01
                                                           Converged :]

hbi_output/1237/150_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 18:58:10
+Hierarchical Bayesian Inference                    2026-05-22 14:27:37
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,122 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 57.9| model 2: 16.0| model 3: 8.6| model 4: 13.8| model 5: 1.8| model 6: 0.2| model 7: 1.7| 
-                                                           dL:  177.74
-                                                           dm:   42.12
-                                                           dx:   11.25
+	model 1: 53.3| model 2: 13.7| model 3: 3.4| model 4: 20.5| model 5: 4.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:  164.56
+                                                           dm:   46.67
+                                                           dx:    7.68
 Iteration 03
 	model frequencies (percent)
-	model 1: 62.3| model 2: 15.7| model 3: 2.8| model 4: 13.7| model 5: 2.0| model 6: 0.2| model 7: 3.2| 
-                                                           dL:   40.01
-                                                           dm:    4.40
-                                                           dx:    0.58
+	model 1: 59.2| model 2: 14.8| model 3: 2.3| model 4: 16.1| model 5: 2.9| model 6: 0.7| model 7: 4.0| 
+                                                           dL:   11.45
+                                                           dm:    5.87
+                                                           dx:    0.49
 Iteration 04
 	model frequencies (percent)
-	model 1: 61.6| model 2: 15.4| model 3: 1.7| model 4: 14.7| model 5: 2.2| model 6: 0.5| model 7: 3.9| 
-                                                           dL:   49.60
-                                                           dm:    0.65
-                                                           dx:    0.35
+	model 1: 60.8| model 2: 15.1| model 3: 2.1| model 4: 14.7| model 5: 2.5| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    3.84
+                                                           dm:    1.62
+                                                           dx:    0.28
 Iteration 05
 	model frequencies (percent)
-	model 1: 59.9| model 2: 15.2| model 3: 4.0| model 4: 13.9| model 5: 2.3| model 6: 0.6| model 7: 4.0| 
-                                                           dL:    4.41
-                                                           dm:    1.68
-                                                           dx:    0.40
+	model 1: 61.3| model 2: 15.1| model 3: 2.1| model 4: 14.4| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    1.53
+                                                           dm:    0.47
+                                                           dx:    0.25
 Iteration 06
 	model frequencies (percent)
-	model 1: 60.3| model 2: 15.1| model 3: 3.9| model 4: 13.7| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -1.68
-                                                           dm:    0.34
-                                                           dx:    0.21
+	model 1: 61.4| model 2: 15.0| model 3: 2.1| model 4: 14.4| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:   -1.64
+                                                           dm:    0.12
+                                                           dx:    0.24
 Iteration 07
 	model frequencies (percent)
-	model 1: 60.3| model 2: 15.0| model 3: 4.0| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    3.32
-                                                           dm:    0.03
-                                                           dx:    0.13
+	model 1: 61.4| model 2: 14.9| model 3: 2.0| model 4: 14.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    7.51
+                                                           dm:    0.01
+                                                           dx:    0.40
 Iteration 08
 	model frequencies (percent)
-	model 1: 60.5| model 2: 15.0| model 3: 3.5| model 4: 13.9| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -4.71
-                                                           dm:    0.26
-                                                           dx:    0.13
+	model 1: 61.3| model 2: 14.9| model 3: 2.2| model 4: 14.5| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    2.87
+                                                           dm:    0.10
+                                                           dx:    0.31
 Iteration 09
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.9| model 3: 3.7| model 4: 13.8| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.63
-                                                           dm:    0.04
-                                                           dx:    0.15
+	model 1: 60.7| model 2: 14.8| model 3: 3.4| model 4: 14.0| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:   -2.83
+                                                           dm:    0.65
+                                                           dx:    0.33
 Iteration 10
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.9| model 3: 3.8| model 4: 13.7| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    7.48
-                                                           dm:    0.01
-                                                           dx:    0.14
+	model 1: 61.2| model 2: 14.9| model 3: 2.5| model 4: 14.4| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    3.15
+                                                           dm:    0.53
+                                                           dx:    0.13
 Iteration 11
 	model frequencies (percent)
-	model 1: 60.5| model 2: 14.9| model 3: 3.6| model 4: 14.0| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -1.15
-                                                           dm:    0.06
-                                                           dx:    0.15
+	model 1: 61.1| model 2: 14.8| model 3: 2.9| model 4: 14.2| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:   10.76
+                                                           dm:    0.13
+                                                           dx:    0.30
 Iteration 12
 	model frequencies (percent)
-	model 1: 60.6| model 2: 14.8| model 3: 3.8| model 4: 13.7| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   11.90
-                                                           dm:    0.04
-                                                           dx:    0.14
+	model 1: 60.6| model 2: 14.8| model 3: 3.6| model 4: 13.9| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:   -7.63
+                                                           dm:    0.47
+                                                           dx:    0.07
 Iteration 13
 	model frequencies (percent)
-	model 1: 60.4| model 2: 14.8| model 3: 4.5| model 4: 13.2| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -4.05
-                                                           dm:    0.17
-                                                           dx:    0.24
+	model 1: 60.7| model 2: 14.8| model 3: 3.3| model 4: 14.1| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    4.00
+                                                           dm:    0.08
+                                                           dx:    0.17
 Iteration 14
 	model frequencies (percent)
-	model 1: 60.7| model 2: 14.9| model 3: 4.2| model 4: 13.2| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    3.03
-                                                           dm:    0.26
-                                                           dx:    0.06
-Iteration 15
-	model frequencies (percent)
-	model 1: 60.8| model 2: 14.9| model 3: 3.9| model 4: 13.3| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -1.83
-                                                           dm:    0.12
-                                                           dx:    0.20
-Iteration 16
-	model frequencies (percent)
-	model 1: 60.7| model 2: 14.8| model 3: 4.0| model 4: 13.3| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.71
+	model 1: 60.6| model 2: 14.8| model 3: 3.4| model 4: 14.1| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    6.51
                                                            dm:    0.07
-                                                           dx:    0.15
-Iteration 17
-	model frequencies (percent)
-	model 1: 60.7| model 2: 14.8| model 3: 4.0| model 4: 13.4| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -2.15
-                                                           dm:    0.03
-                                                           dx:    0.07
-Iteration 18
-	model frequencies (percent)
-	model 1: 60.8| model 2: 14.8| model 3: 4.0| model 4: 13.4| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.11
-                                                           dm:    0.01
-                                                           dx:    0.09
-Iteration 19
-	model frequencies (percent)
-	model 1: 60.7| model 2: 14.8| model 3: 4.0| model 4: 13.3| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -6.30
-                                                           dm:    0.02
-                                                           dx:    0.07
-Iteration 20
-	model frequencies (percent)
-	model 1: 60.7| model 2: 14.8| model 3: 3.6| model 4: 13.8| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.44
-                                                           dm:    0.01
-                                                           dx:    0.06
-Iteration 21
-	model frequencies (percent)
-	model 1: 60.6| model 2: 14.8| model 3: 3.9| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -3.87
-                                                           dm:    0.09
                                                            dx:    0.08
-Iteration 22
-	model frequencies (percent)
-	model 1: 60.7| model 2: 14.8| model 3: 4.0| model 4: 13.5| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    5.24
-                                                           dm:    0.04
-                                                           dx:    0.06
-Iteration 23
-	model frequencies (percent)
-	model 1: 60.8| model 2: 14.8| model 3: 3.8| model 4: 13.5| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    5.48
-                                                           dm:    0.09
-                                                           dx:    0.21
-Iteration 24
-	model frequencies (percent)
-	model 1: 60.5| model 2: 14.8| model 3: 4.6| model 4: 13.1| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:  -10.85
-                                                           dm:    0.32
-                                                           dx:    0.22
-Iteration 25
+Iteration 15
 	model frequencies (percent)
-	model 1: 60.8| model 2: 14.8| model 3: 3.5| model 4: 13.8| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    3.85
+	model 1: 60.3| model 2: 14.8| model 3: 4.2| model 4: 13.7| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    1.44
                                                            dm:    0.32
-                                                           dx:    0.06
-Iteration 26
-	model frequencies (percent)
-	model 1: 60.4| model 2: 14.8| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    1.32
-                                                           dm:    0.39
                                                            dx:    0.16
-Iteration 27
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.8| model 3: 4.2| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.34
-                                                           dm:    0.07
-                                                           dx:    0.09
-Iteration 28
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.8| model 3: 4.3| model 4: 13.5| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.73
-                                                           dm:    0.03
-                                                           dx:    0.06
-Iteration 29
+Iteration 16
 	model frequencies (percent)
-	model 1: 60.3| model 2: 14.8| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.52
+	model 1: 60.3| model 2: 14.8| model 3: 4.1| model 4: 13.7| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    0.20
                                                            dm:    0.04
-                                                           dx:    0.10
-Iteration 30
+                                                           dx:    0.03
+Iteration 17
 	model frequencies (percent)
 	model 1: 60.3| model 2: 14.8| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.56
-                                                           dm:    0.01
-                                                           dx:    0.05
-Iteration 31
+                                                           dL:    0.12
+                                                           dm:    0.02
+                                                           dx:    0.02
+Iteration 18
 	model frequencies (percent)
-	model 1: 60.3| model 2: 14.8| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.90
+	model 1: 60.3| model 2: 14.8| model 3: 4.2| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
+                                                           dL:    0.04
                                                            dm:    0.01
-                                                           dx:    0.07
-Iteration 32
-	model frequencies (percent)
-	model 1: 60.1| model 2: 14.8| model 3: 4.5| model 4: 13.5| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -2.68
-                                                           dm:    0.22
-                                                           dx:    0.10
-Iteration 33
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.8| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.38
-                                                           dm:    0.20
-                                                           dx:    0.06
-Iteration 34
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.8| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.43
-                                                           dm:    0.00
-                                                           dx:    0.07
-Iteration 35
+                                                           dx:    0.02
+Iteration 19
 	model frequencies (percent)
 	model 1: 60.3| model 2: 14.8| model 3: 4.2| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.27
+                                                           dL:    0.02
                                                            dm:    0.00
-                                                           dx:    0.07
-Iteration 36
+                                                           dx:    0.01
+Iteration 20
 	model frequencies (percent)
 	model 1: 60.3| model 2: 14.8| model 3: 4.2| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.69
-                                                           dm:    0.02
-                                                           dx:    0.06
-Iteration 37
-	model frequencies (percent)
-	model 1: 60.1| model 2: 14.8| model 3: 4.5| model 4: 13.4| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.73
-                                                           dm:    0.21
-                                                           dx:    0.11
-Iteration 38
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.9| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.09
-                                                           dm:    0.25
-                                                           dx:    0.08
-Iteration 39
-	model frequencies (percent)
-	model 1: 60.2| model 2: 14.8| model 3: 4.4| model 4: 13.5| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    2.01
-                                                           dm:    0.16
-                                                           dx:    0.08
-Iteration 40
-	model frequencies (percent)
-	model 1: 60.1| model 2: 14.9| model 3: 4.6| model 4: 13.4| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.81
-                                                           dm:    0.12
-                                                           dx:    0.05
-Iteration 41
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.9| model 3: 4.2| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.18
-                                                           dm:    0.24
-                                                           dx:    0.10
-Iteration 42
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.8| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.42
-                                                           dm:    0.01
-                                                           dx:    0.07
-Iteration 43
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.8| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    1.06
-                                                           dm:    0.02
-                                                           dx:    0.08
-Iteration 44
-	model frequencies (percent)
-	model 1: 60.1| model 2: 14.8| model 3: 4.5| model 4: 13.4| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.29
-                                                           dm:    0.25
-                                                           dx:    0.10
-Iteration 45
-	model frequencies (percent)
-	model 1: 60.0| model 2: 14.9| model 3: 4.7| model 4: 13.4| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.05
-                                                           dm:    0.08
-                                                           dx:    0.08
-Iteration 46
-	model frequencies (percent)
-	model 1: 60.0| model 2: 14.9| model 3: 4.7| model 4: 13.3| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -1.58
-                                                           dm:    0.03
-                                                           dx:    0.04
-Iteration 47
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.9| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.05
-                                                           dm:    0.31
-                                                           dx:    0.16
-Iteration 48
+                                                           dL:    0.01
+                                                           dm:    0.00
+                                                           dx:    0.01
+Iteration 21
 	model frequencies (percent)
 	model 1: 60.3| model 2: 14.8| model 3: 4.2| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.23
-                                                           dm:    0.01
-                                                           dx:    0.03
-Iteration 49
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.8| model 3: 4.1| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:    0.53
-                                                           dm:    0.03
-                                                           dx:    0.05
-Iteration 50
-	model frequencies (percent)
-	model 1: 60.1| model 2: 14.8| model 3: 4.5| model 4: 13.5| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.56
-                                                           dm:    0.22
-                                                           dx:    0.12
-Iteration 51
-	model frequencies (percent)
-	model 1: 60.3| model 2: 14.9| model 3: 4.2| model 4: 13.6| model 5: 2.4| model 6: 0.7| model 7: 4.0| 
-                                                           dL:   -0.27
-                                                           dm:    0.19
-                                                           dx:    0.10
+                                                           dL:    0.95
+                                                           dm:    0.00
+                                                           dx:    0.01
+                                                          Converged :]

hbi_output/1237/150_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:04:19
+Hierarchical Bayesian Inference                    2026-05-22 14:33:37
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 30.3| model 2: 19.1| model 3: 12.4| model 4: 24.7| model 5: 7.3| model 6: 3.2| model 7: 3.0| 
-                                                           dL:  156.74
-                                                           dm:   69.68
-                                                           dx:   11.06
+	model 1: 20.1| model 2: 15.3| model 3: 5.3| model 4: 24.8| model 5: 13.9| model 6: 9.6| model 7: 11.0| 
+                                                           dL:  119.76
+                                                           dm:   75.17
+                                                           dx:    8.31
 Iteration 03
 	model frequencies (percent)
-	model 1: 24.4| model 2: 16.9| model 3: 5.4| model 4: 26.0| model 5: 11.5| model 6: 8.0| model 7: 7.8| 
-                                                           dL:   63.01
-                                                           dm:    1.37
-                                                           dx:    0.63
+	model 1: 18.9| model 2: 14.9| model 3: 5.4| model 4: 24.6| model 5: 14.3| model 6: 10.0| model 7: 11.9| 
+                                                           dL:   23.90
+                                                           dm:    0.25
+                                                           dx:    0.87
 Iteration 04
 	model frequencies (percent)
-	model 1: 20.9| model 2: 15.5| model 3: 1.3| model 4: 28.1| model 5: 13.3| model 6: 9.8| model 7: 11.0| 
-                                                           dL:   41.71
-                                                           dm:    2.06
-                                                           dx:    0.55
+	model 1: 18.2| model 2: 14.6| model 3: 5.4| model 4: 25.3| model 5: 14.5| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -3.79
+                                                           dm:    0.74
+                                                           dx:    0.23
 Iteration 05
 	model frequencies (percent)
-	model 1: 19.9| model 2: 14.7| model 3: 0.7| model 4: 28.6| model 5: 14.1| model 6: 10.0| model 7: 11.9| 
-                                                           dL:   40.27
-                                                           dm:    0.49
-                                                           dx:    0.92
+	model 1: 18.1| model 2: 14.4| model 3: 4.9| model 4: 26.1| model 5: 14.6| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    9.82
+                                                           dm:    0.77
+                                                           dx:    0.15
 Iteration 06
 	model frequencies (percent)
-	model 1: 18.4| model 2: 14.3| model 3: 4.2| model 4: 26.7| model 5: 14.5| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   25.19
-                                                           dm:    1.87
-                                                           dx:    0.26
+	model 1: 17.9| model 2: 14.2| model 3: 4.6| model 4: 26.7| model 5: 14.6| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.30
+                                                           dm:    0.56
+                                                           dx:    0.15
 Iteration 07
 	model frequencies (percent)
-	model 1: 17.8| model 2: 14.1| model 3: 3.8| model 4: 27.6| model 5: 14.6| model 6: 10.0| model 7: 12.0| 
-                                                           dL:  -19.42
-                                                           dm:    0.92
+	model 1: 17.8| model 2: 14.1| model 3: 3.8| model 4: 27.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.26
+                                                           dm:    1.00
                                                            dx:    0.14
 Iteration 08
 	model frequencies (percent)
-	model 1: 17.6| model 2: 14.1| model 3: 3.4| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -4.05
-                                                           dm:    0.61
-                                                           dx:    0.10
+	model 1: 17.7| model 2: 14.0| model 3: 3.8| model 4: 27.8| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:  -10.22
+                                                           dm:    0.11
+                                                           dx:    0.16
 Iteration 09
 	model frequencies (percent)
-	model 1: 17.6| model 2: 14.0| model 3: 3.1| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    0.05
-                                                           dm:    0.34
-                                                           dx:    0.10
+	model 1: 17.8| model 2: 14.0| model 3: 3.4| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -4.47
+                                                           dm:    0.39
+                                                           dx:    0.09
 Iteration 10
 	model frequencies (percent)
-	model 1: 17.6| model 2: 13.9| model 3: 3.2| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   16.81
-                                                           dm:    0.12
-                                                           dx:    0.19
+	model 1: 17.7| model 2: 13.9| model 3: 3.6| model 4: 28.1| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -2.93
+                                                           dm:    0.08
+                                                           dx:    0.12
 Iteration 11
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 2.6| model 4: 29.1| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   11.51
-                                                           dm:    0.61
-                                                           dx:    0.34
+	model 1: 17.7| model 2: 13.9| model 3: 3.8| model 4: 27.9| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -0.93
+                                                           dm:    0.20
+                                                           dx:    0.16
 Iteration 12
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.0| model 4: 28.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -4.85
-                                                           dm:    0.41
+	model 1: 17.7| model 2: 13.9| model 3: 3.7| model 4: 27.9| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    4.19
+                                                           dm:    0.07
                                                            dx:    0.15
 Iteration 13
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.4| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    9.34
-                                                           dm:    0.42
-                                                           dx:    0.22
+	model 1: 17.7| model 2: 13.9| model 3: 3.5| model 4: 28.1| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.37
+                                                           dm:    0.16
+                                                           dx:    0.18
 Iteration 14
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    0.22
-                                                           dm:    0.08
-                                                           dx:    0.20
+	model 1: 17.7| model 2: 13.9| model 3: 3.4| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -0.82
+                                                           dm:    0.13
+                                                           dx:    0.12
 Iteration 15
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.4| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    0.17
+	model 1: 17.7| model 2: 13.9| model 3: 3.5| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    7.59
                                                            dm:    0.03
-                                                           dx:    0.21
+                                                           dx:    0.09
 Iteration 16
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    0.15
-                                                           dm:    0.02
-                                                           dx:    0.18
+	model 1: 17.9| model 2: 13.9| model 3: 3.8| model 4: 27.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -4.04
+                                                           dm:    0.52
+                                                           dx:    0.13
 Iteration 17
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    1.07
-                                                           dm:    0.01
-                                                           dx:    0.19
+	model 1: 17.8| model 2: 14.0| model 3: 3.5| model 4: 28.1| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   16.78
+                                                           dm:    0.37
+                                                           dx:    0.20
 Iteration 18
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.6| model 4: 28.0| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -1.93
-                                                           dm:    0.35
-                                                           dx:    0.50
+	model 1: 17.7| model 2: 13.9| model 3: 3.6| model 4: 28.0| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.74
+                                                           dm:    0.02
+                                                           dx:    0.26
 Iteration 19
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.4| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:  -12.76
-                                                           dm:    0.19
-                                                           dx:    0.12
+	model 1: 17.8| model 2: 13.9| model 3: 3.6| model 4: 28.0| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -0.54
+                                                           dm:    0.03
+                                                           dx:    0.38
 Iteration 20
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.4| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   15.19
-                                                           dm:    0.09
+	model 1: 17.8| model 2: 13.9| model 3: 3.4| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    1.94
+                                                           dm:    0.19
                                                            dx:    0.29
 Iteration 21
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.4| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -0.46
-                                                           dm:    0.10
-                                                           dx:    0.22
+	model 1: 17.7| model 2: 13.9| model 3: 3.6| model 4: 28.0| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -2.14
+                                                           dm:    0.21
+                                                           dx:    0.33
 Iteration 22
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.6| model 4: 28.0| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -9.25
-                                                           dm:    0.13
-                                                           dx:    0.50
+	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -6.91
+                                                           dm:    0.34
+                                                           dx:    0.30
 Iteration 23
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.4| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    4.06
-                                                           dm:    0.21
-                                                           dx:    0.58
+	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.4| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    7.02
+                                                           dm:    0.03
+                                                           dx:    0.20
 Iteration 24
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.6| model 4: 28.1| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -0.85
-                                                           dm:    0.20
-                                                           dx:    0.27
+	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.15
+                                                           dm:    0.01
+                                                           dx:    0.20
 Iteration 25
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.6| model 4: 28.0| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    5.42
-                                                           dm:    0.04
-                                                           dx:    0.19
+	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -4.68
+                                                           dm:    0.01
+                                                           dx:    0.17
 Iteration 26
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.3| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:  -12.28
-                                                           dm:    0.24
-                                                           dx:    0.33
+	model 1: 17.8| model 2: 13.9| model 3: 3.4| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -0.04
+                                                           dm:    0.08
+                                                           dx:    0.57
 Iteration 27
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.4| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    3.59
+	model 1: 17.7| model 2: 13.9| model 3: 3.3| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -1.57
                                                            dm:    0.09
-                                                           dx:    0.24
+                                                           dx:    0.32
 Iteration 28
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.5| model 4: 28.1| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    1.84
-                                                           dm:    0.22
-                                                           dx:    0.24
+	model 1: 17.8| model 2: 13.9| model 3: 3.1| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -1.01
+                                                           dm:    0.18
+                                                           dx:    0.37
 Iteration 29
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.9| model 4: 27.8| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   12.67
-                                                           dm:    0.35
-                                                           dx:    0.28
+	model 1: 17.8| model 2: 13.9| model 3: 3.0| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -3.33
+                                                           dm:    0.12
+                                                           dx:    0.38
 Iteration 30
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 4.4| model 4: 27.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -3.26
-                                                           dm:    0.50
-                                                           dx:    0.41
+	model 1: 17.8| model 2: 13.9| model 3: 2.9| model 4: 28.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.71
+                                                           dm:    0.07
+                                                           dx:    0.24
 Iteration 31
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.7| model 4: 27.8| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -1.06
-                                                           dm:    0.56
-                                                           dx:    0.18
+	model 1: 17.8| model 2: 13.9| model 3: 2.8| model 4: 28.8| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.72
+                                                           dm:    0.13
+                                                           dx:    0.08
 Iteration 32
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.5| model 4: 28.1| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -1.88
-                                                           dm:    0.28
-                                                           dx:    0.18
+	model 1: 17.7| model 2: 13.9| model 3: 3.4| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -0.66
+                                                           dm:    0.51
+                                                           dx:    0.60
 Iteration 33
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.0| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    0.70
-                                                           dm:    0.42
-                                                           dx:    0.17
+	model 1: 17.7| model 2: 13.9| model 3: 3.0| model 4: 28.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    7.12
+                                                           dm:    0.34
+                                                           dx:    0.16
 Iteration 34
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.4| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:  -11.99
-                                                           dm:    0.14
-                                                           dx:    0.26
+	model 1: 17.7| model 2: 13.9| model 3: 3.1| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    2.82
+                                                           dm:    0.10
+                                                           dx:    0.14
 Iteration 35
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 2.9| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   12.07
-                                                           dm:    0.23
-                                                           dx:    0.20
+	model 1: 17.7| model 2: 13.9| model 3: 3.1| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -7.62
+                                                           dm:    0.03
+                                                           dx:    0.17
 Iteration 36
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.1| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -0.98
-                                                           dm:    0.11
-                                                           dx:    0.16
+	model 1: 17.8| model 2: 13.9| model 3: 3.0| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    7.00
+                                                           dm:    0.05
+                                                           dx:    0.27
 Iteration 37
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 2.9| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    0.84
-                                                           dm:    0.12
-                                                           dx:    0.12
+	model 1: 17.8| model 2: 13.9| model 3: 2.9| model 4: 28.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.18
+                                                           dm:    0.16
+                                                           dx:    0.14
 Iteration 38
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.4| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:  -10.39
-                                                           dm:    0.22
-                                                           dx:    0.21
+	model 1: 17.8| model 2: 13.9| model 3: 3.0| model 4: 28.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -5.86
+                                                           dm:    0.08
+                                                           dx:    0.13
 Iteration 39
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 2.9| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    4.20
-                                                           dm:    0.22
-                                                           dx:    0.25
+	model 1: 17.7| model 2: 13.9| model 3: 3.0| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.56
+                                                           dm:    0.04
+                                                           dx:    0.26
 Iteration 40
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.3| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    7.34
-                                                           dm:    0.37
-                                                           dx:    0.26
+	model 1: 17.7| model 2: 13.9| model 3: 3.3| model 4: 28.4| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -3.99
+                                                           dm:    0.23
+                                                           dx:    0.62
 Iteration 41
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.5| model 4: 28.1| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -7.29
-                                                           dm:    0.22
-                                                           dx:    0.50
+	model 1: 17.7| model 2: 13.9| model 3: 3.2| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    7.01
+                                                           dm:    0.08
+                                                           dx:    0.25
 Iteration 42
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.6| model 4: 28.0| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    8.77
-                                                           dm:    0.02
-                                                           dx:    0.53
+	model 1: 17.8| model 2: 13.9| model 3: 3.1| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    2.10
+                                                           dm:    0.07
+                                                           dx:    0.11
 Iteration 43
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.6| model 4: 28.0| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -1.19
-                                                           dm:    0.03
-                                                           dx:    0.16
+	model 1: 17.7| model 2: 13.9| model 3: 3.5| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -4.21
+                                                           dm:    0.35
+                                                           dx:    0.57
 Iteration 44
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.5| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -0.99
-                                                           dm:    0.15
-                                                           dx:    0.16
+	model 1: 17.7| model 2: 13.9| model 3: 3.1| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -2.93
+                                                           dm:    0.32
+                                                           dx:    0.15
 Iteration 45
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.2| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -1.20
-                                                           dm:    0.17
-                                                           dx:    0.25
+	model 1: 17.7| model 2: 13.9| model 3: 3.2| model 4: 28.4| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -0.14
+                                                           dm:    0.06
+                                                           dx:    0.22
 Iteration 46
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 3.0| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -0.13
-                                                           dm:    0.27
-                                                           dx:    0.14
+	model 1: 17.7| model 2: 13.9| model 3: 3.0| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -1.57
+                                                           dm:    0.19
+                                                           dx:    0.15
 Iteration 47
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 2.9| model 4: 28.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -4.32
-                                                           dm:    0.07
-                                                           dx:    0.14
+	model 1: 17.7| model 2: 13.9| model 3: 3.1| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    9.19
+                                                           dm:    0.09
+                                                           dx:    0.25
 Iteration 48
 	model frequencies (percent)
-	model 1: 17.8| model 2: 13.9| model 3: 2.9| model 4: 28.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    5.45
-                                                           dm:    0.03
-                                                           dx:    0.29
+	model 1: 17.7| model 2: 13.9| model 3: 3.0| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:    0.20
+                                                           dm:    0.08
+                                                           dx:    0.17
 Iteration 49
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.2| model 4: 28.5| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:    0.81
-                                                           dm:    0.24
-                                                           dx:    0.36
+	model 1: 17.7| model 2: 13.9| model 3: 3.1| model 4: 28.6| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:  -10.49
+                                                           dm:    0.06
+                                                           dx:    0.14
 Iteration 50
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.5| model 4: 28.2| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -0.21
-                                                           dm:    0.27
-                                                           dx:    0.54
+	model 1: 17.7| model 2: 13.9| model 3: 2.9| model 4: 28.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   10.21
+                                                           dm:    0.15
+                                                           dx:    0.13
 Iteration 51
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.9| model 3: 3.3| model 4: 28.3| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
-                                                           dL:   -0.48
-                                                           dm:    0.14
-                                                           dx:    0.17
+	model 1: 17.7| model 2: 13.9| model 3: 3.0| model 4: 28.7| model 5: 14.7| model 6: 10.0| model 7: 12.0| 
+                                                           dL:   -2.36
+                                                           dm:    0.03
+                                                           dx:    0.15

hbi_output/1237/150_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:10:06
+Hierarchical Bayesian Inference                    2026-05-22 14:45:22
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,62 +17,56 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 61.7| model 2: 12.6| model 3: 4.1| model 4: 14.9| model 5: 4.1| model 6: 1.1| model 7: 1.4| 
-                                                           dL:  240.84
-                                                           dm:   38.28
-                                                           dx:    9.92
+	model 1: 54.0| model 2: 10.7| model 3: 0.7| model 4: 21.7| model 5: 7.0| model 6: 3.3| model 7: 2.7| 
+                                                           dL:  176.97
+                                                           dm:   46.05
+                                                           dx:    7.21
 Iteration 03
 	model frequencies (percent)
-	model 1: 63.1| model 2: 11.9| model 3: 1.3| model 4: 12.8| model 5: 5.7| model 6: 2.6| model 7: 2.5| 
-                                                           dL:   30.23
-                                                           dm:    1.43
-                                                           dx:    0.53
+	model 1: 59.1| model 2: 11.1| model 3: 0.0| model 4: 17.1| model 5: 6.6| model 6: 3.3| model 7: 2.7| 
+                                                           dL:   13.75
+                                                           dm:    5.14
+                                                           dx:    0.85
 Iteration 04
 	model frequencies (percent)
-	model 1: 62.8| model 2: 11.6| model 3: 0.2| model 4: 13.3| model 5: 6.2| model 6: 3.3| model 7: 2.7| 
-                                                           dL:   24.12
-                                                           dm:    0.36
-                                                           dx:    0.41
+	model 1: 60.6| model 2: 11.3| model 3: 0.0| model 4: 15.6| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
+                                                           dL:    3.08
+                                                           dm:    1.49
+                                                           dx:    6.78
 Iteration 05
 	model frequencies (percent)
-	model 1: 61.9| model 2: 11.4| model 3: 0.0| model 4: 14.3| model 5: 6.4| model 6: 3.3| model 7: 2.7| 
-                                                           dL:    9.87
-                                                           dm:    0.86
-                                                           dx:    0.62
+	model 1: 61.1| model 2: 11.3| model 3: 0.0| model 4: 15.1| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
+                                                           dL:    1.12
+                                                           dm:    0.52
+                                                           dx:    0.88
 Iteration 06
 	model frequencies (percent)
-	model 1: 61.6| model 2: 11.3| model 3: 0.0| model 4: 14.6| model 5: 6.4| model 6: 3.3| model 7: 2.7| 
-                                                           dL:    1.31
-                                                           dm:    0.30
-                                                           dx:    7.94
+	model 1: 61.3| model 2: 11.3| model 3: 0.0| model 4: 14.9| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
+                                                           dL:    0.48
+                                                           dm:    0.22
+                                                           dx:    0.35
 Iteration 07
 	model frequencies (percent)
-	model 1: 61.6| model 2: 11.3| model 3: 0.0| model 4: 14.7| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
-                                                           dL:    0.50
-                                                           dm:    0.07
-                                                           dx:    0.15
+	model 1: 61.5| model 2: 11.3| model 3: 0.0| model 4: 14.8| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
+                                                           dL:    0.25
+                                                           dm:    0.13
+                                                           dx:    0.02
 Iteration 08
 	model frequencies (percent)
-	model 1: 61.6| model 2: 11.3| model 3: 0.0| model 4: 14.7| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
-                                                           dL:    0.23
-                                                           dm:    0.02
-                                                           dx:    0.05
+	model 1: 61.5| model 2: 11.3| model 3: 0.0| model 4: 14.7| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
+                                                           dL:    0.16
+                                                           dm:    0.09
+                                                           dx:    0.01
 Iteration 09
 	model frequencies (percent)
 	model 1: 61.6| model 2: 11.3| model 3: 0.0| model 4: 14.6| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
-                                                           dL:    0.13
-                                                           dm:    0.04
-                                                           dx:    0.02
+                                                           dL:    0.11
+                                                           dm:    0.07
+                                                           dx:    0.35
 Iteration 10
 	model frequencies (percent)
 	model 1: 61.7| model 2: 11.3| model 3: 0.0| model 4: 14.6| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
-                                                           dL:    0.09
-                                                           dm:    0.05
-                                                           dx:    0.01
-Iteration 11
-	model frequencies (percent)
-	model 1: 61.7| model 2: 11.3| model 3: 0.0| model 4: 14.5| model 5: 6.5| model 6: 3.3| model 7: 2.7| 
-                                                           dL:    0.06
-                                                           dm:    0.05
-                                                           dx:    0.01
+                                                           dL:    0.07
+                                                           dm:    0.06
+                                                           dx:    0.00
                                                           Converged :]

hbi_output/1237/300_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:15:15
+Hierarchical Bayesian Inference                    2026-05-22 14:51:42
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 30.1| model 2: 20.0| model 3: 14.8| model 4: 24.6| model 5: 6.0| model 6: 2.1| model 7: 2.5| 
-                                                           dL:  283.27
-                                                           dm:   69.89
-                                                           dx:    8.42
+	model 1: 16.9| model 2: 16.5| model 3: 5.4| model 4: 23.4| model 5: 12.4| model 6: 11.7| model 7: 13.7| 
+                                                           dL:  210.83
+                                                           dm:   76.56
+                                                           dx:    6.23
 Iteration 03
 	model frequencies (percent)
-	model 1: 25.0| model 2: 18.4| model 3: 10.8| model 4: 24.2| model 5: 9.4| model 6: 5.2| model 7: 7.0| 
-                                                           dL:  138.68
-                                                           dm:    5.11
-                                                           dx:    1.35
+	model 1: 14.6| model 2: 17.0| model 3: 4.3| model 4: 23.6| model 5: 12.4| model 6: 13.0| model 7: 15.1| 
+                                                           dL:   35.63
+                                                           dm:    0.20
+                                                           dx:    1.62
 Iteration 04
 	model frequencies (percent)
-	model 1: 18.2| model 2: 17.4| model 3: 6.9| model 4: 25.4| model 5: 11.0| model 6: 9.1| model 7: 11.9| 
-                                                           dL:   71.85
-                                                           dm:    1.22
-                                                           dx:    0.86
+	model 1: 15.1| model 2: 17.1| model 3: 2.9| model 4: 23.8| model 5: 12.6| model 6: 13.2| model 7: 15.2| 
+                                                           dL:   13.68
+                                                           dm:    0.15
+                                                           dx:    0.45
 Iteration 05
 	model frequencies (percent)
-	model 1: 14.9| model 2: 17.3| model 3: 4.0| model 4: 25.6| model 5: 12.0| model 6: 11.9| model 7: 14.3| 
-                                                           dL:   46.77
-                                                           dm:    0.21
-                                                           dx:    0.56
+	model 1: 15.4| model 2: 17.1| model 3: 2.5| model 4: 23.7| model 5: 12.7| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    0.17
+                                                           dm:    0.07
+                                                           dx:    0.19
 Iteration 06
 	model frequencies (percent)
-	model 1: 14.7| model 2: 17.1| model 3: 3.1| model 4: 24.6| model 5: 12.4| model 6: 13.0| model 7: 15.0| 
-                                                           dL:   30.82
-                                                           dm:    1.03
-                                                           dx:    0.32
+	model 1: 15.6| model 2: 17.0| model 3: 2.1| model 4: 23.9| model 5: 12.7| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    0.00
+                                                           dm:    0.17
+                                                           dx:    0.19
 Iteration 07
 	model frequencies (percent)
-	model 1: 15.2| model 2: 17.1| model 3: 3.3| model 4: 23.4| model 5: 12.6| model 6: 13.2| model 7: 15.2| 
-                                                           dL:    3.37
-                                                           dm:    1.22
-                                                           dx:    0.18
+	model 1: 15.7| model 2: 17.0| model 3: 1.9| model 4: 24.0| model 5: 12.7| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    0.19
+                                                           dm:    0.12
+                                                           dx:    0.11
 Iteration 08
 	model frequencies (percent)
-	model 1: 15.6| model 2: 17.0| model 3: 3.2| model 4: 23.0| model 5: 12.7| model 6: 13.2| model 7: 15.3| 
-                                                           dL:   -0.95
-                                                           dm:    0.34
-                                                           dx:    0.15
+	model 1: 15.8| model 2: 17.0| model 3: 1.8| model 4: 24.0| model 5: 12.7| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -0.77
+                                                           dm:    0.02
+                                                           dx:    0.10
 Iteration 09
 	model frequencies (percent)
-	model 1: 15.7| model 2: 17.0| model 3: 3.2| model 4: 22.8| model 5: 12.7| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -2.59
-                                                           dm:    0.27
-                                                           dx:    0.11
+	model 1: 15.9| model 2: 17.0| model 3: 1.7| model 4: 24.0| model 5: 12.7| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    6.22
+                                                           dm:    0.00
+                                                           dx:    0.13
 Iteration 10
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.3| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -4.76
-                                                           dm:    0.65
-                                                           dx:    0.11
+	model 1: 15.9| model 2: 17.0| model 3: 1.6| model 4: 24.1| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    3.89
+                                                           dm:    0.06
+                                                           dx:    0.10
 Iteration 11
 	model frequencies (percent)
-	model 1: 15.9| model 2: 17.0| model 3: 2.1| model 4: 23.6| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   13.79
-                                                           dm:    0.20
-                                                           dx:    0.11
+	model 1: 15.9| model 2: 16.9| model 3: 1.7| model 4: 24.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -0.80
+                                                           dm:    0.14
+                                                           dx:    0.15
 Iteration 12
 	model frequencies (percent)
-	model 1: 15.7| model 2: 17.0| model 3: 2.5| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   17.80
-                                                           dm:    0.25
-                                                           dx:    0.04
+	model 1: 15.9| model 2: 17.0| model 3: 2.1| model 4: 23.7| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    2.64
+                                                           dm:    0.28
+                                                           dx:    0.15
 Iteration 13
 	model frequencies (percent)
-	model 1: 15.7| model 2: 17.0| model 3: 3.4| model 4: 22.5| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:  -14.05
-                                                           dm:    0.83
-                                                           dx:    0.10
+	model 1: 15.9| model 2: 17.0| model 3: 2.1| model 4: 23.6| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    0.39
+                                                           dm:    0.06
+                                                           dx:    0.15
 Iteration 14
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 3.1| model 4: 22.7| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -5.14
-                                                           dm:    0.14
-                                                           dx:    0.06
+	model 1: 15.9| model 2: 17.0| model 3: 2.1| model 4: 23.6| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -4.73
+                                                           dm:    0.04
+                                                           dx:    0.01
 Iteration 15
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.8| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    3.78
-                                                           dm:    0.26
-                                                           dx:    0.08
+	model 1: 15.9| model 2: 17.0| model 3: 2.2| model 4: 23.5| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -2.08
+                                                           dm:    0.11
+                                                           dx:    0.13
 Iteration 16
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.1| model 3: 2.8| model 4: 23.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -3.00
-                                                           dm:    0.02
-                                                           dx:    0.07
+	model 1: 15.8| model 2: 17.0| model 3: 2.5| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    5.47
+                                                           dm:    0.18
+                                                           dx:    0.13
 Iteration 17
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.1| model 3: 2.4| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    3.70
-                                                           dm:    0.30
-                                                           dx:    0.07
+	model 1: 15.6| model 2: 17.0| model 3: 2.8| model 4: 23.2| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    3.47
+                                                           dm:    0.10
+                                                           dx:    0.44
 Iteration 18
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.3| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    2.16
-                                                           dm:    0.11
-                                                           dx:    0.07
+	model 1: 15.3| model 2: 17.0| model 3: 3.1| model 4: 23.1| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    3.37
+                                                           dm:    0.04
+                                                           dx:    0.46
 Iteration 19
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.6| model 4: 23.1| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:  -14.10
-                                                           dm:    0.27
-                                                           dx:    0.09
+	model 1: 15.3| model 2: 17.0| model 3: 3.2| model 4: 23.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    0.90
+                                                           dm:    0.17
+                                                           dx:    0.14
 Iteration 20
 	model frequencies (percent)
-	model 1: 16.0| model 2: 17.0| model 3: 2.3| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    3.51
-                                                           dm:    0.19
+	model 1: 15.3| model 2: 17.0| model 3: 3.3| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -0.82
+                                                           dm:    0.08
                                                            dx:    0.08
 Iteration 21
 	model frequencies (percent)
-	model 1: 16.0| model 2: 17.0| model 3: 2.3| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    1.95
-                                                           dm:    0.00
-                                                           dx:    0.12
+	model 1: 15.3| model 2: 17.0| model 3: 3.2| model 4: 23.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    1.71
+                                                           dm:    0.06
+                                                           dx:    0.05
 Iteration 22
 	model frequencies (percent)
-	model 1: 15.9| model 2: 17.0| model 3: 2.5| model 4: 23.2| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    0.14
+	model 1: 15.3| model 2: 17.0| model 3: 3.4| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -6.42
                                                            dm:    0.10
-                                                           dx:    0.16
+                                                           dx:    0.03
 Iteration 23
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.5| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -2.50
-                                                           dm:    0.09
-                                                           dx:    0.14
+	model 1: 15.6| model 2: 17.0| model 3: 3.0| model 4: 22.8| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -2.67
+                                                           dm:    0.00
+                                                           dx:    0.09
 Iteration 24
 	model frequencies (percent)
-	model 1: 15.9| model 2: 17.0| model 3: 2.2| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    0.39
-                                                           dm:    0.12
-                                                           dx:    0.11
+	model 1: 15.7| model 2: 17.0| model 3: 2.9| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    6.52
+                                                           dm:    0.05
+                                                           dx:    0.10
 Iteration 25
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.2| model 4: 23.5| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    1.50
-                                                           dm:    0.10
-                                                           dx:    0.16
+	model 1: 15.5| model 2: 17.0| model 3: 3.0| model 4: 23.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    1.29
+                                                           dm:    0.14
+                                                           dx:    0.09
 Iteration 26
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.5| model 4: 23.2| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    7.07
-                                                           dm:    0.29
-                                                           dx:    0.09
+	model 1: 15.4| model 2: 17.0| model 3: 3.2| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -8.11
+                                                           dm:    0.09
+                                                           dx:    0.05
 Iteration 27
 	model frequencies (percent)
-	model 1: 15.2| model 2: 17.0| model 3: 3.3| model 4: 23.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -4.77
-                                                           dm:    0.19
-                                                           dx:    0.36
+	model 1: 15.7| model 2: 17.0| model 3: 2.9| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    7.56
+                                                           dm:    0.02
+                                                           dx:    0.10
 Iteration 28
 	model frequencies (percent)
-	model 1: 15.6| model 2: 17.0| model 3: 3.1| model 4: 22.8| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -0.86
-                                                           dm:    0.26
-                                                           dx:    0.13
+	model 1: 15.4| model 2: 17.0| model 3: 3.2| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    0.40
+                                                           dm:    0.01
+                                                           dx:    0.09
 Iteration 29
 	model frequencies (percent)
-	model 1: 15.7| model 2: 17.0| model 3: 2.9| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    0.16
-                                                           dm:    0.11
-                                                           dx:    0.12
+	model 1: 15.3| model 2: 17.0| model 3: 3.1| model 4: 23.1| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -8.24
+                                                           dm:    0.12
+                                                           dx:    0.03
 Iteration 30
 	model frequencies (percent)
-	model 1: 15.7| model 2: 17.0| model 3: 2.9| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    0.29
-                                                           dm:    0.02
-                                                           dx:    0.09
+	model 1: 15.7| model 2: 17.0| model 3: 2.8| model 4: 23.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    0.07
+                                                           dm:    0.08
+                                                           dx:    0.10
 Iteration 31
 	model frequencies (percent)
 	model 1: 15.7| model 2: 17.0| model 3: 2.8| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -0.02
-                                                           dm:    0.04
-                                                           dx:    0.07
+                                                           dL:    1.25
+                                                           dm:    0.07
+                                                           dx:    0.05
 Iteration 32
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.8| model 4: 22.9| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    2.00
-                                                           dm:    0.02
-                                                           dx:    0.04
+	model 1: 15.8| model 2: 17.0| model 3: 2.7| model 4: 23.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -1.04
+                                                           dm:    0.12
+                                                           dx:    0.07
 Iteration 33
 	model frequencies (percent)
-	model 1: 15.6| model 2: 17.0| model 3: 2.9| model 4: 23.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    6.32
-                                                           dm:    0.12
-                                                           dx:    0.25
+	model 1: 15.9| model 2: 17.0| model 3: 2.4| model 4: 23.2| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    2.57
+                                                           dm:    0.15
+                                                           dx:    0.06
 Iteration 34
 	model frequencies (percent)
-	model 1: 15.5| model 2: 17.0| model 3: 2.9| model 4: 23.1| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -5.03
-                                                           dm:    0.09
-                                                           dx:    0.12
+	model 1: 15.9| model 2: 17.0| model 3: 2.5| model 4: 23.2| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -0.40
+                                                           dm:    0.00
+                                                           dx:    0.09
 Iteration 35
 	model frequencies (percent)
-	model 1: 15.7| model 2: 17.0| model 3: 2.8| model 4: 23.0| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -4.18
-                                                           dm:    0.11
-                                                           dx:    0.09
+	model 1: 15.6| model 2: 17.0| model 3: 2.6| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -2.75
+                                                           dm:    0.15
+                                                           dx:    0.18
 Iteration 36
 	model frequencies (percent)
-	model 1: 15.9| model 2: 17.0| model 3: 2.3| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    5.77
-                                                           dm:    0.36
-                                                           dx:    0.16
+	model 1: 15.8| model 2: 17.0| model 3: 2.4| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -0.61
+                                                           dm:    0.06
+                                                           dx:    0.10
 Iteration 37
 	model frequencies (percent)
-	model 1: 15.6| model 2: 17.0| model 3: 2.4| model 4: 23.5| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    5.06
-                                                           dm:    0.15
-                                                           dx:    0.21
+	model 1: 16.0| model 2: 17.0| model 3: 2.2| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    2.29
+                                                           dm:    0.14
+                                                           dx:    0.12
 Iteration 38
 	model frequencies (percent)
-	model 1: 15.5| model 2: 17.0| model 3: 2.6| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -7.16
-                                                           dm:    0.13
-                                                           dx:    0.09
+	model 1: 15.6| model 2: 17.0| model 3: 2.6| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -0.02
+                                                           dm:    0.04
+                                                           dx:    0.17
 Iteration 39
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.5| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    5.86
-                                                           dm:    0.11
-                                                           dx:    0.08
+	model 1: 15.8| model 2: 17.0| model 3: 2.5| model 4: 23.2| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -7.47
+                                                           dm:    0.16
+                                                           dx:    0.10
 Iteration 40
 	model frequencies (percent)
-	model 1: 15.6| model 2: 17.0| model 3: 2.6| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -7.94
-                                                           dm:    0.08
-                                                           dx:    0.09
+	model 1: 15.9| model 2: 17.0| model 3: 2.2| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   12.62
+                                                           dm:    0.15
+                                                           dx:    0.08
 Iteration 41
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.4| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    0.52
-                                                           dm:    0.03
-                                                           dx:    0.12
+	model 1: 15.6| model 2: 17.0| model 3: 2.6| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -5.86
+                                                           dm:    0.02
+                                                           dx:    0.17
 Iteration 42
 	model frequencies (percent)
-	model 1: 15.9| model 2: 17.0| model 3: 2.4| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    0.14
-                                                           dm:    0.01
+	model 1: 15.9| model 2: 17.0| model 3: 2.3| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -6.77
+                                                           dm:    0.06
                                                            dx:    0.09
 Iteration 43
 	model frequencies (percent)
-	model 1: 15.9| model 2: 17.0| model 3: 2.3| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    0.13
-                                                           dm:    0.01
-                                                           dx:    0.08
+	model 1: 16.0| model 2: 17.0| model 3: 2.0| model 4: 23.6| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   12.48
+                                                           dm:    0.13
+                                                           dx:    0.09
 Iteration 44
 	model frequencies (percent)
-	model 1: 15.9| model 2: 17.0| model 3: 2.3| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    6.09
-                                                           dm:    0.01
-                                                           dx:    0.08
+	model 1: 15.6| model 2: 17.0| model 3: 2.6| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -4.60
+                                                           dm:    0.15
+                                                           dx:    0.18
 Iteration 45
 	model frequencies (percent)
-	model 1: 15.6| model 2: 17.0| model 3: 2.6| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -6.37
-                                                           dm:    0.00
-                                                           dx:    0.20
+	model 1: 15.9| model 2: 17.0| model 3: 2.3| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -0.69
+                                                           dm:    0.03
+                                                           dx:    0.07
 Iteration 46
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.4| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    0.44
+	model 1: 15.9| model 2: 17.0| model 3: 2.4| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -3.82
                                                            dm:    0.03
-                                                           dx:    0.11
+                                                           dx:    0.04
 Iteration 47
 	model frequencies (percent)
-	model 1: 15.9| model 2: 17.0| model 3: 2.4| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -2.86
-                                                           dm:    0.00
-                                                           dx:    0.09
+	model 1: 15.9| model 2: 17.0| model 3: 2.2| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    7.29
+                                                           dm:    0.06
+                                                           dx:    0.08
 Iteration 48
 	model frequencies (percent)
-	model 1: 16.0| model 2: 17.0| model 3: 2.2| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    9.15
-                                                           dm:    0.10
-                                                           dx:    0.13
+	model 1: 15.6| model 2: 17.0| model 3: 2.6| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -4.62
+                                                           dm:    0.02
+                                                           dx:    0.18
 Iteration 49
 	model frequencies (percent)
-	model 1: 15.4| model 2: 17.0| model 3: 2.8| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    0.34
+	model 1: 15.8| model 2: 17.0| model 3: 2.4| model 4: 23.3| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:    3.32
                                                            dm:    0.05
-                                                           dx:    0.34
+                                                           dx:    0.08
 Iteration 50
 	model frequencies (percent)
-	model 1: 15.5| model 2: 17.0| model 3: 2.7| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:   -7.22
-                                                           dm:    0.01
-                                                           dx:    0.07
+	model 1: 15.6| model 2: 17.0| model 3: 2.6| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -3.29
+                                                           dm:    0.02
+                                                           dx:    0.12
 Iteration 51
 	model frequencies (percent)
-	model 1: 15.8| model 2: 17.0| model 3: 2.4| model 4: 23.4| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
-                                                           dL:    7.37
-                                                           dm:    0.01
-                                                           dx:    0.12
+	model 1: 15.8| model 2: 17.0| model 3: 2.6| model 4: 23.2| model 5: 12.8| model 6: 13.3| model 7: 15.3| 
+                                                           dL:   -2.70
+                                                           dm:    0.14
+                                                           dx:    0.08

hbi_output/1237/300_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:18:15
+Hierarchical Bayesian Inference                    2026-05-22 15:10:52
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,242 +17,74 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 58.9| model 2: 15.8| model 3: 6.2| model 4: 14.6| model 5: 3.1| model 6: 0.5| model 7: 1.0| 
-                                                           dL:  445.68
-                                                           dm:   41.14
-                                                           dx:    7.00
+	model 1: 52.7| model 2: 12.6| model 3: 3.5| model 4: 19.6| model 5: 7.0| model 6: 2.0| model 7: 2.7| 
+                                                           dL:  290.19
+                                                           dm:   47.33
+                                                           dx:    4.70
 Iteration 03
 	model frequencies (percent)
-	model 1: 59.8| model 2: 15.5| model 3: 6.1| model 4: 11.9| model 5: 3.8| model 6: 1.0| model 7: 1.9| 
-                                                           dL:   39.61
-                                                           dm:    0.98
-                                                           dx:    1.37
+	model 1: 57.9| model 2: 13.5| model 3: 2.8| model 4: 14.9| model 5: 6.2| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   25.61
+                                                           dm:    5.26
+                                                           dx:    0.51
 Iteration 04
 	model frequencies (percent)
-	model 1: 59.4| model 2: 15.1| model 3: 5.6| model 4: 11.7| model 5: 4.6| model 6: 1.3| model 7: 2.2| 
-                                                           dL:   10.67
-                                                           dm:    0.42
-                                                           dx:    0.48
+	model 1: 59.1| model 2: 14.1| model 3: 3.1| model 4: 13.2| model 5: 5.8| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   21.53
+                                                           dm:    1.21
+                                                           dx:    0.18
 Iteration 05
 	model frequencies (percent)
-	model 1: 59.3| model 2: 14.5| model 3: 5.2| model 4: 12.1| model 5: 5.0| model 6: 1.5| model 7: 2.4| 
-                                                           dL:   -3.91
-                                                           dm:    0.13
-                                                           dx:    0.29
+	model 1: 59.0| model 2: 14.3| model 3: 4.0| model 4: 12.6| model 5: 5.5| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -2.50
+                                                           dm:    0.16
+                                                           dx:    0.16
 Iteration 06
 	model frequencies (percent)
-	model 1: 59.5| model 2: 14.7| model 3: 3.9| model 4: 12.5| model 5: 5.2| model 6: 1.7| model 7: 2.5| 
-                                                           dL:   11.66
-                                                           dm:    0.19
-                                                           dx:    0.22
-Iteration 07
-	model frequencies (percent)
-	model 1: 59.6| model 2: 14.6| model 3: 3.9| model 4: 12.2| model 5: 5.2| model 6: 1.9| model 7: 2.6| 
-                                                           dL:   17.79
-                                                           dm:    0.13
-                                                           dx:    0.18
-Iteration 08
-	model frequencies (percent)
-	model 1: 59.4| model 2: 14.6| model 3: 4.5| model 4: 11.7| model 5: 5.2| model 6: 1.9| model 7: 2.6| 
-                                                           dL:   11.39
-                                                           dm:    0.19
+	model 1: 59.4| model 2: 14.5| model 3: 3.6| model 4: 12.5| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    7.54
+                                                           dm:    0.39
                                                            dx:    0.12
-Iteration 09
+Iteration 07
 	model frequencies (percent)
-	model 1: 59.5| model 2: 14.6| model 3: 4.5| model 4: 11.6| model 5: 5.2| model 6: 2.0| model 7: 2.6| 
-                                                           dL:   22.43
-                                                           dm:    0.12
+	model 1: 59.1| model 2: 14.5| model 3: 4.0| model 4: 12.5| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.76
+                                                           dm:    0.30
                                                            dx:    0.07
-Iteration 10
-	model frequencies (percent)
-	model 1: 59.4| model 2: 14.2| model 3: 4.8| model 4: 11.7| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -3.67
-                                                           dm:    0.14
-                                                           dx:    0.09
-Iteration 11
-	model frequencies (percent)
-	model 1: 59.4| model 2: 14.1| model 3: 4.4| model 4: 12.1| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    4.43
-                                                           dm:    0.01
-                                                           dx:    0.05
-Iteration 12
-	model frequencies (percent)
-	model 1: 59.3| model 2: 14.0| model 3: 4.8| model 4: 11.9| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -6.76
-                                                           dm:    0.10
-                                                           dx:    0.03
-Iteration 13
-	model frequencies (percent)
-	model 1: 59.4| model 2: 14.0| model 3: 4.5| model 4: 12.2| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   20.83
-                                                           dm:    0.08
-                                                           dx:    0.04
-Iteration 14
-	model frequencies (percent)
-	model 1: 59.3| model 2: 13.9| model 3: 4.8| model 4: 12.0| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   11.45
-                                                           dm:    0.08
-                                                           dx:    0.03
-Iteration 15
-	model frequencies (percent)
-	model 1: 59.0| model 2: 13.9| model 3: 5.1| model 4: 11.9| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:  -14.63
-                                                           dm:    0.25
-                                                           dx:    0.04
-Iteration 16
-	model frequencies (percent)
-	model 1: 59.3| model 2: 13.9| model 3: 4.3| model 4: 12.4| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -8.38
-                                                           dm:    0.29
-                                                           dx:    0.05
-Iteration 17
-	model frequencies (percent)
-	model 1: 59.3| model 2: 13.9| model 3: 4.7| model 4: 12.1| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   23.02
-                                                           dm:    0.04
-                                                           dx:    0.04
-Iteration 18
-	model frequencies (percent)
-	model 1: 59.0| model 2: 13.9| model 3: 5.0| model 4: 12.1| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:  -21.88
-                                                           dm:    0.27
-                                                           dx:    0.05
-Iteration 19
-	model frequencies (percent)
-	model 1: 59.3| model 2: 13.9| model 3: 4.7| model 4: 12.1| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   31.51
-                                                           dm:    0.32
-                                                           dx:    0.02
-Iteration 20
-	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.3| model 4: 11.7| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:  -16.86
-                                                           dm:    0.28
-                                                           dx:    0.05
-Iteration 21
-	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.1| model 4: 11.8| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   11.23
-                                                           dm:    0.06
-                                                           dx:    0.05
-Iteration 22
-	model frequencies (percent)
-	model 1: 59.0| model 2: 13.9| model 3: 5.5| model 4: 11.5| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:  -28.23
-                                                           dm:    0.07
-                                                           dx:    0.04
-Iteration 23
+Iteration 08
 	model frequencies (percent)
-	model 1: 59.3| model 2: 14.0| model 3: 5.1| model 4: 11.7| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -4.23
-                                                           dm:    0.24
+	model 1: 59.0| model 2: 14.5| model 3: 4.0| model 4: 12.5| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.32
+                                                           dm:    0.03
                                                            dx:    0.05
-Iteration 24
-	model frequencies (percent)
-	model 1: 59.4| model 2: 13.9| model 3: 5.4| model 4: 11.3| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -1.61
-                                                           dm:    0.09
-                                                           dx:    0.04
-Iteration 25
-	model frequencies (percent)
-	model 1: 59.5| model 2: 14.0| model 3: 5.1| model 4: 11.5| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   18.72
-                                                           dm:    0.08
-                                                           dx:    0.04
-Iteration 26
-	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.4| model 4: 11.5| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:  -12.60
-                                                           dm:    0.33
-                                                           dx:    0.04
-Iteration 27
-	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.3| model 4: 11.6| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.54
-                                                           dm:    0.00
-                                                           dx:    0.03
-Iteration 28
-	model frequencies (percent)
-	model 1: 59.1| model 2: 13.8| model 3: 5.3| model 4: 11.7| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    2.73
-                                                           dm:    0.02
-                                                           dx:    0.01
-Iteration 29
+Iteration 09
 	model frequencies (percent)
-	model 1: 59.1| model 2: 13.8| model 3: 5.2| model 4: 11.8| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    4.63
+	model 1: 59.0| model 2: 14.5| model 3: 4.1| model 4: 12.5| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.13
                                                            dm:    0.01
-                                                           dx:    0.05
-Iteration 30
-	model frequencies (percent)
-	model 1: 59.0| model 2: 13.9| model 3: 5.5| model 4: 11.6| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    9.46
-                                                           dm:    0.06
-                                                           dx:    0.03
-Iteration 31
-	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.5| model 4: 11.5| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -7.87
-                                                           dm:    0.06
-                                                           dx:    0.02
-Iteration 32
-	model frequencies (percent)
-	model 1: 59.2| model 2: 13.9| model 3: 5.1| model 4: 11.8| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.50
-                                                           dm:    0.05
-                                                           dx:    0.02
-Iteration 33
-	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.1| model 4: 11.9| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.91
-                                                           dm:    0.04
-                                                           dx:    0.05
-Iteration 34
-	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.1| model 4: 11.9| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.04
-                                                           dm:    0.05
                                                            dx:    0.03
-Iteration 35
+Iteration 10
 	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.1| model 4: 11.9| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.12
+	model 1: 59.0| model 2: 14.5| model 3: 4.1| model 4: 12.4| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.08
                                                            dm:    0.00
                                                            dx:    0.02
-Iteration 36
+Iteration 11
 	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.2| model 4: 11.8| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    2.63
-                                                           dm:    0.00
+	model 1: 59.0| model 2: 14.4| model 3: 4.1| model 4: 12.4| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -0.06
+                                                           dm:    0.02
                                                            dx:    0.01
-Iteration 37
-	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.1| model 4: 11.9| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.16
-                                                           dm:    0.00
-                                                           dx:    0.02
-Iteration 38
+Iteration 12
 	model frequencies (percent)
-	model 1: 59.1| model 2: 13.9| model 3: 5.1| model 4: 11.9| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -5.14
+	model 1: 59.0| model 2: 14.5| model 3: 4.1| model 4: 12.4| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.05
                                                            dm:    0.00
                                                            dx:    0.01
-Iteration 39
+Iteration 13
 	model frequencies (percent)
-	model 1: 59.0| model 2: 13.9| model 3: 4.9| model 4: 12.1| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.11
+	model 1: 59.0| model 2: 14.5| model 3: 4.2| model 4: 12.4| model 5: 5.3| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    3.36
                                                            dm:    0.00
                                                            dx:    0.01
-Iteration 40
-	model frequencies (percent)
-	model 1: 59.0| model 2: 13.9| model 3: 4.9| model 4: 12.1| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.18
-                                                           dm:    0.01
-                                                           dx:    0.02
-Iteration 41
-	model frequencies (percent)
-	model 1: 59.0| model 2: 13.9| model 3: 4.9| model 4: 12.2| model 5: 5.4| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    4.13
-                                                           dm:    0.05
-                                                           dx:    0.01
                                                           Converged :]

hbi_output/1237/300_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:21:17
+Hierarchical Bayesian Inference                    2026-05-22 15:20:46
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,254 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 29.6| model 2: 18.8| model 3: 12.7| model 4: 25.1| model 5: 7.6| model 6: 3.1| model 7: 3.1| 
-                                                           dL:  379.49
-                                                           dm:   70.43
-                                                           dx:   10.49
+	model 1: 19.3| model 2: 14.9| model 3: 4.4| model 4: 25.6| model 5: 13.8| model 6: 11.0| model 7: 11.0| 
+                                                           dL:  223.38
+                                                           dm:   74.36
+                                                           dx:    7.74
 Iteration 03
 	model frequencies (percent)
-	model 1: 22.1| model 2: 16.4| model 3: 7.0| model 4: 25.8| model 5: 11.8| model 6: 8.4| model 7: 8.5| 
-                                                           dL:  139.94
-                                                           dm:    0.69
-                                                           dx:    0.91
+	model 1: 18.4| model 2: 14.6| model 3: 3.2| model 4: 25.9| model 5: 14.4| model 6: 11.6| model 7: 11.9| 
+                                                           dL:   19.16
+                                                           dm:    0.25
+                                                           dx:    1.25
 Iteration 04
 	model frequencies (percent)
-	model 1: 18.6| model 2: 15.1| model 3: 3.4| model 4: 26.8| model 5: 13.7| model 6: 11.1| model 7: 11.3| 
-                                                           dL:   78.39
-                                                           dm:    1.05
-                                                           dx:    0.70
+	model 1: 18.8| model 2: 14.3| model 3: 2.4| model 4: 26.1| model 5: 14.7| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    3.67
+                                                           dm:    0.18
+                                                           dx:    0.34
 Iteration 05
 	model frequencies (percent)
-	model 1: 18.9| model 2: 14.5| model 3: 2.6| model 4: 26.1| model 5: 14.5| model 6: 11.6| model 7: 11.8| 
-                                                           dL:   20.73
-                                                           dm:    0.70
-                                                           dx:    0.43
+	model 1: 19.0| model 2: 14.2| model 3: 2.3| model 4: 26.0| model 5: 14.9| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    2.52
+                                                           dm:    0.08
+                                                           dx:    0.20
 Iteration 06
 	model frequencies (percent)
-	model 1: 19.1| model 2: 14.2| model 3: 2.5| model 4: 25.8| model 5: 14.8| model 6: 11.6| model 7: 11.9| 
-                                                           dL:    8.64
-                                                           dm:    0.31
-                                                           dx:    0.28
+	model 1: 19.1| model 2: 14.1| model 3: 2.4| model 4: 25.9| model 5: 14.9| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    3.63
+                                                           dm:    0.15
+                                                           dx:    0.14
 Iteration 07
 	model frequencies (percent)
-	model 1: 19.2| model 2: 14.1| model 3: 2.6| model 4: 25.6| model 5: 14.9| model 6: 11.7| model 7: 12.0| 
-                                                           dL:  -11.31
-                                                           dm:    0.22
-                                                           dx:    0.17
+	model 1: 19.2| model 2: 14.0| model 3: 2.3| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    1.39
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 08
 	model frequencies (percent)
-	model 1: 19.2| model 2: 14.1| model 3: 2.2| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -9.21
-                                                           dm:    0.28
-                                                           dx:    0.23
+	model 1: 19.2| model 2: 14.0| model 3: 2.3| model 4: 25.8| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:  -12.09
+                                                           dm:    0.05
+                                                           dx:    0.04
 Iteration 09
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 1.2| model 4: 26.7| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   33.33
-                                                           dm:    0.86
-                                                           dx:    0.38
+	model 1: 19.3| model 2: 14.0| model 3: 1.9| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -1.04
+                                                           dm:    0.39
+                                                           dx:    0.09
 Iteration 10
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.1| model 4: 26.0| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:  -11.13
-                                                           dm:    0.75
+	model 1: 19.3| model 2: 14.0| model 3: 1.8| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -0.84
+                                                           dm:    0.15
                                                            dx:    0.16
 Iteration 11
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 2.0| model 4: 26.0| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    6.45
-                                                           dm:    0.02
-                                                           dx:    0.20
+	model 1: 19.3| model 2: 13.9| model 3: 1.9| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    2.23
+                                                           dm:    0.07
+                                                           dx:    0.18
 Iteration 12
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.2| model 4: 25.8| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:  -11.15
-                                                           dm:    0.27
-                                                           dx:    0.10
+	model 1: 19.3| model 2: 13.9| model 3: 2.0| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    6.55
+                                                           dm:    0.11
+                                                           dx:    0.26
 Iteration 13
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.3| model 4: 25.6| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   25.88
-                                                           dm:    0.11
-                                                           dx:    0.07
+	model 1: 19.3| model 2: 13.9| model 3: 2.3| model 4: 25.8| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -5.66
+                                                           dm:    0.31
+                                                           dx:    0.33
 Iteration 14
 	model frequencies (percent)
-	model 1: 19.3| model 2: 14.0| model 3: 2.4| model 4: 25.6| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:  -25.31
-                                                           dm:    0.03
-                                                           dx:    0.02
+	model 1: 19.3| model 2: 13.9| model 3: 2.2| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    7.85
+                                                           dm:    0.04
+                                                           dx:    0.10
 Iteration 15
 	model frequencies (percent)
-	model 1: 19.5| model 2: 14.0| model 3: 2.3| model 4: 25.6| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    8.58
-                                                           dm:    0.03
-                                                           dx:    0.06
+	model 1: 19.3| model 2: 13.9| model 3: 2.2| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -5.57
+                                                           dm:    0.00
+                                                           dx:    0.18
 Iteration 16
 	model frequencies (percent)
-	model 1: 19.5| model 2: 14.0| model 3: 2.3| model 4: 25.5| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -7.53
-                                                           dm:    0.06
-                                                           dx:    0.05
+	model 1: 19.3| model 2: 13.9| model 3: 2.0| model 4: 26.1| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   15.53
+                                                           dm:    0.21
+                                                           dx:    0.11
 Iteration 17
 	model frequencies (percent)
-	model 1: 19.5| model 2: 14.0| model 3: 2.2| model 4: 25.7| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    3.70
-                                                           dm:    0.13
-                                                           dx:    0.03
+	model 1: 19.3| model 2: 13.9| model 3: 2.4| model 4: 25.7| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    9.78
+                                                           dm:    0.39
+                                                           dx:    0.15
 Iteration 18
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.0| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   11.88
-                                                           dm:    0.21
-                                                           dx:    0.07
+	model 1: 19.3| model 2: 13.9| model 3: 2.6| model 4: 25.5| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    5.25
+                                                           dm:    0.17
+                                                           dx:    0.27
 Iteration 19
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.3| model 4: 25.6| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:  -21.00
-                                                           dm:    0.22
-                                                           dx:    0.08
+	model 1: 19.4| model 2: 13.9| model 3: 2.4| model 4: 25.6| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:  -31.34
+                                                           dm:    0.08
+                                                           dx:    0.09
 Iteration 20
 	model frequencies (percent)
-	model 1: 19.5| model 2: 14.0| model 3: 2.2| model 4: 25.7| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   16.48
-                                                           dm:    0.06
-                                                           dx:    0.03
+	model 1: 19.3| model 2: 14.0| model 3: 2.3| model 4: 25.8| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -1.40
+                                                           dm:    0.16
+                                                           dx:    0.04
 Iteration 21
 	model frequencies (percent)
-	model 1: 19.5| model 2: 14.0| model 3: 2.3| model 4: 25.6| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -6.23
-                                                           dm:    0.08
-                                                           dx:    0.20
+	model 1: 19.4| model 2: 14.0| model 3: 1.9| model 4: 26.1| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -0.33
+                                                           dm:    0.30
+                                                           dx:    0.27
 Iteration 22
 	model frequencies (percent)
-	model 1: 19.5| model 2: 14.0| model 3: 2.1| model 4: 25.8| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   10.82
-                                                           dm:    0.20
-                                                           dx:    0.07
+	model 1: 19.4| model 2: 13.9| model 3: 1.9| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -1.21
+                                                           dm:    0.13
+                                                           dx:    0.14
 Iteration 23
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.4| model 4: 25.5| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    2.56
-                                                           dm:    0.28
-                                                           dx:    0.12
+	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    7.28
+                                                           dm:    0.06
+                                                           dx:    0.18
 Iteration 24
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.8| model 4: 25.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -7.79
-                                                           dm:    0.34
-                                                           dx:    0.11
+	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -6.94
+                                                           dm:    0.02
+                                                           dx:    0.28
 Iteration 25
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.7| model 4: 25.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -4.40
+	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    6.92
                                                            dm:    0.03
-                                                           dx:    0.11
+                                                           dx:    0.31
 Iteration 26
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.7| model 4: 25.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -0.16
+	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    5.60
                                                            dm:    0.03
-                                                           dx:    0.23
+                                                           dx:    0.19
 Iteration 27
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.4| model 4: 25.5| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -4.29
-                                                           dm:    0.27
-                                                           dx:    0.04
+	model 1: 19.4| model 2: 13.9| model 3: 2.2| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    9.03
+                                                           dm:    0.33
+                                                           dx:    0.73
 Iteration 28
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.1| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    9.90
-                                                           dm:    0.39
-                                                           dx:    0.10
+	model 1: 19.3| model 2: 13.9| model 3: 2.2| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:  -13.84
+                                                           dm:    0.00
+                                                           dx:    0.30
 Iteration 29
 	model frequencies (percent)
-	model 1: 19.4| model 2: 14.0| model 3: 2.0| model 4: 26.1| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -7.32
-                                                           dm:    0.13
-                                                           dx:    0.09
+	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    1.75
+                                                           dm:    0.28
+                                                           dx:    0.35
 Iteration 30
 	model frequencies (percent)
-	model 1: 19.3| model 2: 13.9| model 3: 2.0| model 4: 26.1| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -3.97
-                                                           dm:    0.02
-                                                           dx:    0.06
+	model 1: 19.4| model 2: 13.9| model 3: 2.2| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -1.70
+                                                           dm:    0.28
+                                                           dx:    0.33
 Iteration 31
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 2.0| model 4: 26.1| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    3.59
-                                                           dm:    0.01
-                                                           dx:    0.08
+	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -2.97
+                                                           dm:    0.28
+                                                           dx:    0.35
 Iteration 32
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 2.0| model 4: 26.1| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -0.67
-                                                           dm:    0.02
-                                                           dx:    0.08
+	model 1: 19.3| model 2: 13.9| model 3: 2.1| model 4: 26.0| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -4.99
+                                                           dm:    0.20
+                                                           dx:    0.46
 Iteration 33
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.9| model 4: 26.1| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:  -15.14
-                                                           dm:    0.01
-                                                           dx:    0.11
+	model 1: 19.4| model 2: 13.9| model 3: 1.9| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    7.70
+                                                           dm:    0.19
+                                                           dx:    0.05
 Iteration 34
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.6| model 4: 26.4| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    0.81
-                                                           dm:    0.26
-                                                           dx:    0.34
+	model 1: 19.4| model 2: 13.9| model 3: 2.1| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    0.45
+                                                           dm:    0.24
+                                                           dx:    0.14
 Iteration 35
 	model frequencies (percent)
-	model 1: 19.5| model 2: 13.9| model 3: 1.6| model 4: 26.4| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    1.94
-                                                           dm:    0.05
-                                                           dx:    0.40
+	model 1: 19.4| model 2: 13.9| model 3: 2.4| model 4: 25.7| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    7.45
+                                                           dm:    0.26
+                                                           dx:    0.07
 Iteration 36
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.7| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    0.22
-                                                           dm:    0.06
-                                                           dx:    0.23
+	model 1: 19.3| model 2: 13.9| model 3: 2.6| model 4: 25.5| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    0.47
+                                                           dm:    0.21
+                                                           dx:    0.02
 Iteration 37
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.7| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -1.65
-                                                           dm:    0.01
-                                                           dx:    0.18
+	model 1: 19.3| model 2: 14.0| model 3: 2.6| model 4: 25.4| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -8.19
+                                                           dm:    0.05
+                                                           dx:    0.04
 Iteration 38
 	model frequencies (percent)
-	model 1: 19.5| model 2: 13.9| model 3: 1.5| model 4: 26.4| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    0.18
-                                                           dm:    0.09
-                                                           dx:    0.35
+	model 1: 19.3| model 2: 14.0| model 3: 2.6| model 4: 25.4| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    6.79
+                                                           dm:    0.01
+                                                           dx:    0.06
 Iteration 39
 	model frequencies (percent)
-	model 1: 19.5| model 2: 13.9| model 3: 1.5| model 4: 26.5| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    4.15
+	model 1: 19.3| model 2: 14.0| model 3: 2.5| model 4: 25.5| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -6.45
                                                            dm:    0.03
-                                                           dx:    0.29
+                                                           dx:    0.04
 Iteration 40
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -0.10
-                                                           dm:    0.19
+	model 1: 19.3| model 2: 14.0| model 3: 2.6| model 4: 25.4| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:    3.89
+                                                           dm:    0.02
                                                            dx:    0.07
 Iteration 41
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    1.37
-                                                           dm:    0.02
-                                                           dx:    0.46
+	model 1: 19.3| model 2: 14.0| model 3: 2.5| model 4: 25.5| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -0.51
+                                                           dm:    0.09
+                                                           dx:    0.05
 Iteration 42
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 2.1| model 4: 26.0| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -1.81
-                                                           dm:    0.26
-                                                           dx:    1.10
+	model 1: 19.3| model 2: 14.0| model 3: 2.5| model 4: 25.5| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -0.75
+                                                           dm:    0.06
+                                                           dx:    0.01
 Iteration 43
 	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    0.10
-                                                           dm:    0.21
-                                                           dx:    0.28
-Iteration 44
-	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    3.62
-                                                           dm:    0.04
-                                                           dx:    0.23
-Iteration 45
-	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 2.1| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -3.74
-                                                           dm:    0.32
-                                                           dx:    0.93
-Iteration 46
-	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.9| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    0.14
-                                                           dm:    0.26
-                                                           dx:    0.28
-Iteration 47
-	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.2| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:   -0.02
+	model 1: 19.3| model 2: 14.0| model 3: 2.6| model 4: 25.4| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
+                                                           dL:   -1.26
                                                            dm:    0.05
-                                                           dx:    0.24
-Iteration 48
-	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    0.03
-                                                           dm:    0.02
-                                                           dx:    0.25
-Iteration 49
-	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 1.8| model 4: 26.3| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    3.97
-                                                           dm:    0.00
-                                                           dx:    0.20
-Iteration 50
-	model frequencies (percent)
-	model 1: 19.4| model 2: 13.9| model 3: 2.2| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:    8.45
-                                                           dm:    0.34
-                                                           dx:    0.96
-Iteration 51
-	model frequencies (percent)
-	model 1: 19.3| model 2: 13.9| model 3: 2.2| model 4: 25.9| model 5: 15.0| model 6: 11.7| model 7: 12.0| 
-                                                           dL:  -13.21
-                                                           dm:    0.01
-                                                           dx:    0.45
+                                                           dx:    0.01
+                                                          Converged :]

hbi_output/1237/300_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:27:01
+Hierarchical Bayesian Inference                    2026-05-22 15:41:14
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,236 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 59.3| model 2: 15.8| model 3: 5.2| model 4: 14.2| model 5: 3.3| model 6: 0.8| model 7: 1.3| 
-                                                           dL:  371.59
-                                                           dm:   40.69
-                                                           dx:   11.19
+	model 1: 52.5| model 2: 13.2| model 3: 1.7| model 4: 19.8| model 5: 6.5| model 6: 2.7| model 7: 3.7| 
+                                                           dL:  312.12
+                                                           dm:   47.48
+                                                           dx:    7.78
 Iteration 03
 	model frequencies (percent)
-	model 1: 62.1| model 2: 15.2| model 3: 2.4| model 4: 11.2| model 5: 4.4| model 6: 1.9| model 7: 2.9| 
-                                                           dL:   63.31
-                                                           dm:    2.81
-                                                           dx:    0.77
+	model 1: 58.3| model 2: 14.1| model 3: 0.9| model 4: 14.8| model 5: 5.6| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   20.05
+                                                           dm:    5.74
+                                                           dx:    0.49
 Iteration 04
 	model frequencies (percent)
-	model 1: 61.6| model 2: 14.7| model 3: 1.5| model 4: 11.3| model 5: 5.0| model 6: 2.5| model 7: 3.4| 
-                                                           dL:   18.32
-                                                           dm:    0.56
-                                                           dx:    0.40
+	model 1: 60.3| model 2: 14.3| model 3: 0.5| model 4: 13.2| model 5: 5.4| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   21.56
+                                                           dm:    2.07
+                                                           dx:    0.24
 Iteration 05
 	model frequencies (percent)
-	model 1: 61.7| model 2: 14.6| model 3: 0.3| model 4: 12.2| model 5: 5.2| model 6: 2.6| model 7: 3.5| 
-                                                           dL:   26.05
-                                                           dm:    0.12
-                                                           dx:    0.32
+	model 1: 60.7| model 2: 14.3| model 3: 0.6| model 4: 12.8| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    6.10
+                                                           dm:    0.36
+                                                           dx:    0.27
 Iteration 06
 	model frequencies (percent)
-	model 1: 61.5| model 2: 14.4| model 3: 0.0| model 4: 12.6| model 5: 5.2| model 6: 2.7| model 7: 3.7| 
-                                                           dL:   23.58
-                                                           dm:    0.17
-                                                           dx:    0.56
+	model 1: 60.8| model 2: 14.3| model 3: 0.7| model 4: 12.7| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    6.41
+                                                           dm:    0.11
+                                                           dx:    0.35
 Iteration 07
 	model frequencies (percent)
-	model 1: 61.2| model 2: 14.3| model 3: 0.4| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:   10.69
-                                                           dm:    0.30
-                                                           dx:    3.11
+	model 1: 60.8| model 2: 14.2| model 3: 0.9| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -2.40
+                                                           dm:    0.04
+                                                           dx:    0.38
 Iteration 08
 	model frequencies (percent)
-	model 1: 61.0| model 2: 14.2| model 3: 0.7| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:   -0.25
-                                                           dm:    0.22
-                                                           dx:    0.88
+	model 1: 60.8| model 2: 14.2| model 3: 1.0| model 4: 12.4| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    2.71
+                                                           dm:    0.04
+                                                           dx:    0.27
 Iteration 09
 	model frequencies (percent)
-	model 1: 61.0| model 2: 14.2| model 3: 0.6| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    2.99
+	model 1: 60.8| model 2: 14.2| model 3: 1.1| model 4: 12.3| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    5.81
                                                            dm:    0.04
-                                                           dx:    0.57
+                                                           dx:    0.28
 Iteration 10
 	model frequencies (percent)
-	model 1: 61.0| model 2: 14.2| model 3: 0.7| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.57
-                                                           dm:    0.01
-                                                           dx:    0.56
+	model 1: 60.6| model 2: 14.2| model 3: 1.5| model 4: 12.0| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -6.35
+                                                           dm:    0.12
+                                                           dx:    0.31
 Iteration 11
 	model frequencies (percent)
-	model 1: 61.0| model 2: 14.1| model 3: 0.7| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    1.83
-                                                           dm:    0.01
-                                                           dx:    0.47
+	model 1: 60.5| model 2: 14.2| model 3: 1.6| model 4: 12.0| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -7.92
+                                                           dm:    0.16
+                                                           dx:    0.67
 Iteration 12
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.09
-                                                           dm:    0.01
-                                                           dx:    0.44
+	model 1: 60.7| model 2: 14.2| model 3: 1.3| model 4: 12.1| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    0.82
+                                                           dm:    0.26
+                                                           dx:    0.10
 Iteration 13
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:   -4.17
-                                                           dm:    0.01
-                                                           dx:    0.43
+	model 1: 61.0| model 2: 14.2| model 3: 1.3| model 4: 11.9| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -1.40
+                                                           dm:    0.24
+                                                           dx:    0.35
 Iteration 14
 	model frequencies (percent)
-	model 1: 61.3| model 2: 14.1| model 3: 0.3| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    3.71
-                                                           dm:    0.27
-                                                           dx:    0.72
+	model 1: 61.1| model 2: 14.2| model 3: 1.2| model 4: 11.8| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    5.96
+                                                           dm:    0.15
+                                                           dx:    0.15
 Iteration 15
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.72
-                                                           dm:    0.25
-                                                           dx:    0.30
+	model 1: 60.7| model 2: 14.2| model 3: 1.7| model 4: 11.8| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:  -16.30
+                                                           dm:    0.47
+                                                           dx:    0.22
 Iteration 16
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.02
-                                                           dm:    0.00
+	model 1: 61.2| model 2: 14.2| model 3: 1.1| model 4: 11.8| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   24.74
+                                                           dm:    0.53
                                                            dx:    0.11
 Iteration 17
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.01
-                                                           dm:    0.00
-                                                           dx:    0.08
+	model 1: 60.9| model 2: 14.2| model 3: 1.6| model 4: 11.7| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -4.95
+                                                           dm:    0.31
+                                                           dx:    0.07
 Iteration 18
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.5| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.08
+	model 1: 60.7| model 2: 14.2| model 3: 1.9| model 4: 11.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:  -10.51
+                                                           dm:    0.22
+                                                           dx:    0.04
 Iteration 19
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.08
+	model 1: 61.1| model 2: 14.2| model 3: 1.2| model 4: 11.8| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    7.19
+                                                           dm:    0.44
+                                                           dx:    0.15
 Iteration 20
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.07
+	model 1: 60.6| model 2: 14.2| model 3: 1.9| model 4: 11.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -8.01
+                                                           dm:    0.49
+                                                           dx:    0.12
 Iteration 21
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.06
+	model 1: 61.2| model 2: 14.2| model 3: 1.1| model 4: 11.9| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    5.64
+                                                           dm:    0.57
+                                                           dx:    0.17
 Iteration 22
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.05
+	model 1: 60.8| model 2: 14.2| model 3: 1.6| model 4: 11.8| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -4.69
+                                                           dm:    0.39
+                                                           dx:    0.09
 Iteration 23
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
+	model 1: 61.0| model 2: 14.2| model 3: 1.1| model 4: 12.0| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    6.55
+                                                           dm:    0.25
                                                            dx:    0.05
 Iteration 24
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.04
+	model 1: 60.9| model 2: 14.2| model 3: 1.3| model 4: 12.1| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -8.53
+                                                           dm:    0.17
+                                                           dx:    0.11
 Iteration 25
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.04
+	model 1: 61.2| model 2: 14.2| model 3: 0.7| model 4: 12.4| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    9.51
+                                                           dm:    0.30
+                                                           dx:    0.10
 Iteration 26
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.04
+	model 1: 60.9| model 2: 14.1| model 3: 1.1| model 4: 12.2| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   11.45
+                                                           dm:    0.29
+                                                           dx:    0.19
 Iteration 27
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.03
+	model 1: 60.4| model 2: 14.1| model 3: 1.7| model 4: 12.1| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:  -13.90
+                                                           dm:    0.45
+                                                           dx:    0.20
 Iteration 28
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.03
+	model 1: 60.8| model 2: 14.2| model 3: 1.3| model 4: 12.1| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    2.88
+                                                           dm:    0.37
+                                                           dx:    0.08
 Iteration 29
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.03
+	model 1: 60.9| model 2: 14.2| model 3: 1.2| model 4: 12.0| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -8.29
+                                                           dm:    0.15
+                                                           dx:    0.32
 Iteration 30
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.02
+	model 1: 60.9| model 2: 14.2| model 3: 1.3| model 4: 11.9| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    1.01
+                                                           dm:    0.02
+                                                           dx:    0.13
 Iteration 31
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
+	model 1: 60.9| model 2: 14.2| model 3: 1.4| model 4: 11.9| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -5.47
                                                            dm:    0.00
-                                                           dx:    0.02
+                                                           dx:    0.04
 Iteration 32
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.02
+	model 1: 61.1| model 2: 14.2| model 3: 1.0| model 4: 12.1| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   16.77
+                                                           dm:    0.19
+                                                           dx:    0.14
 Iteration 33
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:   -0.00
-                                                           dm:    0.00
-                                                           dx:    0.02
+	model 1: 60.9| model 2: 14.2| model 3: 1.3| model 4: 12.1| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -1.29
+                                                           dm:    0.25
+                                                           dx:    0.19
 Iteration 34
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.02
+	model 1: 60.7| model 2: 14.2| model 3: 1.3| model 4: 12.3| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:  -16.77
+                                                           dm:    0.19
+                                                           dx:    0.27
 Iteration 35
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.01
+	model 1: 61.1| model 2: 14.1| model 3: 0.9| model 4: 12.2| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    7.24
+                                                           dm:    0.46
+                                                           dx:    0.09
 Iteration 36
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.01
+	model 1: 61.0| model 2: 14.1| model 3: 1.0| model 4: 12.2| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    7.58
+                                                           dm:    0.18
+                                                           dx:    0.16
 Iteration 37
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:   -0.00
-                                                           dm:    0.00
-                                                           dx:    0.01
+	model 1: 60.7| model 2: 14.1| model 3: 1.2| model 4: 12.3| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:  -17.08
+                                                           dm:    0.26
+                                                           dx:    0.24
 Iteration 38
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.01
+	model 1: 61.3| model 2: 14.1| model 3: 0.6| model 4: 12.3| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   22.67
+                                                           dm:    0.58
+                                                           dx:    0.11
 Iteration 39
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:   -0.00
-                                                           dm:    0.00
-                                                           dx:    0.01
+	model 1: 61.0| model 2: 14.1| model 3: 1.3| model 4: 12.0| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    7.44
+                                                           dm:    0.29
+                                                           dx:    0.08
 Iteration 40
 	model frequencies (percent)
-	model 1: 61.1| model 2: 14.1| model 3: 0.7| model 4: 12.6| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
-                                                           dL:    0.00
-                                                           dm:    0.00
-                                                           dx:    0.01
-                                                          Converged :]
+	model 1: 60.4| model 2: 14.2| model 3: 1.8| model 4: 12.0| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:  -15.08
+                                                           dm:    0.55
+                                                           dx:    0.16
+Iteration 41
+	model frequencies (percent)
+	model 1: 60.8| model 2: 14.2| model 3: 1.4| model 4: 11.9| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -4.95
+                                                           dm:    0.39
+                                                           dx:    0.10
+Iteration 42
+	model frequencies (percent)
+	model 1: 61.1| model 2: 14.2| model 3: 0.9| model 4: 12.2| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    7.00
+                                                           dm:    0.24
+                                                           dx:    0.07
+Iteration 43
+	model frequencies (percent)
+	model 1: 61.0| model 2: 14.1| model 3: 1.3| model 4: 11.9| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -6.78
+                                                           dm:    0.07
+                                                           dx:    0.07
+Iteration 44
+	model frequencies (percent)
+	model 1: 60.9| model 2: 14.2| model 3: 1.3| model 4: 12.0| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -3.20
+                                                           dm:    0.06
+                                                           dx:    0.06
+Iteration 45
+	model frequencies (percent)
+	model 1: 61.2| model 2: 14.2| model 3: 0.7| model 4: 12.3| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   14.40
+                                                           dm:    0.24
+                                                           dx:    0.11
+Iteration 46
+	model frequencies (percent)
+	model 1: 60.6| model 2: 14.1| model 3: 1.4| model 4: 12.3| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:  -17.15
+                                                           dm:    0.59
+                                                           dx:    0.29
+Iteration 47
+	model frequencies (percent)
+	model 1: 61.1| model 2: 14.1| model 3: 1.0| model 4: 12.1| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    0.71
+                                                           dm:    0.48
+                                                           dx:    0.09
+Iteration 48
+	model frequencies (percent)
+	model 1: 61.2| model 2: 14.1| model 3: 0.7| model 4: 12.3| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   12.14
+                                                           dm:    0.14
+                                                           dx:    0.10
+Iteration 49
+	model frequencies (percent)
+	model 1: 60.7| model 2: 14.1| model 3: 1.1| model 4: 12.4| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:  -11.52
+                                                           dm:    0.49
+                                                           dx:    0.22
+Iteration 50
+	model frequencies (percent)
+	model 1: 61.2| model 2: 14.1| model 3: 0.8| model 4: 12.3| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:    7.32
+                                                           dm:    0.45
+                                                           dx:    0.10
+Iteration 51
+	model frequencies (percent)
+	model 1: 61.1| model 2: 14.1| model 3: 1.1| model 4: 12.1| model 5: 5.3| model 6: 2.7| model 7: 3.7| 
+                                                           dL:   -0.72
+                                                           dm:    0.04
+                                                           dx:    0.14

hbi_output/1238/150_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:21:54
+Hierarchical Bayesian Inference                    2026-05-22 16:01:04
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,278 +17,272 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 32.0| model 2: 17.4| model 3: 15.1| model 4: 23.0| model 5: 7.6| model 6: 2.8| model 7: 2.1| 
-                                                           dL:  149.24
-                                                           dm:   68.01
-                                                           dx:    9.09
+	model 1: 19.4| model 2: 15.4| model 3: 6.6| model 4: 22.2| model 5: 13.1| model 6: 11.4| model 7: 12.0| 
+                                                           dL:  101.97
+                                                           dm:   77.84
+                                                           dx:    6.52
 Iteration 03
 	model frequencies (percent)
-	model 1: 26.8| model 2: 16.3| model 3: 9.3| model 4: 24.2| model 5: 11.3| model 6: 7.1| model 7: 5.0| 
-                                                           dL:   68.81
-                                                           dm:    5.19
-                                                           dx:    0.97
+	model 1: 17.8| model 2: 15.7| model 3: 4.3| model 4: 23.6| model 5: 13.2| model 6: 12.4| model 7: 13.1| 
+                                                           dL:   19.84
+                                                           dm:    1.40
+                                                           dx:    1.10
 Iteration 04
 	model frequencies (percent)
-	model 1: 20.4| model 2: 16.0| model 3: 4.9| model 4: 26.3| model 5: 12.5| model 6: 10.8| model 7: 8.9| 
-                                                           dL:   40.76
-                                                           dm:    2.14
-                                                           dx:    0.64
+	model 1: 17.5| model 2: 16.4| model 3: 3.6| model 4: 23.4| model 5: 13.3| model 6: 12.6| model 7: 13.2| 
+                                                           dL:    3.01
+                                                           dm:    0.20
+                                                           dx:    0.25
 Iteration 05
 	model frequencies (percent)
-	model 1: 18.5| model 2: 15.9| model 3: 2.1| model 4: 26.6| model 5: 13.0| model 6: 12.2| model 7: 11.6| 
-                                                           dL:   19.76
-                                                           dm:    0.23
-                                                           dx:    0.35
+	model 1: 17.7| model 2: 16.5| model 3: 3.5| model 4: 23.1| model 5: 13.4| model 6: 12.6| model 7: 13.3| 
+                                                           dL:   -0.17
+                                                           dm:    0.28
+                                                           dx:    0.15
 Iteration 06
 	model frequencies (percent)
-	model 1: 18.5| model 2: 16.4| model 3: 0.5| model 4: 25.8| model 5: 13.2| model 6: 12.6| model 7: 12.9| 
-                                                           dL:    7.38
-                                                           dm:    0.72
-                                                           dx:    0.16
+	model 1: 17.8| model 2: 16.5| model 3: 3.5| model 4: 22.8| model 5: 13.4| model 6: 12.6| model 7: 13.3| 
+                                                           dL:   -0.96
+                                                           dm:    0.28
+                                                           dx:    0.14
 Iteration 07
 	model frequencies (percent)
-	model 1: 18.7| model 2: 16.4| model 3: 0.0| model 4: 25.5| model 5: 13.3| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    9.19
-                                                           dm:    0.33
-                                                           dx:    0.24
+	model 1: 18.0| model 2: 16.5| model 3: 3.5| model 4: 22.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    4.44
+                                                           dm:    0.19
+                                                           dx:    0.15
 Iteration 08
 	model frequencies (percent)
-	model 1: 18.6| model 2: 16.4| model 3: 0.9| model 4: 24.7| model 5: 13.4| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    6.11
-                                                           dm:    0.84
-                                                           dx:    2.39
+	model 1: 18.0| model 2: 16.5| model 3: 4.2| model 4: 21.9| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -0.25
+                                                           dm:    0.76
+                                                           dx:    0.11
 Iteration 09
 	model frequencies (percent)
-	model 1: 18.5| model 2: 16.5| model 3: 1.8| model 4: 23.8| model 5: 13.4| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    2.17
-                                                           dm:    0.85
-                                                           dx:    0.76
+	model 1: 18.1| model 2: 16.5| model 3: 4.2| model 4: 21.7| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -3.66
+                                                           dm:    0.16
+                                                           dx:    0.09
 Iteration 10
 	model frequencies (percent)
-	model 1: 18.5| model 2: 16.5| model 3: 2.5| model 4: 23.2| model 5: 13.4| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    3.45
-                                                           dm:    0.67
-                                                           dx:    0.47
+	model 1: 18.2| model 2: 16.5| model 3: 4.2| model 4: 21.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    1.36
+                                                           dm:    0.07
+                                                           dx:    0.11
 Iteration 11
 	model frequencies (percent)
-	model 1: 18.5| model 2: 16.5| model 3: 2.9| model 4: 22.8| model 5: 13.4| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    1.01
-                                                           dm:    0.38
-                                                           dx:    0.43
+	model 1: 18.2| model 2: 16.5| model 3: 3.5| model 4: 22.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    1.93
+                                                           dm:    0.68
+                                                           dx:    0.08
 Iteration 12
 	model frequencies (percent)
-	model 1: 18.4| model 2: 16.5| model 3: 2.7| model 4: 23.0| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    2.03
-                                                           dm:    0.21
-                                                           dx:    0.48
+	model 1: 18.2| model 2: 16.5| model 3: 4.0| model 4: 21.8| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -3.69
+                                                           dm:    0.52
+                                                           dx:    0.14
 Iteration 13
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 2.7| model 4: 23.0| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -1.39
-                                                           dm:    0.00
-                                                           dx:    0.39
+	model 1: 18.2| model 2: 16.5| model 3: 3.9| model 4: 21.8| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    3.63
+                                                           dm:    0.02
+                                                           dx:    0.14
 Iteration 14
 	model frequencies (percent)
-	model 1: 18.4| model 2: 16.5| model 3: 2.6| model 4: 23.1| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    3.17
-                                                           dm:    0.06
-                                                           dx:    0.33
+	model 1: 18.3| model 2: 16.5| model 3: 4.1| model 4: 21.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    2.06
+                                                           dm:    0.17
+                                                           dx:    0.13
 Iteration 15
 	model frequencies (percent)
-	model 1: 18.2| model 2: 16.5| model 3: 3.3| model 4: 22.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.98
-                                                           dm:    0.49
-                                                           dx:    0.24
+	model 1: 18.3| model 2: 16.5| model 3: 4.0| model 4: 21.7| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:  -14.40
+                                                           dm:    0.06
+                                                           dx:    0.15
 Iteration 16
 	model frequencies (percent)
-	model 1: 18.2| model 2: 16.5| model 3: 3.5| model 4: 22.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -0.27
-                                                           dm:    0.19
-                                                           dx:    0.22
+	model 1: 18.7| model 2: 16.5| model 3: 2.3| model 4: 23.0| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    8.40
+                                                           dm:    1.33
+                                                           dx:    0.14
 Iteration 17
 	model frequencies (percent)
-	model 1: 18.2| model 2: 16.5| model 3: 3.8| model 4: 22.0| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    1.77
-                                                           dm:    0.42
-                                                           dx:    0.19
+	model 1: 18.4| model 2: 16.5| model 3: 2.7| model 4: 22.9| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.88
+                                                           dm:    0.12
+                                                           dx:    0.25
 Iteration 18
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.0| model 4: 21.7| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.26
-                                                           dm:    0.24
-                                                           dx:    0.23
+	model 1: 18.4| model 2: 16.5| model 3: 2.8| model 4: 22.9| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    2.37
+                                                           dm:    0.03
+                                                           dx:    0.22
 Iteration 19
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.1| model 4: 21.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    2.10
-                                                           dm:    0.09
-                                                           dx:    0.22
+	model 1: 18.4| model 2: 16.5| model 3: 2.7| model 4: 23.0| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    4.30
+                                                           dm:    0.08
+                                                           dx:    0.24
 Iteration 20
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.1| model 4: 21.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -5.18
-                                                           dm:    0.04
-                                                           dx:    0.24
+	model 1: 18.2| model 2: 16.5| model 3: 3.6| model 4: 22.2| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    1.89
+                                                           dm:    0.72
+                                                           dx:    0.26
 Iteration 21
 	model frequencies (percent)
-	model 1: 18.5| model 2: 16.5| model 3: 3.5| model 4: 22.0| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    5.28
-                                                           dm:    0.42
-                                                           dx:    0.27
+	model 1: 18.2| model 2: 16.5| model 3: 4.1| model 4: 21.7| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.31
+                                                           dm:    0.51
+                                                           dx:    0.17
 Iteration 22
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.0| model 4: 21.7| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.58
-                                                           dm:    0.30
-                                                           dx:    0.21
+	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.17
+                                                           dm:    0.16
+                                                           dx:    0.18
 Iteration 23
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.1| model 4: 21.5| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -0.13
-                                                           dm:    0.16
-                                                           dx:    0.24
+	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.5| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -0.05
+                                                           dm:    0.06
+                                                           dx:    0.19
 Iteration 24
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.1| model 4: 21.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.32
-                                                           dm:    0.03
-                                                           dx:    0.22
+	model 1: 18.3| model 2: 16.5| model 3: 4.1| model 4: 21.5| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    2.23
+                                                           dm:    0.04
+                                                           dx:    0.19
 Iteration 25
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.5| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -0.08
-                                                           dm:    0.07
-                                                           dx:    0.22
+	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -0.12
+                                                           dm:    0.08
+                                                           dx:    0.16
 Iteration 26
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.1| model 4: 21.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.24
-                                                           dm:    0.05
-                                                           dx:    0.22
+	model 1: 18.3| model 2: 16.5| model 3: 4.0| model 4: 21.6| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.52
+                                                           dm:    0.17
+                                                           dx:    0.15
 Iteration 27
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.1| model 4: 21.5| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.02
-                                                           dm:    0.01
-                                                           dx:    0.20
+	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -0.08
+                                                           dm:    0.17
+                                                           dx:    0.12
 Iteration 28
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.1| model 4: 21.5| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.24
-                                                           dm:    0.02
-                                                           dx:    0.19
+	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.10
+                                                           dm:    0.01
+                                                           dx:    0.10
 Iteration 29
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.5| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -0.03
-                                                           dm:    0.03
-                                                           dx:    0.17
+	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.31
+                                                           dm:    0.01
+                                                           dx:    0.09
 Iteration 30
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.5| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.41
-                                                           dm:    0.01
-                                                           dx:    0.15
+	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -0.24
+                                                           dm:    0.10
+                                                           dx:    0.09
 Iteration 31
 	model frequencies (percent)
 	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -1.35
-                                                           dm:    0.08
-                                                           dx:    0.14
+                                                           dL:    0.04
+                                                           dm:    0.06
+                                                           dx:    0.07
 Iteration 32
 	model frequencies (percent)
 	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    1.22
-                                                           dm:    0.04
-                                                           dx:    0.15
+                                                           dL:    0.12
+                                                           dm:    0.02
+                                                           dx:    0.05
 Iteration 33
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.21
+	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -0.02
                                                            dm:    0.01
-                                                           dx:    0.10
+                                                           dx:    0.05
 Iteration 34
 	model frequencies (percent)
 	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.05
-                                                           dm:    0.06
-                                                           dx:    0.09
+                                                           dL:   -0.19
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 35
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.4| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.03
-                                                           dm:    0.03
-                                                           dx:    0.07
+	model 1: 18.3| model 2: 16.5| model 3: 4.2| model 4: 21.5| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.06
+                                                           dm:    0.07
+                                                           dx:    0.03
 Iteration 36
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.4| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.10
-                                                           dm:    0.02
+	model 1: 18.4| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.39
+                                                           dm:    0.03
                                                            dx:    0.06
 Iteration 37
 	model frequencies (percent)
 	model 1: 18.3| model 2: 16.5| model 3: 4.4| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -0.31
-                                                           dm:    0.02
-                                                           dx:    0.06
+                                                           dL:   -0.37
+                                                           dm:    0.10
+                                                           dx:    0.08
 Iteration 38
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -0.03
+	model 1: 18.4| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -0.05
                                                            dm:    0.06
-                                                           dx:    0.05
+                                                           dx:    0.03
 Iteration 39
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.36
+	model 1: 18.4| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.07
                                                            dm:    0.02
-                                                           dx:    0.06
+                                                           dx:    0.05
 Iteration 40
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.4| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -0.48
-                                                           dm:    0.07
-                                                           dx:    0.06
+	model 1: 18.4| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.32
+                                                           dm:    0.01
+                                                           dx:    0.02
 Iteration 41
 	model frequencies (percent)
-	model 1: 18.4| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.21
-                                                           dm:    0.09
-                                                           dx:    0.09
+	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -1.20
+                                                           dm:    0.06
+                                                           dx:    0.08
 Iteration 42
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.01
-                                                           dm:    0.02
-                                                           dx:    0.02
+	model 1: 18.3| model 2: 16.5| model 3: 4.4| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    1.17
+                                                           dm:    0.03
+                                                           dx:    0.03
 Iteration 43
 	model frequencies (percent)
-	model 1: 18.4| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -0.02
-                                                           dm:    0.02
-                                                           dx:    0.02
+	model 1: 18.3| model 2: 16.5| model 3: 4.4| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.11
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 44
 	model frequencies (percent)
-	model 1: 18.4| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -0.02
-                                                           dm:    0.00
-                                                           dx:    0.01
+	model 1: 18.3| model 2: 16.5| model 3: 4.4| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:   -0.51
+                                                           dm:    0.02
+                                                           dx:    0.05
 Iteration 45
 	model frequencies (percent)
 	model 1: 18.4| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    1.63
-                                                           dm:    0.00
-                                                           dx:    0.01
+                                                           dL:    0.17
+                                                           dm:    0.10
+                                                           dx:    0.09
 Iteration 46
 	model frequencies (percent)
-	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.3| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:   -1.56
-                                                           dm:    0.08
-                                                           dx:    0.01
-Iteration 47
-	model frequencies (percent)
-	model 1: 18.4| model 2: 16.5| model 3: 4.2| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
-                                                           dL:    0.05
-                                                           dm:    0.06
+	model 1: 18.3| model 2: 16.5| model 3: 4.3| model 4: 21.4| model 5: 13.5| model 6: 12.7| model 7: 13.3| 
+                                                           dL:    0.17
+                                                           dm:    0.00
                                                            dx:    0.01
                                                           Converged :]

hbi_output/1238/150_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:28:58
+Hierarchical Bayesian Inference                    2026-05-22 16:10:46
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,104 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 59.7| model 2: 13.6| model 3: 9.8| model 4: 12.5| model 5: 3.5| model 6: 0.3| model 7: 0.7| 
-                                                           dL:  234.92
-                                                           dm:   40.33
-                                                           dx:   11.44
+	model 1: 53.5| model 2: 12.5| model 3: 5.8| model 4: 17.7| model 5: 5.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:  164.48
+                                                           dm:   46.53
+                                                           dx:    8.77
 Iteration 03
 	model frequencies (percent)
-	model 1: 63.4| model 2: 13.2| model 3: 8.0| model 4: 9.6| model 5: 4.4| model 6: 0.2| model 7: 1.1| 
-                                                           dL:    6.18
-                                                           dm:    3.75
-                                                           dx:    0.63
+	model 1: 60.4| model 2: 13.4| model 3: 4.2| model 4: 12.2| model 5: 5.1| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   15.65
+                                                           dm:    6.97
+                                                           dx:    0.45
 Iteration 04
 	model frequencies (percent)
-	model 1: 63.0| model 2: 13.6| model 3: 7.2| model 4: 9.7| model 5: 4.7| model 6: 0.2| model 7: 1.5| 
-                                                           dL:   -8.32
-                                                           dm:    0.39
-                                                           dx:    0.36
+	model 1: 62.0| model 2: 13.7| model 3: 4.4| model 4: 10.3| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    2.56
+                                                           dm:    1.61
+                                                           dx:    0.17
 Iteration 05
 	model frequencies (percent)
-	model 1: 65.1| model 2: 13.7| model 3: 4.2| model 4: 10.3| model 5: 4.8| model 6: 0.1| model 7: 1.7| 
-                                                           dL:    4.30
-                                                           dm:    2.11
-                                                           dx:    0.25
+	model 1: 62.2| model 2: 13.7| model 3: 4.9| model 4: 9.6| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    3.81
+                                                           dm:    0.20
+                                                           dx:    0.14
 Iteration 06
 	model frequencies (percent)
-	model 1: 65.2| model 2: 13.7| model 3: 3.2| model 4: 10.7| model 5: 4.8| model 6: 0.2| model 7: 2.2| 
-                                                           dL:   -0.29
-                                                           dm:    0.08
-                                                           dx:    0.17
+	model 1: 62.5| model 2: 13.7| model 3: 4.8| model 4: 9.4| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -0.09
+                                                           dm:    0.30
+                                                           dx:    0.11
 Iteration 07
 	model frequencies (percent)
-	model 1: 65.2| model 2: 13.7| model 3: 1.9| model 4: 11.6| model 5: 4.8| model 6: 0.3| model 7: 2.5| 
-                                                           dL:    3.14
+	model 1: 62.6| model 2: 13.7| model 3: 4.8| model 4: 9.3| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    3.47
                                                            dm:    0.04
-                                                           dx:    0.32
+                                                           dx:    0.06
 Iteration 08
 	model frequencies (percent)
-	model 1: 64.7| model 2: 13.6| model 3: 1.9| model 4: 11.8| model 5: 4.8| model 6: 0.5| model 7: 2.7| 
-                                                           dL:    1.28
-                                                           dm:    0.52
-                                                           dx:    0.17
+	model 1: 62.5| model 2: 13.7| model 3: 5.1| model 4: 9.2| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -2.27
+                                                           dm:    0.12
+                                                           dx:    0.05
 Iteration 09
 	model frequencies (percent)
-	model 1: 64.3| model 2: 13.6| model 3: 2.0| model 4: 11.9| model 5: 4.8| model 6: 0.7| model 7: 2.7| 
-                                                           dL:   -0.04
-                                                           dm:    0.43
-                                                           dx:    0.18
+	model 1: 62.8| model 2: 13.7| model 3: 4.6| model 4: 9.4| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.94
+                                                           dm:    0.30
+                                                           dx:    0.14
 Iteration 10
 	model frequencies (percent)
-	model 1: 64.4| model 2: 13.6| model 3: 1.5| model 4: 12.0| model 5: 4.8| model 6: 1.0| model 7: 2.7| 
-                                                           dL:    1.02
+	model 1: 62.9| model 2: 13.7| model 3: 4.5| model 4: 9.4| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -1.21
                                                            dm:    0.08
-                                                           dx:    0.09
+                                                           dx:    0.17
 Iteration 11
 	model frequencies (percent)
-	model 1: 64.4| model 2: 13.6| model 3: 0.9| model 4: 12.2| model 5: 4.8| model 6: 1.4| model 7: 2.7| 
-                                                           dL:    2.19
-                                                           dm:    0.00
-                                                           dx:    0.15
+	model 1: 62.9| model 2: 13.7| model 3: 4.5| model 4: 9.4| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    2.39
+                                                           dm:    0.08
+                                                           dx:    0.12
 Iteration 12
 	model frequencies (percent)
-	model 1: 64.4| model 2: 13.6| model 3: 0.3| model 4: 12.3| model 5: 4.8| model 6: 1.9| model 7: 2.7| 
-                                                           dL:    4.40
-                                                           dm:    0.00
-                                                           dx:    0.33
+	model 1: 62.7| model 2: 13.7| model 3: 4.6| model 4: 9.5| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -0.30
+                                                           dm:    0.19
+                                                           dx:    0.06
 Iteration 13
 	model frequencies (percent)
-	model 1: 64.1| model 2: 13.6| model 3: 0.4| model 4: 12.4| model 5: 4.8| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   11.14
-                                                           dm:    0.29
-                                                           dx:    0.81
+	model 1: 62.8| model 2: 13.7| model 3: 4.5| model 4: 9.5| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   -9.35
+                                                           dm:    0.02
+                                                           dx:    0.05
 Iteration 14
 	model frequencies (percent)
-	model 1: 63.4| model 2: 13.6| model 3: 1.3| model 4: 12.3| model 5: 4.8| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   11.72
-                                                           dm:    0.73
-                                                           dx:    0.98
+	model 1: 62.8| model 2: 13.7| model 3: 4.4| model 4: 9.6| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:   10.25
+                                                           dm:    0.09
+                                                           dx:    0.17
 Iteration 15
 	model frequencies (percent)
-	model 1: 62.7| model 2: 13.6| model 3: 2.1| model 4: 12.1| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    8.07
-                                                           dm:    0.63
-                                                           dx:    0.47
+	model 1: 62.7| model 2: 13.7| model 3: 4.5| model 4: 9.5| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.17
+                                                           dm:    0.11
+                                                           dx:    0.01
 Iteration 16
 	model frequencies (percent)
-	model 1: 62.6| model 2: 13.6| model 3: 2.9| model 4: 11.4| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.59
-                                                           dm:    0.15
-                                                           dx:    0.30
+	model 1: 62.7| model 2: 13.7| model 3: 4.6| model 4: 9.5| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.07
+                                                           dm:    0.01
+                                                           dx:    0.01
 Iteration 17
 	model frequencies (percent)
-	model 1: 62.8| model 2: 13.6| model 3: 2.8| model 4: 11.3| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -1.69
-                                                           dm:    0.22
-                                                           dx:    0.39
+	model 1: 62.7| model 2: 13.7| model 3: 4.6| model 4: 9.5| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+                                                           dL:    0.07
+                                                           dm:    0.00
+                                                           dx:    0.01
 Iteration 18
 	model frequencies (percent)
-	model 1: 63.0| model 2: 13.5| model 3: 2.7| model 4: 11.3| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    2.73
-                                                           dm:    0.22
-                                                           dx:    0.29
-Iteration 19
-	model frequencies (percent)
-	model 1: 62.9| model 2: 13.5| model 3: 2.8| model 4: 11.2| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.41
-                                                           dm:    0.08
-                                                           dx:    0.38
-Iteration 20
-	model frequencies (percent)
-	model 1: 62.6| model 2: 13.5| model 3: 3.2| model 4: 11.2| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.07
-                                                           dm:    0.30
-                                                           dx:    0.22
-Iteration 21
-	model frequencies (percent)
-	model 1: 62.8| model 2: 13.5| model 3: 3.0| model 4: 11.1| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.11
-                                                           dm:    0.16
-                                                           dx:    0.33
-Iteration 22
-	model frequencies (percent)
-	model 1: 62.6| model 2: 13.5| model 3: 3.3| model 4: 11.1| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    2.01
-                                                           dm:    0.24
-                                                           dx:    0.22
-Iteration 23
-	model frequencies (percent)
-	model 1: 62.4| model 2: 13.5| model 3: 3.5| model 4: 11.1| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.41
-                                                           dm:    0.17
-                                                           dx:    0.30
-Iteration 24
-	model frequencies (percent)
-	model 1: 62.4| model 2: 13.5| model 3: 3.4| model 4: 11.1| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -7.27
-                                                           dm:    0.05
-                                                           dx:    0.12
-Iteration 25
-	model frequencies (percent)
-	model 1: 62.2| model 2: 13.5| model 3: 3.6| model 4: 11.2| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.06
-                                                           dm:    0.26
-                                                           dx:    0.20
-Iteration 26
-	model frequencies (percent)
-	model 1: 62.2| model 2: 13.5| model 3: 3.8| model 4: 10.9| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.69
-                                                           dm:    0.03
-                                                           dx:    0.14
-Iteration 27
-	model frequencies (percent)
-	model 1: 62.1| model 2: 13.5| model 3: 4.1| model 4: 10.7| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.95
-                                                           dm:    0.06
-                                                           dx:    0.11
-Iteration 28
-	model frequencies (percent)
-	model 1: 62.2| model 2: 13.6| model 3: 4.1| model 4: 10.6| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.39
-                                                           dm:    0.06
-                                                           dx:    0.09
-Iteration 29
-	model frequencies (percent)
-	model 1: 62.2| model 2: 13.6| model 3: 4.3| model 4: 10.5| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    2.94
-                                                           dm:    0.01
-                                                           dx:    0.09
-Iteration 30
-	model frequencies (percent)
-	model 1: 62.2| model 2: 13.6| model 3: 4.4| model 4: 10.3| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.57
-                                                           dm:    0.05
-                                                           dx:    0.15
-Iteration 31
-	model frequencies (percent)
-	model 1: 62.3| model 2: 13.6| model 3: 4.5| model 4: 10.1| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    6.13
-                                                           dm:    0.07
-                                                           dx:    0.09
-Iteration 32
-	model frequencies (percent)
-	model 1: 62.3| model 2: 13.6| model 3: 4.6| model 4: 10.0| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.09
-                                                           dm:    0.06
-                                                           dx:    0.04
-Iteration 33
-	model frequencies (percent)
-	model 1: 62.4| model 2: 13.6| model 3: 4.6| model 4: 9.9| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
+	model 1: 62.7| model 2: 13.7| model 3: 4.6| model 4: 9.5| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
                                                            dL:    0.02
-                                                           dm:    0.05
-                                                           dx:    0.03
-Iteration 34
-	model frequencies (percent)
-	model 1: 62.5| model 2: 13.6| model 3: 4.6| model 4: 9.8| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -1.24
-                                                           dm:    0.05
-                                                           dx:    0.02
-Iteration 35
-	model frequencies (percent)
-	model 1: 62.5| model 2: 13.6| model 3: 4.6| model 4: 9.8| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.22
-                                                           dm:    0.07
-                                                           dx:    0.09
-Iteration 36
-	model frequencies (percent)
-	model 1: 62.6| model 2: 13.6| model 3: 4.5| model 4: 9.7| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -7.06
-                                                           dm:    0.07
-                                                           dx:    0.06
-Iteration 37
-	model frequencies (percent)
-	model 1: 62.6| model 2: 13.6| model 3: 4.5| model 4: 9.7| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.42
-                                                           dm:    0.05
-                                                           dx:    0.12
-Iteration 38
-	model frequencies (percent)
-	model 1: 62.6| model 2: 13.6| model 3: 4.6| model 4: 9.7| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.27
-                                                           dm:    0.07
-                                                           dx:    0.03
-Iteration 39
-	model frequencies (percent)
-	model 1: 62.6| model 2: 13.6| model 3: 4.6| model 4: 9.7| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.25
-                                                           dm:    0.02
-                                                           dx:    0.03
-Iteration 40
-	model frequencies (percent)
-	model 1: 62.5| model 2: 13.6| model 3: 4.6| model 4: 9.7| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -2.59
-                                                           dm:    0.00
-                                                           dx:    0.03
-Iteration 41
-	model frequencies (percent)
-	model 1: 62.6| model 2: 13.6| model 3: 4.3| model 4: 9.9| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   10.12
                                                            dm:    0.01
-                                                           dx:    0.11
-Iteration 42
-	model frequencies (percent)
-	model 1: 62.5| model 2: 13.6| model 3: 4.6| model 4: 9.8| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.03
-                                                           dm:    0.08
-                                                           dx:    0.09
-Iteration 43
-	model frequencies (percent)
-	model 1: 62.5| model 2: 13.6| model 3: 4.5| model 4: 9.8| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.05
-                                                           dm:    0.05
-                                                           dx:    0.03
-Iteration 44
-	model frequencies (percent)
-	model 1: 62.5| model 2: 13.6| model 3: 4.6| model 4: 9.8| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.02
-                                                           dm:    0.00
-                                                           dx:    0.04
-Iteration 45
-	model frequencies (percent)
-	model 1: 62.5| model 2: 13.6| model 3: 4.5| model 4: 9.8| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -0.27
-                                                           dm:    0.02
                                                            dx:    0.01
-Iteration 46
-	model frequencies (percent)
-	model 1: 62.5| model 2: 13.6| model 3: 4.5| model 4: 9.8| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -1.68
-                                                           dm:    0.01
-                                                           dx:    0.05
-Iteration 47
-	model frequencies (percent)
-	model 1: 62.6| model 2: 13.6| model 3: 4.5| model 4: 9.8| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.14
-                                                           dm:    0.06
-                                                           dx:    0.09
-Iteration 48
-	model frequencies (percent)
-	model 1: 62.7| model 2: 13.6| model 3: 4.4| model 4: 9.7| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.11
-                                                           dm:    0.10
-                                                           dx:    0.07
-Iteration 49
-	model frequencies (percent)
-	model 1: 62.7| model 2: 13.6| model 3: 4.4| model 4: 9.7| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    0.04
-                                                           dm:    0.02
-                                                           dx:    0.04
-Iteration 50
-	model frequencies (percent)
-	model 1: 62.7| model 2: 13.6| model 3: 4.5| model 4: 9.6| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:   -6.94
-                                                           dm:    0.02
-                                                           dx:    0.04
-Iteration 51
-	model frequencies (percent)
-	model 1: 62.7| model 2: 13.6| model 3: 4.5| model 4: 9.6| model 5: 4.9| model 6: 2.0| model 7: 2.7| 
-                                                           dL:    1.54
-                                                           dm:    0.01
-                                                           dx:    0.11
+                                                          Converged :]

hbi_output/1238/150_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:35:35
+Hierarchical Bayesian Inference                    2026-05-22 16:16:06
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 30.9| model 2: 17.4| model 3: 12.9| model 4: 24.2| model 5: 6.9| model 6: 4.0| model 7: 3.7| 
-                                                           dL:  178.33
-                                                           dm:   69.06
-                                                           dx:    9.88
+	model 1: 15.8| model 2: 15.1| model 3: 3.1| model 4: 24.6| model 5: 12.1| model 6: 15.7| model 7: 13.6| 
+                                                           dL:  123.13
+                                                           dm:   75.42
+                                                           dx:    6.19
 Iteration 03
 	model frequencies (percent)
-	model 1: 22.3| model 2: 15.5| model 3: 6.5| model 4: 24.8| model 5: 10.2| model 6: 11.4| model 7: 9.3| 
-                                                           dL:   88.42
-                                                           dm:    0.68
-                                                           dx:    0.63
+	model 1: 13.2| model 2: 15.1| model 3: 2.1| model 4: 25.5| model 5: 12.3| model 6: 17.3| model 7: 14.6| 
+                                                           dL:   17.46
+                                                           dm:    0.90
+                                                           dx:    0.68
 Iteration 04
 	model frequencies (percent)
-	model 1: 14.4| model 2: 15.4| model 3: 1.9| model 4: 27.4| model 5: 11.6| model 6: 16.4| model 7: 13.0| 
-                                                           dL:   47.31
-                                                           dm:    2.54
-                                                           dx:    0.48
+	model 1: 13.9| model 2: 15.0| model 3: 1.9| model 4: 24.6| model 5: 12.6| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    7.27
+                                                           dm:    0.90
+                                                           dx:    0.35
 Iteration 05
 	model frequencies (percent)
-	model 1: 13.6| model 2: 15.1| model 3: 0.2| model 4: 27.1| model 5: 12.3| model 6: 17.3| model 7: 14.4| 
-                                                           dL:   20.73
-                                                           dm:    0.32
-                                                           dx:    0.53
+	model 1: 14.3| model 2: 14.9| model 3: 1.8| model 4: 24.2| model 5: 12.8| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    3.40
+                                                           dm:    0.41
+                                                           dx:    0.38
 Iteration 06
 	model frequencies (percent)
-	model 1: 14.4| model 2: 15.0| model 3: 0.1| model 4: 25.9| model 5: 12.6| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   18.93
-                                                           dm:    1.11
-                                                           dx:    1.57
+	model 1: 14.4| model 2: 14.9| model 3: 1.6| model 4: 24.2| model 5: 13.0| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -2.40
+                                                           dm:    0.03
+                                                           dx:    0.47
 Iteration 07
 	model frequencies (percent)
-	model 1: 14.5| model 2: 14.9| model 3: 1.3| model 4: 24.5| model 5: 12.7| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    5.10
-                                                           dm:    1.45
-                                                           dx:    2.44
+	model 1: 13.7| model 2: 14.8| model 3: 2.0| model 4: 24.4| model 5: 13.0| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   11.39
+                                                           dm:    0.23
+                                                           dx:    0.77
 Iteration 08
 	model frequencies (percent)
-	model 1: 14.5| model 2: 14.9| model 3: 1.5| model 4: 24.3| model 5: 12.9| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    3.75
-                                                           dm:    0.24
-                                                           dx:    0.49
+	model 1: 13.4| model 2: 14.8| model 3: 2.0| model 4: 24.7| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -9.35
+                                                           dm:    0.31
+                                                           dx:    0.31
 Iteration 09
 	model frequencies (percent)
-	model 1: 13.4| model 2: 14.9| model 3: 2.7| model 4: 24.1| model 5: 13.0| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   18.33
-                                                           dm:    0.15
-                                                           dx:    1.11
+	model 1: 13.9| model 2: 14.7| model 3: 1.3| model 4: 24.9| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   10.55
+                                                           dm:    0.18
+                                                           dx:    0.22
 Iteration 10
 	model frequencies (percent)
-	model 1: 12.7| model 2: 14.8| model 3: 3.2| model 4: 24.2| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:  -10.64
-                                                           dm:    0.12
-                                                           dx:    0.67
+	model 1: 13.3| model 2: 14.7| model 3: 2.0| model 4: 24.9| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:  -10.92
+                                                           dm:    0.05
+                                                           dx:    0.35
 Iteration 11
 	model frequencies (percent)
-	model 1: 13.1| model 2: 14.8| model 3: 2.4| model 4: 24.7| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    2.76
-                                                           dm:    0.45
-                                                           dx:    0.36
+	model 1: 13.9| model 2: 14.6| model 3: 1.5| model 4: 24.9| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   11.68
+                                                           dm:    0.03
+                                                           dx:    0.82
 Iteration 12
 	model frequencies (percent)
-	model 1: 13.1| model 2: 14.7| model 3: 2.6| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    1.41
-                                                           dm:    0.14
-                                                           dx:    0.20
+	model 1: 13.3| model 2: 14.6| model 3: 2.0| model 4: 24.9| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -8.35
+                                                           dm:    0.03
+                                                           dx:    0.33
 Iteration 13
 	model frequencies (percent)
-	model 1: 13.0| model 2: 14.7| model 3: 2.6| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    0.76
-                                                           dm:    0.04
-                                                           dx:    0.13
+	model 1: 13.8| model 2: 14.6| model 3: 1.9| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   12.21
+                                                           dm:    0.44
+                                                           dx:    0.97
 Iteration 14
 	model frequencies (percent)
-	model 1: 13.0| model 2: 14.7| model 3: 2.6| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    0.41
-                                                           dm:    0.01
-                                                           dx:    0.10
+	model 1: 13.3| model 2: 14.7| model 3: 2.7| model 4: 24.2| model 5: 13.2| model 6: 17.3| model 7: 14.7| 
+                                                           dL:  -13.42
+                                                           dm:    0.24
+                                                           dx:    0.08
 Iteration 15
 	model frequencies (percent)
-	model 1: 13.0| model 2: 14.7| model 3: 2.7| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    9.23
-                                                           dm:    0.02
-                                                           dx:    0.08
+	model 1: 13.8| model 2: 14.7| model 3: 1.9| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    1.69
+                                                           dm:    0.23
+                                                           dx:    0.13
 Iteration 16
 	model frequencies (percent)
-	model 1: 12.3| model 2: 14.7| model 3: 3.3| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    6.41
-                                                           dm:    0.02
-                                                           dx:    0.19
+	model 1: 13.3| model 2: 14.7| model 3: 2.0| model 4: 24.8| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -2.20
+                                                           dm:    0.37
+                                                           dx:    0.36
 Iteration 17
 	model frequencies (percent)
-	model 1: 12.1| model 2: 14.6| model 3: 4.0| model 4: 24.7| model 5: 12.6| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -2.41
-                                                           dm:    0.19
-                                                           dx:    0.79
+	model 1: 13.8| model 2: 14.6| model 3: 1.3| model 4: 25.0| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    3.30
+                                                           dm:    0.20
+                                                           dx:    0.20
 Iteration 18
 	model frequencies (percent)
-	model 1: 12.1| model 2: 14.7| model 3: 3.3| model 4: 24.8| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -2.49
-                                                           dm:    0.04
-                                                           dx:    0.19
+	model 1: 13.9| model 2: 14.6| model 3: 1.3| model 4: 25.0| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   14.12
+                                                           dm:    0.07
+                                                           dx:    0.53
 Iteration 19
 	model frequencies (percent)
-	model 1: 12.0| model 2: 14.7| model 3: 3.3| model 4: 24.8| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -1.25
-                                                           dm:    0.05
-                                                           dx:    0.14
+	model 1: 12.6| model 2: 14.6| model 3: 2.7| model 4: 24.9| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -4.01
+                                                           dm:    0.07
+                                                           dx:    0.36
 Iteration 20
 	model frequencies (percent)
-	model 1: 12.0| model 2: 14.7| model 3: 3.2| model 4: 24.9| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -0.42
-                                                           dm:    0.10
-                                                           dx:    0.09
+	model 1: 13.0| model 2: 14.5| model 3: 2.8| model 4: 25.0| model 5: 12.7| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -5.34
+                                                           dm:    0.08
+                                                           dx:    0.99
 Iteration 21
 	model frequencies (percent)
-	model 1: 12.0| model 2: 14.7| model 3: 3.2| model 4: 25.0| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:  -11.34
-                                                           dm:    0.08
-                                                           dx:    0.06
+	model 1: 13.0| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    9.98
+                                                           dm:    0.38
+                                                           dx:    0.26
 Iteration 22
 	model frequencies (percent)
-	model 1: 12.0| model 2: 14.7| model 3: 3.1| model 4: 25.0| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    3.66
+	model 1: 13.0| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    2.04
                                                            dm:    0.04
-                                                           dx:    0.13
+                                                           dx:    0.22
 Iteration 23
 	model frequencies (percent)
-	model 1: 12.1| model 2: 14.7| model 3: 2.7| model 4: 25.4| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -0.89
-                                                           dm:    0.36
-                                                           dx:    0.08
+	model 1: 13.0| model 2: 14.7| model 3: 2.7| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -3.73
+                                                           dm:    0.02
+                                                           dx:    0.25
 Iteration 24
 	model frequencies (percent)
-	model 1: 12.6| model 2: 14.6| model 3: 2.4| model 4: 25.2| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    0.67
-                                                           dm:    0.21
-                                                           dx:    0.11
+	model 1: 13.1| model 2: 14.6| model 3: 3.2| model 4: 24.6| model 5: 12.6| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -6.62
+                                                           dm:    0.01
+                                                           dx:    0.76
 Iteration 25
 	model frequencies (percent)
-	model 1: 12.8| model 2: 14.6| model 3: 2.5| model 4: 24.9| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    0.28
-                                                           dm:    0.27
-                                                           dx:    0.08
+	model 1: 13.0| model 2: 14.7| model 3: 2.7| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    8.65
+                                                           dm:    0.05
+                                                           dx:    0.17
 Iteration 26
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.5| model 4: 24.8| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    5.16
-                                                           dm:    0.13
-                                                           dx:    0.05
+	model 1: 13.0| model 2: 14.7| model 3: 2.7| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -0.24
+                                                           dm:    0.04
+                                                           dx:    0.24
 Iteration 27
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -3.42
-                                                           dm:    0.18
-                                                           dx:    0.16
+	model 1: 13.0| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    4.61
+                                                           dm:    0.04
+                                                           dx:    0.20
 Iteration 28
 	model frequencies (percent)
 	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -0.68
+                                                           dL:   -3.42
                                                            dm:    0.03
-                                                           dx:    0.05
+                                                           dx:    0.03
 Iteration 29
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    4.26
-                                                           dm:    0.02
-                                                           dx:    0.06
+	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -0.77
+                                                           dm:    0.01
+                                                           dx:    0.10
 Iteration 30
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    2.97
-                                                           dm:    0.04
-                                                           dx:    0.12
+	model 1: 12.9| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -0.45
+                                                           dm:    0.03
+                                                           dx:    0.08
 Iteration 31
 	model frequencies (percent)
-	model 1: 12.3| model 2: 14.7| model 3: 3.3| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -1.13
-                                                           dm:    0.00
-                                                           dx:    0.06
+	model 1: 12.9| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    4.52
+                                                           dm:    0.03
+                                                           dx:    0.05
 Iteration 32
 	model frequencies (percent)
-	model 1: 12.8| model 2: 14.6| model 3: 3.2| model 4: 24.9| model 5: 12.6| model 6: 17.3| model 7: 14.7| 
-                                                           dL:  -10.68
-                                                           dm:    0.31
-                                                           dx:    0.74
+	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -3.43
+                                                           dm:    0.05
+                                                           dx:    0.13
 Iteration 33
 	model frequencies (percent)
 	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    4.44
-                                                           dm:    0.24
-                                                           dx:    0.17
+                                                           dL:   -0.73
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 34
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   11.00
-                                                           dm:    0.03
-                                                           dx:    0.24
+	model 1: 12.9| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    1.70
+                                                           dm:    0.02
+                                                           dx:    0.05
 Iteration 35
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.6| model 3: 3.3| model 4: 24.6| model 5: 12.6| model 6: 17.3| model 7: 14.7| 
-                                                           dL:  -11.34
-                                                           dm:    0.01
-                                                           dx:    0.42
+	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:  -13.76
+                                                           dm:    0.03
+                                                           dx:    0.06
 Iteration 36
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -9.95
-                                                           dm:    0.05
-                                                           dx:    0.47
+	model 1: 13.1| model 2: 14.7| model 3: 2.5| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   20.39
+                                                           dm:    0.01
+                                                           dx:    0.09
 Iteration 37
 	model frequencies (percent)
-	model 1: 13.0| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    9.21
-                                                           dm:    0.02
-                                                           dx:    0.19
+	model 1: 12.3| model 2: 14.7| model 3: 3.2| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -4.65
+                                                           dm:    0.06
+                                                           dx:    0.16
 Iteration 38
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.5| model 4: 24.7| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    0.30
-                                                           dm:    0.13
-                                                           dx:    0.13
+	model 1: 12.8| model 2: 14.7| model 3: 2.7| model 4: 24.7| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -3.37
+                                                           dm:    0.07
+                                                           dx:    0.11
 Iteration 39
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.5| model 4: 24.7| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    5.13
-                                                           dm:    0.01
-                                                           dx:    0.09
+	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -0.54
+                                                           dm:    0.08
+                                                           dx:    0.10
 Iteration 40
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -3.46
-                                                           dm:    0.12
-                                                           dx:    0.12
+	model 1: 12.9| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    4.41
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 41
 	model frequencies (percent)
 	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    1.12
-                                                           dm:    0.01
-                                                           dx:    0.06
+                                                           dL:   -3.43
+                                                           dm:    0.05
+                                                           dx:    0.11
 Iteration 42
 	model frequencies (percent)
 	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:  -13.80
-                                                           dm:    0.01
-                                                           dx:    0.07
+                                                           dL:    3.48
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 43
 	model frequencies (percent)
-	model 1: 13.1| model 2: 14.7| model 3: 2.5| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   25.45
+	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -3.32
                                                            dm:    0.01
-                                                           dx:    0.09
+                                                           dx:    0.07
 Iteration 44
 	model frequencies (percent)
-	model 1: 12.3| model 2: 14.7| model 3: 3.3| model 4: 24.5| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:  -14.52
-                                                           dm:    0.06
-                                                           dx:    0.34
+	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -0.80
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 45
 	model frequencies (percent)
-	model 1: 12.8| model 2: 14.7| model 3: 2.6| model 4: 24.8| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    0.33
-                                                           dm:    0.23
-                                                           dx:    0.15
+	model 1: 12.9| model 2: 14.7| model 3: 2.6| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    4.09
+                                                           dm:    0.02
+                                                           dx:    0.06
 Iteration 46
 	model frequencies (percent)
-	model 1: 12.9| model 2: 14.7| model 3: 2.6| model 4: 24.7| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    2.41
-                                                           dm:    0.05
-                                                           dx:    0.11
+	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   -5.73
+                                                           dm:    0.02
+                                                           dx:    0.10
 Iteration 47
 	model frequencies (percent)
 	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:  -13.42
-                                                           dm:    0.11
-                                                           dx:    0.07
+                                                           dL:  -11.90
+                                                           dm:    0.00
+                                                           dx:    0.24
 Iteration 48
 	model frequencies (percent)
-	model 1: 13.0| model 2: 14.7| model 3: 2.5| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   16.47
-                                                           dm:    0.01
-                                                           dx:    0.08
+	model 1: 13.2| model 2: 14.7| model 3: 2.3| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:   11.59
+                                                           dm:    0.05
+                                                           dx:    0.15
 Iteration 49
 	model frequencies (percent)
-	model 1: 13.0| model 2: 14.6| model 3: 3.2| model 4: 24.7| model 5: 12.6| model 6: 17.3| model 7: 14.7| 
-                                                           dL:  -12.59
-                                                           dm:    0.07
-                                                           dx:    0.88
+	model 1: 13.0| model 2: 14.7| model 3: 2.4| model 4: 24.8| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    0.42
+                                                           dm:    0.15
+                                                           dx:    0.06
 Iteration 50
 	model frequencies (percent)
-	model 1: 13.0| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:    7.76
-                                                           dm:    0.10
-                                                           dx:    0.17
+	model 1: 13.0| model 2: 14.7| model 3: 2.5| model 4: 24.8| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
+                                                           dL:    5.30
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 51
 	model frequencies (percent)
 	model 1: 12.9| model 2: 14.7| model 3: 2.7| model 4: 24.6| model 5: 13.1| model 6: 17.3| model 7: 14.7| 
-                                                           dL:   -0.23
-                                                           dm:    0.01
-                                                           dx:    0.24
+                                                           dL:   -3.38
+                                                           dm:    0.18
+                                                           dx:    0.22

hbi_output/1238/150_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:41:43
+Hierarchical Bayesian Inference                    2026-05-22 16:27:00
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 60.7| model 2: 16.0| model 3: 4.8| model 4: 14.7| model 5: 1.3| model 6: 0.8| model 7: 1.8| 
-                                                           dL:  250.91
-                                                           dm:   39.30
-                                                           dx:   12.58
+	model 1: 54.1| model 2: 14.1| model 3: 2.8| model 4: 19.1| model 5: 3.3| model 6: 2.0| model 7: 4.6| 
+                                                           dL:  187.47
+                                                           dm:   45.94
+                                                           dx:    7.23
 Iteration 03
 	model frequencies (percent)
-	model 1: 62.6| model 2: 15.9| model 3: 3.1| model 4: 11.6| model 5: 1.3| model 6: 1.7| model 7: 3.8| 
-                                                           dL:   17.02
-                                                           dm:    1.90
-                                                           dx:    1.84
+	model 1: 59.6| model 2: 15.5| model 3: 2.0| model 4: 14.4| model 5: 1.9| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   13.59
+                                                           dm:    5.54
+                                                           dx:    1.21
 Iteration 04
 	model frequencies (percent)
-	model 1: 62.8| model 2: 15.9| model 3: 1.0| model 4: 12.4| model 5: 1.3| model 6: 2.0| model 7: 4.6| 
-                                                           dL:   25.36
-                                                           dm:    0.18
-                                                           dx:    0.72
+	model 1: 61.2| model 2: 15.8| model 3: 2.0| model 4: 12.8| model 5: 1.5| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    4.95
+                                                           dm:    1.65
+                                                           dx:    0.62
 Iteration 05
 	model frequencies (percent)
-	model 1: 62.1| model 2: 15.9| model 3: 1.4| model 4: 12.6| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    9.02
-                                                           dm:    0.65
-                                                           dx:    0.44
+	model 1: 61.8| model 2: 15.9| model 3: 1.9| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   15.84
+                                                           dm:    0.53
+                                                           dx:    0.38
 Iteration 06
 	model frequencies (percent)
-	model 1: 62.2| model 2: 15.9| model 3: 1.2| model 4: 12.6| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   10.97
-                                                           dm:    0.10
-                                                           dx:    0.33
+	model 1: 61.0| model 2: 15.9| model 3: 2.7| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    1.73
+                                                           dm:    0.82
+                                                           dx:    0.50
 Iteration 07
 	model frequencies (percent)
-	model 1: 62.0| model 2: 15.9| model 3: 1.3| model 4: 12.7| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   11.65
-                                                           dm:    0.22
-                                                           dx:    1.37
+	model 1: 61.4| model 2: 15.9| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    1.08
+                                                           dm:    0.46
+                                                           dx:    0.14
 Iteration 08
 	model frequencies (percent)
-	model 1: 62.0| model 2: 15.9| model 3: 1.3| model 4: 12.7| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    0.64
-                                                           dm:    0.03
-                                                           dx:    0.11
+	model 1: 61.5| model 2: 15.9| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    3.39
+                                                           dm:    0.07
+                                                           dx:    0.06
 Iteration 09
 	model frequencies (percent)
-	model 1: 62.0| model 2: 15.9| model 3: 1.3| model 4: 12.7| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:  -16.79
-                                                           dm:    0.03
-                                                           dx:    0.05
+	model 1: 60.6| model 2: 15.9| model 3: 3.3| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -6.20
+                                                           dm:    0.90
+                                                           dx:    0.30
 Iteration 10
 	model frequencies (percent)
-	model 1: 62.3| model 2: 15.9| model 3: 1.0| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   16.93
-                                                           dm:    0.32
-                                                           dx:    0.83
+	model 1: 61.4| model 2: 16.0| model 3: 2.1| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   14.48
+                                                           dm:    0.79
+                                                           dx:    0.58
 Iteration 11
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.9| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -1.51
-                                                           dm:    0.33
-                                                           dx:    0.71
+	model 1: 60.6| model 2: 15.9| model 3: 3.3| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:  -22.71
+                                                           dm:    0.81
+                                                           dx:    0.55
 Iteration 12
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.9| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -5.59
-                                                           dm:    0.02
-                                                           dx:    0.96
+	model 1: 61.3| model 2: 16.0| model 3: 2.1| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   22.75
+                                                           dm:    0.78
+                                                           dx:    0.56
 Iteration 13
 	model frequencies (percent)
-	model 1: 61.6| model 2: 15.9| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    7.46
-                                                           dm:    0.33
-                                                           dx:    0.42
+	model 1: 60.6| model 2: 15.9| model 3: 3.3| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:  -17.19
+                                                           dm:    0.78
+                                                           dx:    0.56
 Iteration 14
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.9| model 3: 1.3| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    0.70
-                                                           dm:    0.34
-                                                           dx:    1.30
+	model 1: 61.4| model 2: 16.0| model 3: 2.0| model 4: 12.5| model 5: 1.5| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -0.33
+                                                           dm:    0.79
+                                                           dx:    0.20
 Iteration 15
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.3| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -7.69
-                                                           dm:    0.02
-                                                           dx:    0.16
+	model 1: 61.2| model 2: 15.9| model 3: 2.6| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    8.29
+                                                           dm:    0.15
+                                                           dx:    0.09
 Iteration 16
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    7.88
+	model 1: 61.2| model 2: 16.0| model 3: 2.7| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -4.37
                                                            dm:    0.01
-                                                           dx:    0.14
+                                                           dx:    0.05
 Iteration 17
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    0.09
-                                                           dm:    0.01
-                                                           dx:    0.14
+	model 1: 61.5| model 2: 16.0| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -6.14
+                                                           dm:    0.30
+                                                           dx:    0.10
 Iteration 18
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -7.73
-                                                           dm:    0.00
-                                                           dx:    0.13
+	model 1: 61.6| model 2: 15.9| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   19.42
+                                                           dm:    0.02
+                                                           dx:    0.08
 Iteration 19
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    7.78
-                                                           dm:    0.01
-                                                           dx:    0.13
+	model 1: 60.6| model 2: 15.9| model 3: 3.2| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:  -14.06
+                                                           dm:    0.91
+                                                           dx:    0.31
 Iteration 20
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    0.04
-                                                           dm:    0.01
-                                                           dx:    0.11
+	model 1: 61.4| model 2: 16.0| model 3: 2.1| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    6.25
+                                                           dm:    0.75
+                                                           dx:    0.56
 Iteration 21
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -9.79
-                                                           dm:    0.00
-                                                           dx:    0.08
+	model 1: 60.6| model 2: 15.9| model 3: 3.3| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -9.37
+                                                           dm:    0.82
+                                                           dx:    0.55
 Iteration 22
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    7.30
-                                                           dm:    0.01
-                                                           dx:    1.05
+	model 1: 61.4| model 2: 16.0| model 3: 2.1| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    5.88
+                                                           dm:    0.81
+                                                           dx:    0.16
 Iteration 23
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    2.13
-                                                           dm:    0.03
-                                                           dx:    0.13
+	model 1: 61.5| model 2: 15.9| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    3.47
+                                                           dm:    0.11
+                                                           dx:    0.11
 Iteration 24
 	model frequencies (percent)
-	model 1: 61.6| model 2: 15.8| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -3.97
-                                                           dm:    0.28
-                                                           dx:    0.29
+	model 1: 60.6| model 2: 15.9| model 3: 3.3| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:  -10.18
+                                                           dm:    0.88
+                                                           dx:    0.28
 Iteration 25
 	model frequencies (percent)
-	model 1: 61.6| model 2: 15.9| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    3.61
-                                                           dm:    0.01
-                                                           dx:    0.38
+	model 1: 61.4| model 2: 16.0| model 3: 2.1| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    8.90
+                                                           dm:    0.78
+                                                           dx:    0.18
 Iteration 26
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.9| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    3.70
-                                                           dm:    0.34
-                                                           dx:    0.90
+	model 1: 61.2| model 2: 15.9| model 3: 2.6| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:  -10.79
+                                                           dm:    0.16
+                                                           dx:    0.03
 Iteration 27
 	model frequencies (percent)
-	model 1: 61.5| model 2: 15.8| model 3: 2.1| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:  -11.81
-                                                           dm:    0.38
-                                                           dx:    1.00
+	model 1: 61.5| model 2: 16.0| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   18.28
+                                                           dm:    0.28
+                                                           dx:    0.10
 Iteration 28
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.9| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    2.95
-                                                           dm:    0.36
-                                                           dx:    0.99
+	model 1: 60.9| model 2: 15.9| model 3: 2.7| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:  -11.85
+                                                           dm:    0.61
+                                                           dx:    0.27
 Iteration 29
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.7| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    5.39
-                                                           dm:    0.06
-                                                           dx:    1.18
+	model 1: 61.4| model 2: 15.9| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    5.11
+                                                           dm:    0.51
+                                                           dx:    0.32
 Iteration 30
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.9| model 3: 1.3| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:  -16.89
-                                                           dm:    0.10
-                                                           dx:    1.25
+	model 1: 60.6| model 2: 15.9| model 3: 3.2| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -3.11
+                                                           dm:    0.81
+                                                           dx:    0.32
 Iteration 31
 	model frequencies (percent)
-	model 1: 62.5| model 2: 15.8| model 3: 0.8| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   16.45
-                                                           dm:    0.52
-                                                           dx:    0.42
+	model 1: 61.1| model 2: 16.0| model 3: 2.7| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -2.17
+                                                           dm:    0.51
+                                                           dx:    0.13
 Iteration 32
 	model frequencies (percent)
-	model 1: 62.0| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -1.25
-                                                           dm:    0.51
-                                                           dx:    0.48
+	model 1: 61.5| model 2: 16.0| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -5.76
+                                                           dm:    0.37
+                                                           dx:    0.12
 Iteration 33
 	model frequencies (percent)
-	model 1: 61.9| model 2: 15.8| model 3: 1.4| model 4: 12.8| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -5.70
-                                                           dm:    0.03
-                                                           dx:    0.99
+	model 1: 61.5| model 2: 15.9| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   10.03
+                                                           dm:    0.05
+                                                           dx:    0.09
 Iteration 34
 	model frequencies (percent)
-	model 1: 61.6| model 2: 15.8| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   12.32
-                                                           dm:    0.33
-                                                           dx:    0.41
+	model 1: 61.3| model 2: 15.9| model 3: 2.6| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -2.13
+                                                           dm:    0.24
+                                                           dx:    0.11
 Iteration 35
 	model frequencies (percent)
-	model 1: 61.4| model 2: 15.9| model 3: 2.4| model 4: 12.3| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -5.50
-                                                           dm:    0.18
-                                                           dx:    0.08
+	model 1: 61.5| model 2: 16.0| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -7.89
+                                                           dm:    0.25
+                                                           dx:    0.09
 Iteration 36
 	model frequencies (percent)
-	model 1: 61.7| model 2: 15.9| model 3: 1.7| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -3.48
-                                                           dm:    0.29
-                                                           dx:    0.10
+	model 1: 61.6| model 2: 15.9| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    9.98
+                                                           dm:    0.01
+                                                           dx:    0.07
 Iteration 37
 	model frequencies (percent)
-	model 1: 61.6| model 2: 15.9| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    9.26
-                                                           dm:    0.13
-                                                           dx:    0.43
+	model 1: 61.3| model 2: 15.9| model 3: 2.6| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -2.08
+                                                           dm:    0.25
+                                                           dx:    0.12
 Iteration 38
 	model frequencies (percent)
-	model 1: 61.6| model 2: 15.9| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    4.56
-                                                           dm:    0.01
-                                                           dx:    0.37
+	model 1: 61.6| model 2: 16.0| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -5.89
+                                                           dm:    0.25
+                                                           dx:    0.09
 Iteration 39
 	model frequencies (percent)
-	model 1: 61.0| model 2: 15.9| model 3: 2.6| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -1.19
-                                                           dm:    0.60
-                                                           dx:    0.47
+	model 1: 61.3| model 2: 15.9| model 3: 2.6| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    5.79
+                                                           dm:    0.27
+                                                           dx:    0.12
 Iteration 40
 	model frequencies (percent)
-	model 1: 60.5| model 2: 15.9| model 3: 3.4| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -7.80
-                                                           dm:    0.49
-                                                           dx:    0.09
+	model 1: 61.6| model 2: 16.0| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    0.35
+                                                           dm:    0.28
+                                                           dx:    0.11
 Iteration 41
 	model frequencies (percent)
-	model 1: 61.4| model 2: 16.0| model 3: 2.1| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   15.31
-                                                           dm:    0.86
-                                                           dx:    0.10
+	model 1: 61.6| model 2: 15.9| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    3.08
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 42
 	model frequencies (percent)
-	model 1: 60.6| model 2: 15.9| model 3: 3.3| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:  -23.61
-                                                           dm:    0.78
-                                                           dx:    0.07
+	model 1: 60.6| model 2: 15.9| model 3: 3.3| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -9.65
+                                                           dm:    0.93
+                                                           dx:    0.33
 Iteration 43
 	model frequencies (percent)
-	model 1: 61.4| model 2: 16.0| model 3: 2.1| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   22.68
-                                                           dm:    0.79
-                                                           dx:    0.59
+	model 1: 61.4| model 2: 16.0| model 3: 2.1| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    6.52
+                                                           dm:    0.77
+                                                           dx:    0.18
 Iteration 44
 	model frequencies (percent)
-	model 1: 60.6| model 2: 15.9| model 3: 3.3| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:  -17.06
-                                                           dm:    0.78
-                                                           dx:    0.53
+	model 1: 61.5| model 2: 15.9| model 3: 2.0| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -6.05
+                                                           dm:    0.10
+                                                           dx:    0.10
 Iteration 45
 	model frequencies (percent)
-	model 1: 61.4| model 2: 16.0| model 3: 2.1| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   -0.45
-                                                           dm:    0.79
-                                                           dx:    0.16
+	model 1: 61.3| model 2: 15.9| model 3: 2.6| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    8.46
+                                                           dm:    0.24
+                                                           dx:    0.11
 Iteration 46
 	model frequencies (percent)
-	model 1: 61.2| model 2: 15.9| model 3: 2.6| model 4: 12.2| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    7.00
-                                                           dm:    0.15
-                                                           dx:    0.08
+	model 1: 61.3| model 2: 16.0| model 3: 2.7| model 4: 12.0| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -4.02
+                                                           dm:    0.02
+                                                           dx:    0.05
 Iteration 47
 	model frequencies (percent)
-	model 1: 61.2| model 2: 15.9| model 3: 2.7| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    1.20
-                                                           dm:    0.01
-                                                           dx:    0.18
+	model 1: 61.5| model 2: 16.0| model 3: 2.1| model 4: 12.3| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:    4.66
+                                                           dm:    0.28
+                                                           dx:    0.44
 Iteration 48
 	model frequencies (percent)
-	model 1: 61.2| model 2: 16.0| model 3: 2.7| model 4: 12.0| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:  -12.45
-                                                           dm:    0.00
-                                                           dx:    0.14
+	model 1: 60.6| model 2: 15.9| model 3: 3.3| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   -5.75
+                                                           dm:    0.91
+                                                           dx:    0.59
 Iteration 49
 	model frequencies (percent)
-	model 1: 61.5| model 2: 16.0| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:   20.83
-                                                           dm:    0.30
-                                                           dx:    0.59
+	model 1: 61.4| model 2: 16.0| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   13.72
+                                                           dm:    0.79
+                                                           dx:    0.75
 Iteration 50
 	model frequencies (percent)
 	model 1: 60.6| model 2: 15.9| model 3: 3.2| model 4: 12.1| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:  -13.30
-                                                           dm:    0.89
-                                                           dx:    0.77
+                                                           dL:  -21.94
+                                                           dm:    0.82
+                                                           dx:    0.75
 Iteration 51
 	model frequencies (percent)
-	model 1: 61.4| model 2: 16.0| model 3: 2.0| model 4: 12.4| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
-                                                           dL:    5.50
-                                                           dm:    0.76
-                                                           dx:    0.75
+	model 1: 61.4| model 2: 16.0| model 3: 2.1| model 4: 12.5| model 5: 1.4| model 6: 2.0| model 7: 4.7| 
+                                                           dL:   22.39
+                                                           dm:    0.77
+                                                           dx:    0.56

hbi_output/1238/300_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:46:05
+Hierarchical Bayesian Inference                    2026-05-22 16:39:52
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 31.5| model 2: 17.8| model 3: 15.2| model 4: 22.5| model 5: 6.9| model 6: 2.8| model 7: 3.2| 
-                                                           dL:  279.35
-                                                           dm:   68.46
-                                                           dx:    1.24
+	model 1: 17.1| model 2: 15.1| model 3: 6.3| model 4: 23.3| model 5: 12.4| model 6: 13.1| model 7: 12.7| 
+                                                           dL:  184.96
+                                                           dm:   76.66
+                                                           dx:    6.13
 Iteration 03
 	model frequencies (percent)
-	model 1: 29.5| model 2: 16.5| model 3: 11.5| model 4: 23.7| model 5: 9.4| model 6: 7.4| model 7: 1.8| 
-                                                           dL:  102.19
-                                                           dm:    1.99
-                                                           dx:    1.73
+	model 1: 14.8| model 2: 15.1| model 3: 5.1| model 4: 24.4| model 5: 12.5| model 6: 14.3| model 7: 13.8| 
+                                                           dL:   29.94
+                                                           dm:    1.10
+                                                           dx:    1.58
 Iteration 04
 	model frequencies (percent)
-	model 1: 24.3| model 2: 15.5| model 3: 9.9| model 4: 25.5| model 5: 11.2| model 6: 11.7| model 7: 1.8| 
-                                                           dL:   63.40
-                                                           dm:    1.77
-                                                           dx:    7.64
+	model 1: 15.3| model 2: 15.0| model 3: 3.4| model 4: 25.3| model 5: 12.7| model 6: 14.5| model 7: 13.9| 
+                                                           dL:   13.94
+                                                           dm:    0.84
+                                                           dx:    0.44
 Iteration 05
 	model frequencies (percent)
-	model 1: 19.4| model 2: 15.2| model 3: 6.1| model 4: 28.3| model 5: 11.9| model 6: 13.5| model 7: 5.5| 
-                                                           dL:   48.83
-                                                           dm:    2.82
-                                                           dx:    0.90
+	model 1: 15.6| model 2: 14.8| model 3: 2.7| model 4: 25.6| model 5: 12.8| model 6: 14.6| model 7: 13.9| 
+                                                           dL:    3.51
+                                                           dm:    0.29
+                                                           dx:    0.18
 Iteration 06
 	model frequencies (percent)
-	model 1: 15.4| model 2: 15.0| model 3: 3.0| model 4: 29.1| model 5: 12.3| model 6: 14.3| model 7: 11.0| 
-                                                           dL:   52.12
-                                                           dm:    0.77
-                                                           dx:    0.74
+	model 1: 15.7| model 2: 14.7| model 3: 2.4| model 4: 25.7| model 5: 12.8| model 6: 14.7| model 7: 14.0| 
+                                                           dL:    0.29
+                                                           dm:    0.14
+                                                           dx:    0.13
 Iteration 07
 	model frequencies (percent)
-	model 1: 14.4| model 2: 14.8| model 3: 1.7| model 4: 28.3| model 5: 12.5| model 6: 14.7| model 7: 13.6| 
-                                                           dL:   37.79
-                                                           dm:    0.73
-                                                           dx:    0.55
+	model 1: 15.8| model 2: 14.6| model 3: 2.2| model 4: 25.8| model 5: 12.9| model 6: 14.8| model 7: 14.0| 
+                                                           dL:    0.71
+                                                           dm:    0.13
+                                                           dx:    0.11
 Iteration 08
 	model frequencies (percent)
-	model 1: 14.8| model 2: 14.7| model 3: 3.0| model 4: 26.0| model 5: 12.7| model 6: 14.8| model 7: 13.9| 
-                                                           dL:   -1.95
-                                                           dm:    2.34
-                                                           dx:    0.27
+	model 1: 15.8| model 2: 14.6| model 3: 2.1| model 4: 25.9| model 5: 12.9| model 6: 14.8| model 7: 14.0| 
+                                                           dL:    0.11
+                                                           dm:    0.09
+                                                           dx:    0.11
 Iteration 09
 	model frequencies (percent)
-	model 1: 15.3| model 2: 14.7| model 3: 3.2| model 4: 25.4| model 5: 12.8| model 6: 14.7| model 7: 13.9| 
-                                                           dL:   12.75
-                                                           dm:    0.60
-                                                           dx:    0.11
+	model 1: 15.8| model 2: 14.5| model 3: 2.0| model 4: 26.0| model 5: 12.9| model 6: 14.8| model 7: 14.0| 
+                                                           dL:    0.60
+                                                           dm:    0.09
+                                                           dx:    0.08
 Iteration 10
 	model frequencies (percent)
-	model 1: 15.6| model 2: 14.7| model 3: 2.9| model 4: 25.3| model 5: 12.9| model 6: 14.6| model 7: 13.9| 
-                                                           dL:   -8.55
-                                                           dm:    0.06
+	model 1: 15.9| model 2: 14.5| model 3: 1.9| model 4: 26.1| model 5: 12.9| model 6: 14.8| model 7: 14.0| 
+                                                           dL:    0.78
+                                                           dm:    0.05
                                                            dx:    0.13
 Iteration 11
 	model frequencies (percent)
-	model 1: 15.8| model 2: 14.7| model 3: 2.7| model 4: 25.3| model 5: 12.9| model 6: 14.7| model 7: 13.9| 
-                                                           dL:   -9.57
+	model 1: 15.8| model 2: 14.5| model 3: 1.8| model 4: 26.1| model 5: 12.9| model 6: 14.9| model 7: 14.0| 
+                                                           dL:    2.40
                                                            dm:    0.02
-                                                           dx:    0.05
+                                                           dx:    0.16
 Iteration 12
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.6| model 3: 2.3| model 4: 25.6| model 5: 12.9| model 6: 14.7| model 7: 14.0| 
-                                                           dL:   -1.19
-                                                           dm:    0.28
-                                                           dx:    0.04
+	model 1: 15.8| model 2: 14.5| model 3: 2.0| model 4: 25.8| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -3.24
+                                                           dm:    0.33
+                                                           dx:    0.09
 Iteration 13
 	model frequencies (percent)
-	model 1: 16.1| model 2: 14.6| model 3: 1.6| model 4: 26.1| model 5: 12.9| model 6: 14.8| model 7: 14.0| 
-                                                           dL:    9.53
-                                                           dm:    0.49
-                                                           dx:    0.05
+	model 1: 15.9| model 2: 14.5| model 3: 1.7| model 4: 26.1| model 5: 12.9| model 6: 14.9| model 7: 14.0| 
+                                                           dL:    0.18
+                                                           dm:    0.32
+                                                           dx:    0.11
 Iteration 14
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.5| model 3: 1.9| model 4: 25.8| model 5: 12.9| model 6: 14.9| model 7: 14.0| 
-                                                           dL:  -16.46
-                                                           dm:    0.25
-                                                           dx:    0.11
+	model 1: 15.9| model 2: 14.5| model 3: 1.6| model 4: 26.2| model 5: 12.9| model 6: 14.9| model 7: 14.0| 
+                                                           dL:    4.06
+                                                           dm:    0.11
+                                                           dx:    0.13
 Iteration 15
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.5| model 3: 1.5| model 4: 26.0| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    8.60
-                                                           dm:    0.19
-                                                           dx:    0.06
+	model 1: 15.9| model 2: 14.5| model 3: 1.7| model 4: 26.1| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -1.38
+                                                           dm:    0.08
+                                                           dx:    0.11
 Iteration 16
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.5| model 3: 1.7| model 4: 26.0| model 5: 12.9| model 6: 14.9| model 7: 14.0| 
-                                                           dL:   -0.19
-                                                           dm:    0.06
-                                                           dx:    0.08
+	model 1: 15.8| model 2: 14.5| model 3: 1.8| model 4: 26.0| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -2.09
+                                                           dm:    0.08
+                                                           dx:    0.11
 Iteration 17
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.5| model 3: 2.0| model 4: 25.7| model 5: 12.9| model 6: 14.9| model 7: 14.0| 
-                                                           dL:    3.92
-                                                           dm:    0.23
-                                                           dx:    0.07
+	model 1: 15.9| model 2: 14.5| model 3: 1.6| model 4: 26.1| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.04
+                                                           dm:    0.10
+                                                           dx:    0.13
 Iteration 18
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.5| model 3: 2.2| model 4: 25.6| model 5: 12.9| model 6: 14.9| model 7: 14.0| 
-                                                           dL:    0.08
-                                                           dm:    0.12
-                                                           dx:    0.08
+	model 1: 15.9| model 2: 14.5| model 3: 1.6| model 4: 26.2| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.04
+                                                           dm:    0.04
+                                                           dx:    0.13
 Iteration 19
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.5| model 3: 2.2| model 4: 25.5| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.45
-                                                           dm:    0.13
-                                                           dx:    0.06
+	model 1: 15.9| model 2: 14.5| model 3: 1.5| model 4: 26.2| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.06
+                                                           dm:    0.03
+                                                           dx:    0.14
 Iteration 20
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.5| model 3: 2.3| model 4: 25.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:   -3.21
-                                                           dm:    0.05
-                                                           dx:    0.07
+	model 1: 15.9| model 2: 14.5| model 3: 1.5| model 4: 26.2| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.06
+                                                           dm:    0.02
+                                                           dx:    0.14
 Iteration 21
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.5| model 3: 1.7| model 4: 25.9| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.69
-                                                           dm:    0.51
-                                                           dx:    0.09
+	model 1: 15.9| model 2: 14.5| model 3: 1.5| model 4: 26.2| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.05
+                                                           dm:    0.01
+                                                           dx:    0.15
 Iteration 22
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.5| model 3: 1.6| model 4: 26.1| model 5: 12.9| model 6: 14.9| model 7: 14.0| 
-                                                           dL:    1.37
-                                                           dm:    0.17
-                                                           dx:    0.12
+	model 1: 15.9| model 2: 14.5| model 3: 1.5| model 4: 26.2| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.06
+                                                           dm:    0.01
+                                                           dx:    0.16
 Iteration 23
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.5| model 3: 1.6| model 4: 26.2| model 5: 12.9| model 6: 14.9| model 7: 14.0| 
-                                                           dL:    0.01
-                                                           dm:    0.06
-                                                           dx:    0.14
+	model 1: 15.9| model 2: 14.5| model 3: 1.5| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.05
+                                                           dm:    0.01
+                                                           dx:    0.17
 Iteration 24
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.5| model 3: 1.5| model 4: 26.2| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.03
-                                                           dm:    0.06
-                                                           dx:    0.15
+	model 1: 15.9| model 2: 14.5| model 3: 1.5| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.05
+                                                           dm:    0.01
+                                                           dx:    0.18
 Iteration 25
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.5| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:   -0.10
-                                                           dm:    0.03
-                                                           dx:    0.17
+	model 1: 15.9| model 2: 14.5| model 3: 1.5| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.02
+                                                           dm:    0.01
+                                                           dx:    0.19
 Iteration 26
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.5| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:   -2.00
-                                                           dm:    0.00
-                                                           dx:    0.21
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.06
+                                                           dm:    0.01
+                                                           dx:    0.20
 Iteration 27
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.2| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.40
-                                                           dm:    0.17
-                                                           dx:    0.14
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.04
+                                                           dm:    0.00
+                                                           dx:    0.21
 Iteration 28
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.2| model 4: 26.5| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.27
-                                                           dm:    0.08
-                                                           dx:    0.18
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.04
+                                                           dm:    0.00
+                                                           dx:    0.21
 Iteration 29
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.1| model 4: 26.5| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.27
-                                                           dm:    0.03
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.03
+                                                           dm:    0.00
                                                            dx:    0.21
 Iteration 30
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.1| model 4: 26.6| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:   -4.98
-                                                           dm:    0.02
-                                                           dx:    0.24
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.04
+                                                           dm:    0.00
+                                                           dx:    0.21
 Iteration 31
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.2| model 4: 26.5| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.07
-                                                           dm:    0.03
-                                                           dx:    0.28
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -0.01
+                                                           dm:    0.00
+                                                           dx:    0.21
 Iteration 32
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.2| model 4: 26.5| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.17
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.03
                                                            dm:    0.01
-                                                           dx:    0.26
+                                                           dx:    0.20
 Iteration 33
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.2| model 4: 26.5| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.28
-                                                           dm:    0.02
-                                                           dx:    0.26
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.02
+                                                           dm:    0.00
+                                                           dx:    0.19
 Iteration 34
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.2| model 4: 26.5| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.10
-                                                           dm:    0.04
-                                                           dx:    0.24
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.02
+                                                           dm:    0.00
+                                                           dx:    0.17
 Iteration 35
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.11
-                                                           dm:    0.02
-                                                           dx:    0.24
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -0.01
+                                                           dm:    0.00
+                                                           dx:    0.16
 Iteration 36
 	model frequencies (percent)
-	model 1: 16.0| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.07
-                                                           dm:    0.02
-                                                           dx:    0.25
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -0.10
+                                                           dm:    0.00
+                                                           dx:    0.14
 Iteration 37
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.06
-                                                           dm:    0.01
-                                                           dx:    0.25
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.08
+                                                           dm:    0.03
+                                                           dx:    0.13
 Iteration 38
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.06
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.03
                                                            dm:    0.01
-                                                           dx:    0.25
+                                                           dx:    0.11
 Iteration 39
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.04
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.02
                                                            dm:    0.01
-                                                           dx:    0.25
+                                                           dx:    0.10
 Iteration 40
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.01
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -0.00
                                                            dm:    0.01
-                                                           dx:    0.24
+                                                           dx:    0.08
 Iteration 41
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.05
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.00
                                                            dm:    0.00
-                                                           dx:    0.22
+                                                           dx:    0.07
 Iteration 42
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.02
-                                                           dm:    0.01
-                                                           dx:    0.21
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -0.02
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 43
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:   -0.00
-                                                           dm:    0.01
-                                                           dx:    0.19
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.01
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 44
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.02
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -0.00
                                                            dm:    0.00
-                                                           dx:    0.17
+                                                           dx:    0.04
 Iteration 45
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.3| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.01
-                                                           dm:    0.01
-                                                           dx:    0.15
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -0.02
+                                                           dm:    0.00
+                                                           dx:    0.03
 Iteration 46
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.00
-                                                           dm:    0.01
-                                                           dx:    0.13
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -0.07
+                                                           dm:    0.00
+                                                           dx:    0.03
 Iteration 47
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:   -0.01
-                                                           dm:    0.00
-                                                           dx:    0.11
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:    0.07
+                                                           dm:    0.02
+                                                           dx:    0.02
 Iteration 48
 	model frequencies (percent)
-	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.4| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:    0.01
-                                                           dm:    0.00
-                                                           dx:    0.10
+	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
+                                                           dL:   -0.08
+                                                           dm:    0.01
+                                                           dx:    0.02
 Iteration 49
 	model frequencies (percent)
 	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:   -0.00
+                                                           dL:    0.09
                                                            dm:    0.01
-                                                           dx:    0.08
+                                                           dx:    0.02
 Iteration 50
 	model frequencies (percent)
 	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:   -0.00
-                                                           dm:    0.00
-                                                           dx:    0.07
+                                                           dL:   -0.07
+                                                           dm:    0.01
+                                                           dx:    0.01
 Iteration 51
 	model frequencies (percent)
 	model 1: 15.9| model 2: 14.4| model 3: 1.4| model 4: 26.3| model 5: 12.9| model 6: 15.0| model 7: 14.0| 
-                                                           dL:   -0.00
-                                                           dm:    0.00
-                                                           dx:    0.06
+                                                           dL:    0.01
+                                                           dm:    0.01
+                                                           dx:    0.01

hbi_output/1238/300_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:50:24
+Hierarchical Bayesian Inference                    2026-05-22 17:00:48
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,272 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 58.6| model 2: 15.4| model 3: 8.2| model 4: 13.1| model 5: 2.7| model 6: 0.7| model 7: 1.3| 
-                                                           dL:  397.23
-                                                           dm:   41.37
-                                                           dx:    0.89
+	model 1: 52.9| model 2: 13.0| model 3: 3.7| model 4: 19.4| model 5: 5.9| model 6: 2.0| model 7: 3.0| 
+                                                           dL:  308.88
+                                                           dm:   47.06
+                                                           dx:    4.82
 Iteration 03
 	model frequencies (percent)
-	model 1: 62.7| model 2: 15.4| model 3: 6.8| model 4: 10.7| model 5: 2.3| model 6: 1.3| model 7: 0.9| 
-                                                           dL:  -14.19
-                                                           dm:    4.04
-                                                           dx:    1.10
+	model 1: 58.7| model 2: 14.0| model 3: 2.1| model 4: 15.5| model 5: 4.8| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   17.97
+                                                           dm:    5.78
+                                                           dx:    0.45
 Iteration 04
 	model frequencies (percent)
-	model 1: 63.6| model 2: 15.3| model 3: 3.9| model 4: 12.1| model 5: 2.9| model 6: 1.8| model 7: 0.5| 
-                                                           dL:   41.09
-                                                           dm:    0.89
-                                                           dx:    7.84
+	model 1: 60.4| model 2: 14.4| model 3: 1.2| model 4: 14.6| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    4.93
+                                                           dm:    1.67
+                                                           dx:    0.20
 Iteration 05
 	model frequencies (percent)
-	model 1: 62.3| model 2: 15.0| model 3: 2.7| model 4: 13.1| model 5: 3.6| model 6: 2.0| model 7: 1.2| 
-                                                           dL:   13.57
-                                                           dm:    1.21
-                                                           dx:    0.70
+	model 1: 60.8| model 2: 14.4| model 3: 0.7| model 4: 14.6| model 5: 4.4| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    3.94
+                                                           dm:    0.44
+                                                           dx:    0.22
 Iteration 06
 	model frequencies (percent)
-	model 1: 61.9| model 2: 14.8| model 3: 1.9| model 4: 13.4| model 5: 4.0| model 6: 2.0| model 7: 2.0| 
-                                                           dL:   14.05
-                                                           dm:    0.48
-                                                           dx:    0.42
+	model 1: 61.0| model 2: 14.4| model 3: 0.4| model 4: 14.9| model 5: 4.4| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    3.94
+                                                           dm:    0.16
+                                                           dx:    0.51
 Iteration 07
 	model frequencies (percent)
-	model 1: 61.4| model 2: 14.7| model 3: 1.1| model 4: 14.1| model 5: 4.2| model 6: 2.0| model 7: 2.6| 
-                                                           dL:    4.55
-                                                           dm:    0.50
-                                                           dx:    0.43
+	model 1: 60.9| model 2: 14.4| model 3: 0.3| model 4: 15.0| model 5: 4.4| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    1.84
+                                                           dm:    0.09
+                                                           dx:    0.44
 Iteration 08
 	model frequencies (percent)
-	model 1: 61.0| model 2: 14.6| model 3: 0.8| model 4: 14.4| model 5: 4.3| model 6: 2.0| model 7: 2.8| 
-                                                           dL:   -4.48
-                                                           dm:    0.34
-                                                           dx:    0.22
+	model 1: 60.8| model 2: 14.3| model 3: 0.3| model 4: 15.1| model 5: 4.4| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    1.25
+                                                           dm:    0.06
+                                                           dx:    0.56
 Iteration 09
 	model frequencies (percent)
-	model 1: 61.0| model 2: 14.5| model 3: 0.5| model 4: 14.8| model 5: 4.4| model 6: 2.0| model 7: 2.9| 
-                                                           dL:    4.33
-                                                           dm:    0.03
-                                                           dx:    0.26
+	model 1: 60.8| model 2: 14.3| model 3: 0.3| model 4: 15.2| model 5: 4.4| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.93
+                                                           dm:    0.04
+                                                           dx:    0.70
 Iteration 10
 	model frequencies (percent)
-	model 1: 60.9| model 2: 14.4| model 3: 0.7| model 4: 14.7| model 5: 4.4| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -0.88
-                                                           dm:    0.10
-                                                           dx:    0.45
+	model 1: 60.8| model 2: 14.2| model 3: 0.3| model 4: 15.2| model 5: 4.4| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    1.02
+                                                           dm:    0.03
+                                                           dx:    0.80
 Iteration 11
 	model frequencies (percent)
-	model 1: 60.8| model 2: 14.3| model 3: 0.5| model 4: 15.0| model 5: 4.4| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    4.05
-                                                           dm:    0.07
-                                                           dx:    0.24
+	model 1: 60.8| model 2: 14.2| model 3: 0.4| model 4: 15.2| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    3.78
+                                                           dm:    0.01
+                                                           dx:    1.02
 Iteration 12
 	model frequencies (percent)
-	model 1: 60.6| model 2: 14.2| model 3: 0.7| model 4: 15.0| model 5: 4.4| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.10
-                                                           dm:    0.23
-                                                           dx:    0.37
+	model 1: 60.6| model 2: 14.1| model 3: 0.8| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    1.75
+                                                           dm:    0.18
+                                                           dx:    0.70
 Iteration 13
 	model frequencies (percent)
-	model 1: 60.8| model 2: 14.2| model 3: 0.7| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    1.45
-                                                           dm:    0.21
-                                                           dx:    0.29
+	model 1: 60.6| model 2: 14.1| model 3: 0.9| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   -2.70
+                                                           dm:    0.02
+                                                           dx:    0.36
 Iteration 14
 	model frequencies (percent)
-	model 1: 60.6| model 2: 14.1| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    3.66
-                                                           dm:    0.16
-                                                           dx:    0.38
+	model 1: 60.6| model 2: 14.0| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.69
+                                                           dm:    0.04
+                                                           dx:    0.35
 Iteration 15
 	model frequencies (percent)
-	model 1: 60.6| model 2: 14.1| model 3: 1.0| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -3.47
-                                                           dm:    0.05
-                                                           dx:    0.37
+	model 1: 60.6| model 2: 14.0| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.37
+                                                           dm:    0.00
+                                                           dx:    0.34
 Iteration 16
 	model frequencies (percent)
-	model 1: 60.8| model 2: 14.0| model 3: 0.7| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    2.27
-                                                           dm:    0.25
-                                                           dx:    0.25
+	model 1: 60.6| model 2: 14.0| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.22
+                                                           dm:    0.00
+                                                           dx:    0.26
 Iteration 17
 	model frequencies (percent)
-	model 1: 60.7| model 2: 14.0| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.79
-                                                           dm:    0.16
-                                                           dx:    0.42
+	model 1: 60.6| model 2: 14.0| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.14
+                                                           dm:    0.00
+                                                           dx:    0.18
 Iteration 18
 	model frequencies (percent)
-	model 1: 60.6| model 2: 14.0| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -1.54
-                                                           dm:    0.03
-                                                           dx:    0.30
+	model 1: 60.6| model 2: 13.9| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.10
+                                                           dm:    0.00
+                                                           dx:    0.13
 Iteration 19
 	model frequencies (percent)
-	model 1: 60.8| model 2: 13.9| model 3: 0.7| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.61
-                                                           dm:    0.21
-                                                           dx:    0.15
+	model 1: 60.6| model 2: 13.9| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.07
+                                                           dm:    0.00
+                                                           dx:    0.10
 Iteration 20
 	model frequencies (percent)
-	model 1: 60.8| model 2: 13.9| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    1.41
+	model 1: 60.6| model 2: 13.9| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.06
                                                            dm:    0.00
-                                                           dx:    0.21
+                                                           dx:    0.09
 Iteration 21
 	model frequencies (percent)
-	model 1: 60.7| model 2: 13.9| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.36
-                                                           dm:    0.17
-                                                           dx:    0.28
+	model 1: 60.6| model 2: 13.9| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    2.86
+                                                           dm:    0.00
+                                                           dx:    0.09
 Iteration 22
 	model frequencies (percent)
-	model 1: 60.7| model 2: 13.9| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -1.73
+	model 1: 60.7| model 2: 13.9| model 3: 1.0| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   -4.57
                                                            dm:    0.02
                                                            dx:    0.16
 Iteration 23
 	model frequencies (percent)
 	model 1: 60.9| model 2: 13.9| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    5.63
-                                                           dm:    0.21
-                                                           dx:    0.10
+                                                           dL:    1.57
+                                                           dm:    0.19
+                                                           dx:    0.22
 Iteration 24
 	model frequencies (percent)
-	model 1: 60.5| model 2: 13.9| model 3: 1.2| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -0.91
-                                                           dm:    0.36
-                                                           dx:    0.18
+	model 1: 60.7| model 2: 13.9| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.24
+                                                           dm:    0.16
+                                                           dx:    0.35
 Iteration 25
 	model frequencies (percent)
-	model 1: 60.7| model 2: 13.9| model 3: 1.0| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -4.66
-                                                           dm:    0.19
-                                                           dx:    0.06
+	model 1: 60.7| model 2: 13.9| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   -1.70
+                                                           dm:    0.03
+                                                           dx:    0.09
 Iteration 26
 	model frequencies (percent)
 	model 1: 60.9| model 2: 13.9| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.54
-                                                           dm:    0.19
-                                                           dx:    0.20
+                                                           dL:    1.51
+                                                           dm:    0.20
+                                                           dx:    0.11
 Iteration 27
 	model frequencies (percent)
-	model 1: 60.9| model 2: 13.9| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.06
-                                                           dm:    0.01
-                                                           dx:    0.24
+	model 1: 60.7| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.19
+                                                           dm:    0.16
+                                                           dx:    0.25
 Iteration 28
 	model frequencies (percent)
-	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    1.06
-                                                           dm:    0.00
-                                                           dx:    0.22
+	model 1: 60.7| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.02
+                                                           dm:    0.02
+                                                           dx:    0.15
 Iteration 29
 	model frequencies (percent)
 	model 1: 60.7| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -1.23
-                                                           dm:    0.15
-                                                           dx:    0.26
+                                                           dL:   -1.64
+                                                           dm:    0.00
+                                                           dx:    0.09
 Iteration 30
 	model frequencies (percent)
 	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    1.28
-                                                           dm:    0.16
-                                                           dx:    0.09
+                                                           dL:    4.39
+                                                           dm:    0.20
+                                                           dx:    0.06
 Iteration 31
 	model frequencies (percent)
-	model 1: 60.7| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    4.79
-                                                           dm:    0.16
-                                                           dx:    0.19
+	model 1: 60.7| model 2: 13.8| model 3: 1.0| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.44
+                                                           dm:    0.19
+                                                           dx:    0.16
 Iteration 32
 	model frequencies (percent)
-	model 1: 60.5| model 2: 13.8| model 3: 1.2| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -1.56
-                                                           dm:    0.21
-                                                           dx:    0.07
+	model 1: 60.7| model 2: 13.8| model 3: 1.0| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   -3.29
+                                                           dm:    0.01
+                                                           dx:    0.14
 Iteration 33
 	model frequencies (percent)
-	model 1: 60.7| model 2: 13.8| model 3: 1.0| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -4.68
-                                                           dm:    0.20
-                                                           dx:    0.02
+	model 1: 60.7| model 2: 13.8| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    4.80
+                                                           dm:    0.00
+                                                           dx:    0.26
 Iteration 34
 	model frequencies (percent)
-	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.47
-                                                           dm:    0.18
-                                                           dx:    0.09
+	model 1: 60.5| model 2: 13.8| model 3: 1.2| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.33
+                                                           dm:    0.19
+                                                           dx:    0.13
 Iteration 35
 	model frequencies (percent)
-	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.99
+	model 1: 60.5| model 2: 13.8| model 3: 1.3| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   -7.51
                                                            dm:    0.01
-                                                           dx:    0.23
+                                                           dx:    0.09
 Iteration 36
 	model frequencies (percent)
-	model 1: 60.7| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -1.16
-                                                           dm:    0.15
-                                                           dx:    0.24
+	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    5.42
+                                                           dm:    0.41
+                                                           dx:    0.11
 Iteration 37
 	model frequencies (percent)
-	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    1.18
-                                                           dm:    0.15
-                                                           dx:    0.09
+	model 1: 60.7| model 2: 13.8| model 3: 1.0| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   -4.50
+                                                           dm:    0.20
+                                                           dx:    0.20
 Iteration 38
 	model frequencies (percent)
-	model 1: 60.7| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -1.17
-                                                           dm:    0.15
-                                                           dx:    0.15
+	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.46
+                                                           dm:    0.19
+                                                           dx:    0.17
 Iteration 39
 	model frequencies (percent)
-	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.22
-                                                           dm:    0.15
-                                                           dx:    0.06
+	model 1: 60.9| model 2: 13.8| model 3: 0.6| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.04
+                                                           dm:    0.01
+                                                           dx:    0.21
 Iteration 40
 	model frequencies (percent)
-	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.95
+	model 1: 60.9| model 2: 13.8| model 3: 0.6| model 4: 15.2| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.89
                                                            dm:    0.00
-                                                           dx:    0.06
+                                                           dx:    0.18
 Iteration 41
 	model frequencies (percent)
-	model 1: 60.8| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -1.14
-                                                           dm:    0.15
-                                                           dx:    0.13
+	model 1: 60.8| model 2: 13.8| model 3: 0.8| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    4.73
+                                                           dm:    0.14
+                                                           dx:    0.21
 Iteration 42
 	model frequencies (percent)
-	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    1.15
-                                                           dm:    0.15
-                                                           dx:    0.06
+	model 1: 60.5| model 2: 13.8| model 3: 1.2| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   -4.77
+                                                           dm:    0.21
+                                                           dx:    0.10
 Iteration 43
 	model frequencies (percent)
-	model 1: 60.8| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.18
-                                                           dm:    0.15
-                                                           dx:    0.10
+	model 1: 60.7| model 2: 13.8| model 3: 1.0| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.24
+                                                           dm:    0.16
+                                                           dx:    0.09
 Iteration 44
 	model frequencies (percent)
 	model 1: 60.7| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:   -1.44
-                                                           dm:    0.03
-                                                           dx:    0.03
+                                                           dL:   -1.40
+                                                           dm:    0.02
+                                                           dx:    0.07
 Iteration 45
 	model frequencies (percent)
 	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.32
+                                                           dL:    1.34
                                                            dm:    0.19
-                                                           dx:    0.09
+                                                           dx:    0.08
 Iteration 46
 	model frequencies (percent)
-	model 1: 60.9| model 2: 13.8| model 3: 0.7| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
-                                                           dL:    0.02
+	model 1: 60.8| model 2: 13.8| model 3: 0.9| model 4: 15.1| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    4.75
+                                                           dm:    0.15
+                                                           dx:    0.14
+Iteration 47
+	model frequencies (percent)
+	model 1: 60.5| model 2: 13.8| model 3: 1.2| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   -4.85
+                                                           dm:    0.21
+                                                           dx:    0.12
+Iteration 48
+	model frequencies (percent)
+	model 1: 60.7| model 2: 13.8| model 3: 0.9| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    3.60
+                                                           dm:    0.17
+                                                           dx:    0.08
+Iteration 49
+	model frequencies (percent)
+	model 1: 60.7| model 2: 13.8| model 3: 1.0| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    0.12
+                                                           dm:    0.01
+                                                           dx:    0.11
+Iteration 50
+	model frequencies (percent)
+	model 1: 60.7| model 2: 13.8| model 3: 1.0| model 4: 15.0| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:    1.55
                                                            dm:    0.00
-                                                           dx:    0.00
-                                                          Converged :]
+                                                           dx:    0.08
+Iteration 51
+	model frequencies (percent)
+	model 1: 60.5| model 2: 13.8| model 3: 1.3| model 4: 14.9| model 5: 4.5| model 6: 2.0| model 7: 3.0| 
+                                                           dL:   -1.76
+                                                           dm:    0.19
+                                                           dx:    0.08

hbi_output/1238/300_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:53:36
+Hierarchical Bayesian Inference                    2026-05-22 17:24:40
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 32.0| model 2: 15.7| model 3: 14.5| model 4: 24.6| model 5: 6.0| model 6: 3.7| model 7: 3.5| 
-                                                           dL:  305.33
-                                                           dm:   67.99
-                                                           dx:   11.89
+	model 1: 17.8| model 2: 13.0| model 3: 5.5| model 4: 24.9| model 5: 11.0| model 6: 13.8| model 7: 13.9| 
+                                                           dL:  206.44
+                                                           dm:   75.13
+                                                           dx:    9.52
 Iteration 03
 	model frequencies (percent)
-	model 1: 24.8| model 2: 14.8| model 3: 6.3| model 4: 26.1| model 5: 7.6| model 6: 10.4| model 7: 9.9| 
-                                                           dL:  191.20
-                                                           dm:    1.45
-                                                           dx:    2.85
+	model 1: 16.1| model 2: 13.0| model 3: 2.9| model 4: 26.5| model 5: 11.2| model 6: 14.9| model 7: 15.4| 
+                                                           dL:   53.21
+                                                           dm:    1.63
+                                                           dx:    1.55
 Iteration 04
 	model frequencies (percent)
-	model 1: 17.7| model 2: 13.7| model 3: 1.9| model 4: 28.2| model 5: 10.1| model 6: 14.1| model 7: 14.3| 
-                                                           dL:   84.74
-                                                           dm:    2.15
-                                                           dx:    0.79
+	model 1: 16.7| model 2: 13.0| model 3: 2.7| model 4: 25.7| model 5: 11.4| model 6: 15.0| model 7: 15.6| 
+                                                           dL:    3.30
+                                                           dm:    0.77
+                                                           dx:    0.37
 Iteration 05
 	model frequencies (percent)
-	model 1: 17.3| model 2: 13.2| model 3: 0.2| model 4: 27.8| model 5: 11.0| model 6: 14.9| model 7: 15.5| 
-                                                           dL:   56.07
-                                                           dm:    0.38
-                                                           dx:    0.47
+	model 1: 17.1| model 2: 12.9| model 3: 2.3| model 4: 25.6| model 5: 11.5| model 6: 15.0| model 7: 15.6| 
+                                                           dL:    3.63
+                                                           dm:    0.10
+                                                           dx:    0.16
 Iteration 06
 	model frequencies (percent)
-	model 1: 17.5| model 2: 13.0| model 3: 0.3| model 4: 27.2| model 5: 11.3| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   20.73
-                                                           dm:    0.59
-                                                           dx:    0.61
+	model 1: 17.2| model 2: 12.9| model 3: 2.3| model 4: 25.5| model 5: 11.5| model 6: 15.0| model 7: 15.6| 
+                                                           dL:   10.92
+                                                           dm:    0.12
+                                                           dx:    0.11
 Iteration 07
 	model frequencies (percent)
-	model 1: 17.5| model 2: 12.8| model 3: 1.0| model 4: 26.5| model 5: 11.4| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   16.55
-                                                           dm:    0.70
-                                                           dx:    0.40
+	model 1: 17.0| model 2: 12.9| model 3: 2.2| model 4: 25.8| model 5: 11.5| model 6: 15.0| model 7: 15.6| 
+                                                           dL:    2.21
+                                                           dm:    0.25
+                                                           dx:    0.08
 Iteration 08
 	model frequencies (percent)
-	model 1: 17.3| model 2: 12.8| model 3: 1.4| model 4: 26.4| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    6.84
-                                                           dm:    0.15
-                                                           dx:    0.20
+	model 1: 16.9| model 2: 12.9| model 3: 2.4| model 4: 25.7| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    0.67
+                                                           dm:    0.07
+                                                           dx:    0.08
 Iteration 09
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.8| model 3: 1.5| model 4: 26.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    6.95
-                                                           dm:    0.06
-                                                           dx:    0.10
+	model 1: 16.9| model 2: 12.9| model 3: 2.4| model 4: 25.6| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    1.79
+                                                           dm:    0.05
+                                                           dx:    0.08
 Iteration 10
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.8| model 3: 1.6| model 4: 26.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    7.79
-                                                           dm:    0.07
-                                                           dx:    0.11
+	model 1: 16.9| model 2: 12.9| model 3: 2.6| model 4: 25.5| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    2.51
+                                                           dm:    0.16
+                                                           dx:    0.08
 Iteration 11
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.8| model 3: 2.0| model 4: 25.8| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    6.43
-                                                           dm:    0.39
-                                                           dx:    0.14
+	model 1: 16.9| model 2: 12.9| model 3: 2.6| model 4: 25.4| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    6.61
+                                                           dm:    0.04
+                                                           dx:    0.08
 Iteration 12
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.8| model 3: 2.1| model 4: 25.8| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -1.95
+	model 1: 17.0| model 2: 12.9| model 3: 2.4| model 4: 25.5| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    5.43
                                                            dm:    0.09
-                                                           dx:    0.13
+                                                           dx:    0.09
 Iteration 13
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.8| model 3: 2.2| model 4: 25.6| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    5.86
-                                                           dm:    0.17
-                                                           dx:    0.13
+	model 1: 17.0| model 2: 12.8| model 3: 2.7| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    1.61
+                                                           dm:    0.20
+                                                           dx:    0.09
 Iteration 14
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.8| model 3: 2.5| model 4: 25.4| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    0.81
-                                                           dm:    0.22
-                                                           dx:    0.16
+	model 1: 17.0| model 2: 12.8| model 3: 3.0| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -7.24
+                                                           dm:    0.28
+                                                           dx:    0.09
 Iteration 15
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.8| model 3: 2.4| model 4: 25.4| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    0.17
-                                                           dm:    0.06
-                                                           dx:    0.20
+	model 1: 17.1| model 2: 12.8| model 3: 2.7| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   12.76
+                                                           dm:    0.14
+                                                           dx:    0.11
 Iteration 16
 	model frequencies (percent)
-	model 1: 17.2| model 2: 12.8| model 3: 2.1| model 4: 25.7| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   16.41
-                                                           dm:    0.26
-                                                           dx:    0.09
+	model 1: 17.1| model 2: 12.8| model 3: 2.6| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -5.48
+                                                           dm:    0.09
+                                                           dx:    0.12
 Iteration 17
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 2.9| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -9.72
-                                                           dm:    0.57
-                                                           dx:    0.11
+	model 1: 17.2| model 2: 12.8| model 3: 2.1| model 4: 25.7| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    0.81
+                                                           dm:    0.41
+                                                           dx:    0.09
 Iteration 18
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.8| model 3: 2.7| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    9.75
-                                                           dm:    0.12
-                                                           dx:    0.06
+	model 1: 17.2| model 2: 12.8| model 3: 2.2| model 4: 25.7| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    5.42
+                                                           dm:    0.01
+                                                           dx:    0.10
 Iteration 19
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 3.0| model 4: 25.0| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -9.20
-                                                           dm:    0.20
-                                                           dx:    0.07
+	model 1: 17.1| model 2: 12.8| model 3: 2.6| model 4: 25.4| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    2.89
+                                                           dm:    0.33
+                                                           dx:    0.09
 Iteration 20
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 2.7| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   10.95
-                                                           dm:    0.20
-                                                           dx:    0.09
+	model 1: 17.0| model 2: 12.8| model 3: 2.9| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    1.17
+                                                           dm:    0.32
+                                                           dx:    0.10
 Iteration 21
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.8| model 3: 2.9| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -0.09
-                                                           dm:    0.15
-                                                           dx:    0.07
+	model 1: 17.1| model 2: 12.8| model 3: 2.7| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    7.29
+                                                           dm:    0.14
+                                                           dx:    0.06
 Iteration 22
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.9| model 3: 2.9| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:  -21.70
-                                                           dm:    0.05
-                                                           dx:    0.07
+	model 1: 17.0| model 2: 12.8| model 3: 2.9| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   10.94
+                                                           dm:    0.10
+                                                           dx:    0.19
 Iteration 23
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.9| model 3: 2.8| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   22.77
-                                                           dm:    0.03
+	model 1: 16.8| model 2: 12.9| model 3: 3.3| model 4: 24.8| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:  -20.08
+                                                           dm:    0.32
                                                            dx:    0.06
 Iteration 24
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 3.2| model 4: 24.9| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    0.04
-                                                           dm:    0.31
-                                                           dx:    0.06
+	model 1: 17.1| model 2: 12.9| model 3: 2.3| model 4: 25.5| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -4.69
+                                                           dm:    0.74
+                                                           dx:    0.15
 Iteration 25
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 3.2| model 4: 24.8| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:  -14.47
-                                                           dm:    0.06
+	model 1: 17.1| model 2: 12.8| model 3: 2.6| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    7.57
+                                                           dm:    0.19
                                                            dx:    0.05
 Iteration 26
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.8| model 3: 2.7| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   12.49
-                                                           dm:    0.40
-                                                           dx:    0.06
+	model 1: 17.1| model 2: 12.8| model 3: 2.8| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    2.88
+                                                           dm:    0.21
+                                                           dx:    0.04
 Iteration 27
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.8| model 3: 3.2| model 4: 24.9| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -1.39
-                                                           dm:    0.31
-                                                           dx:    0.11
+	model 1: 17.1| model 2: 12.8| model 3: 2.6| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -2.21
+                                                           dm:    0.16
+                                                           dx:    0.25
 Iteration 28
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.9| model 3: 2.9| model 4: 25.0| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -7.91
+	model 1: 17.2| model 2: 12.8| model 3: 2.4| model 4: 25.4| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -2.42
                                                            dm:    0.14
-                                                           dx:    0.08
+                                                           dx:    0.19
 Iteration 29
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 2.9| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -1.63
-                                                           dm:    0.10
-                                                           dx:    0.09
+	model 1: 17.1| model 2: 12.8| model 3: 2.9| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -9.25
+                                                           dm:    0.30
+                                                           dx:    0.23
 Iteration 30
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.9| model 3: 2.6| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   15.90
-                                                           dm:    0.22
-                                                           dx:    0.07
+	model 1: 17.1| model 2: 12.8| model 3: 2.8| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   13.00
+                                                           dm:    0.01
+                                                           dx:    0.11
 Iteration 31
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.9| model 3: 3.0| model 4: 25.0| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:  -18.82
-                                                           dm:    0.34
-                                                           dx:    0.09
+	model 1: 17.1| model 2: 12.8| model 3: 2.9| model 4: 25.0| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   11.31
+                                                           dm:    0.13
+                                                           dx:    0.07
 Iteration 32
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.9| model 3: 2.3| model 4: 25.6| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   16.05
-                                                           dm:    0.56
-                                                           dx:    0.09
+	model 1: 16.9| model 2: 12.8| model 3: 3.6| model 4: 24.6| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -7.69
+                                                           dm:    0.46
+                                                           dx:    0.23
 Iteration 33
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 2.8| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:  -13.80
-                                                           dm:    0.34
-                                                           dx:    0.11
+	model 1: 16.9| model 2: 12.9| model 3: 3.5| model 4: 24.6| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:  -13.91
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 34
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 2.6| model 4: 25.4| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   18.34
-                                                           dm:    0.17
-                                                           dx:    0.10
+	model 1: 17.1| model 2: 12.9| model 3: 2.9| model 4: 25.0| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   11.55
+                                                           dm:    0.45
+                                                           dx:    0.28
 Iteration 35
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.9| model 3: 3.0| model 4: 25.0| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:  -15.39
-                                                           dm:    0.35
-                                                           dx:    0.11
+	model 1: 17.1| model 2: 12.8| model 3: 2.7| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    1.35
+                                                           dm:    0.31
+                                                           dx:    0.14
 Iteration 36
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.9| model 3: 2.7| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -1.53
-                                                           dm:    0.23
-                                                           dx:    0.10
+	model 1: 17.1| model 2: 12.8| model 3: 2.6| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    1.45
+                                                           dm:    0.03
+                                                           dx:    0.23
 Iteration 37
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 2.5| model 4: 25.4| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   16.14
-                                                           dm:    0.16
-                                                           dx:    0.14
+	model 1: 17.1| model 2: 12.8| model 3: 3.0| model 4: 25.0| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    3.80
+                                                           dm:    0.25
+                                                           dx:    0.17
 Iteration 38
 	model frequencies (percent)
-	model 1: 16.8| model 2: 12.8| model 3: 3.4| model 4: 24.8| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    0.38
-                                                           dm:    0.62
-                                                           dx:    0.14
+	model 1: 16.9| model 2: 12.8| model 3: 3.6| model 4: 24.5| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:  -18.76
+                                                           dm:    0.48
+                                                           dx:    0.27
 Iteration 39
 	model frequencies (percent)
-	model 1: 16.8| model 2: 12.9| model 3: 3.6| model 4: 24.6| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:  -18.61
-                                                           dm:    0.21
-                                                           dx:    0.11
+	model 1: 17.1| model 2: 12.8| model 3: 2.7| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   19.72
+                                                           dm:    0.56
+                                                           dx:    0.30
 Iteration 40
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.9| model 3: 2.7| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   19.20
-                                                           dm:    0.68
-                                                           dx:    0.11
+	model 1: 16.9| model 2: 12.8| model 3: 3.6| model 4: 24.6| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:  -15.77
+                                                           dm:    0.55
+                                                           dx:    0.28
 Iteration 41
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.9| model 3: 3.0| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:  -10.01
-                                                           dm:    0.21
-                                                           dx:    0.12
+	model 1: 17.0| model 2: 12.9| model 3: 3.1| model 4: 24.8| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   13.36
+                                                           dm:    0.27
+                                                           dx:    0.14
 Iteration 42
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.9| model 3: 3.0| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    8.44
-                                                           dm:    0.01
-                                                           dx:    0.12
+	model 1: 16.9| model 2: 12.8| model 3: 3.6| model 4: 24.5| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:  -16.74
+                                                           dm:    0.32
+                                                           dx:    0.13
 Iteration 43
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.9| model 3: 3.0| model 4: 25.1| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:  -18.39
-                                                           dm:    0.03
-                                                           dx:    0.11
+	model 1: 17.1| model 2: 12.9| model 3: 2.9| model 4: 25.0| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    8.05
+                                                           dm:    0.44
+                                                           dx:    0.27
 Iteration 44
 	model frequencies (percent)
-	model 1: 17.1| model 2: 12.9| model 3: 2.4| model 4: 25.5| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    2.16
-                                                           dm:    0.48
-                                                           dx:    0.12
+	model 1: 17.0| model 2: 12.8| model 3: 3.0| model 4: 25.0| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    3.03
+                                                           dm:    0.04
+                                                           dx:    0.11
 Iteration 45
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.8| model 3: 2.5| model 4: 25.5| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   10.20
-                                                           dm:    0.05
-                                                           dx:    0.16
+	model 1: 17.1| model 2: 12.8| model 3: 2.6| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    4.71
+                                                           dm:    0.24
+                                                           dx:    0.23
 Iteration 46
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.8| model 3: 2.9| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -6.45
-                                                           dm:    0.30
-                                                           dx:    0.13
+	model 1: 17.0| model 2: 12.8| model 3: 3.3| model 4: 24.8| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -7.25
+                                                           dm:    0.45
+                                                           dx:    0.23
 Iteration 47
 	model frequencies (percent)
-	model 1: 16.9| model 2: 12.9| model 3: 2.8| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   -2.08
-                                                           dm:    0.02
-                                                           dx:    0.13
+	model 1: 17.0| model 2: 12.8| model 3: 3.3| model 4: 24.7| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    9.30
+                                                           dm:    0.07
+                                                           dx:    0.09
 Iteration 48
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.9| model 3: 2.8| model 4: 25.2| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   18.05
-                                                           dm:    0.02
-                                                           dx:    0.18
+	model 1: 16.9| model 2: 12.8| model 3: 3.4| model 4: 24.6| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -0.25
+                                                           dm:    0.09
+                                                           dx:    0.11
 Iteration 49
 	model frequencies (percent)
-	model 1: 16.8| model 2: 12.9| model 3: 3.4| model 4: 24.7| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:    4.56
-                                                           dm:    0.44
-                                                           dx:    0.16
+	model 1: 17.0| model 2: 12.9| model 3: 3.0| model 4: 24.9| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -7.51
+                                                           dm:    0.28
+                                                           dx:    0.11
 Iteration 50
 	model frequencies (percent)
-	model 1: 16.8| model 2: 12.9| model 3: 3.4| model 4: 24.7| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:  -20.11
-                                                           dm:    0.00
-                                                           dx:    0.10
+	model 1: 16.9| model 2: 12.8| model 3: 3.6| model 4: 24.5| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:    4.58
+                                                           dm:    0.37
+                                                           dx:    0.14
 Iteration 51
 	model frequencies (percent)
-	model 1: 17.0| model 2: 12.9| model 3: 2.7| model 4: 25.3| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
-                                                           dL:   10.37
-                                                           dm:    0.51
-                                                           dx:    0.11
+	model 1: 17.0| model 2: 12.9| model 3: 3.3| model 4: 24.7| model 5: 11.5| model 6: 15.0| model 7: 15.7| 
+                                                           dL:   -3.20
+                                                           dm:    0.18
+                                                           dx:    0.09

hbi_output/1238/300_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:58:19
+Hierarchical Bayesian Inference                    2026-05-22 17:46:49
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 57.6| model 2: 14.7| model 3: 6.0| model 4: 16.1| model 5: 3.0| model 6: 0.8| model 7: 1.8| 
-                                                           dL:  402.44
-                                                           dm:   42.36
-                                                           dx:   11.55
+	model 1: 51.0| model 2: 12.9| model 3: 2.8| model 4: 21.0| model 5: 6.1| model 6: 2.0| model 7: 4.3| 
+                                                           dL:  322.36
+                                                           dm:   49.04
+                                                           dx:    9.10
 Iteration 03
 	model frequencies (percent)
-	model 1: 59.8| model 2: 14.2| model 3: 2.1| model 4: 14.6| model 5: 4.2| model 6: 1.6| model 7: 3.5| 
-                                                           dL:   53.67
-                                                           dm:    2.11
-                                                           dx:    0.91
+	model 1: 56.2| model 2: 13.7| model 3: 1.7| model 4: 16.8| model 5: 5.3| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   41.37
+                                                           dm:    5.20
+                                                           dx:    0.75
 Iteration 04
 	model frequencies (percent)
-	model 1: 59.5| model 2: 14.2| model 3: 0.3| model 4: 15.1| model 5: 4.7| model 6: 1.9| model 7: 4.2| 
-                                                           dL:   58.78
-                                                           dm:    0.22
-                                                           dx:    0.45
+	model 1: 57.2| model 2: 13.9| model 3: 2.2| model 4: 15.2| model 5: 5.1| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    8.84
+                                                           dm:    1.09
+                                                           dx:    0.30
 Iteration 05
 	model frequencies (percent)
-	model 1: 59.1| model 2: 14.1| model 3: 0.3| model 4: 15.3| model 5: 4.9| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   33.17
-                                                           dm:    0.43
-                                                           dx:    0.42
+	model 1: 57.6| model 2: 14.0| model 3: 2.6| model 4: 14.4| model 5: 5.1| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    1.76
+                                                           dm:    0.35
+                                                           dx:    0.27
 Iteration 06
 	model frequencies (percent)
-	model 1: 58.6| model 2: 14.1| model 3: 1.1| model 4: 14.9| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   14.01
-                                                           dm:    0.50
-                                                           dx:    0.44
+	model 1: 58.0| model 2: 14.0| model 3: 2.3| model 4: 14.2| model 5: 5.1| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    5.67
+                                                           dm:    0.45
+                                                           dx:    0.19
 Iteration 07
 	model frequencies (percent)
-	model 1: 58.8| model 2: 14.0| model 3: 0.8| model 4: 15.0| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    4.55
-                                                           dm:    0.22
-                                                           dx:    0.20
+	model 1: 58.0| model 2: 14.0| model 3: 2.6| model 4: 14.0| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -7.63
+                                                           dm:    0.05
+                                                           dx:    0.16
 Iteration 08
 	model frequencies (percent)
-	model 1: 58.6| model 2: 14.0| model 3: 1.4| model 4: 14.6| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    2.52
-                                                           dm:    0.21
-                                                           dx:    0.33
+	model 1: 58.2| model 2: 14.0| model 3: 2.6| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    9.45
+                                                           dm:    0.25
+                                                           dx:    0.08
 Iteration 09
 	model frequencies (percent)
-	model 1: 58.5| model 2: 14.0| model 3: 1.6| model 4: 14.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   12.74
-                                                           dm:    0.11
-                                                           dx:    0.19
+	model 1: 58.1| model 2: 14.0| model 3: 2.5| model 4: 14.0| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    1.21
+                                                           dm:    0.17
+                                                           dx:    0.07
 Iteration 10
 	model frequencies (percent)
-	model 1: 58.2| model 2: 14.0| model 3: 1.6| model 4: 14.7| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    0.32
-                                                           dm:    0.27
-                                                           dx:    0.21
+	model 1: 58.1| model 2: 14.0| model 3: 2.8| model 4: 13.7| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -1.69
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 11
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.1| model 4: 14.2| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    0.46
-                                                           dm:    0.08
-                                                           dx:    0.18
+	model 1: 57.8| model 2: 14.0| model 3: 2.8| model 4: 14.1| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -5.38
+                                                           dm:    0.30
+                                                           dx:    0.10
 Iteration 12
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.0| model 3: 2.2| model 4: 14.4| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    8.33
-                                                           dm:    0.24
-                                                           dx:    0.21
+	model 1: 58.2| model 2: 14.0| model 3: 2.6| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    1.89
+                                                           dm:    0.41
+                                                           dx:    0.09
 Iteration 13
 	model frequencies (percent)
-	model 1: 58.2| model 2: 14.0| model 3: 2.3| model 4: 14.0| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    5.06
-                                                           dm:    0.15
-                                                           dx:    0.16
+	model 1: 58.0| model 2: 14.0| model 3: 2.5| model 4: 14.1| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    1.71
+                                                           dm:    0.20
+                                                           dx:    0.06
 Iteration 14
 	model frequencies (percent)
-	model 1: 57.8| model 2: 14.0| model 3: 2.7| model 4: 14.1| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -5.14
-                                                           dm:    0.45
-                                                           dx:    0.11
+	model 1: 58.3| model 2: 14.0| model 3: 2.3| model 4: 14.0| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    2.67
+                                                           dm:    0.27
+                                                           dx:    0.06
 Iteration 15
 	model frequencies (percent)
-	model 1: 58.0| model 2: 14.0| model 3: 2.8| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:  -10.43
-                                                           dm:    0.29
-                                                           dx:    0.07
+	model 1: 58.1| model 2: 14.0| model 3: 2.4| model 4: 14.2| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -8.67
+                                                           dm:    0.21
+                                                           dx:    0.06
 Iteration 16
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.3| model 4: 14.0| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   11.47
-                                                           dm:    0.23
-                                                           dx:    0.09
+	model 1: 58.3| model 2: 14.0| model 3: 2.4| model 4: 13.9| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    8.04
+                                                           dm:    0.24
+                                                           dx:    0.07
 Iteration 17
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.4| model 4: 13.9| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -2.73
-                                                           dm:    0.01
-                                                           dx:    0.13
+	model 1: 58.0| model 2: 14.0| model 3: 2.4| model 4: 14.2| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    0.05
+                                                           dm:    0.26
+                                                           dx:    0.06
 Iteration 18
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.0| model 3: 2.2| model 4: 14.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -2.70
-                                                           dm:    0.15
-                                                           dx:    0.14
+	model 1: 58.1| model 2: 14.0| model 3: 2.8| model 4: 13.7| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    3.30
+                                                           dm:    0.04
+                                                           dx:    0.08
 Iteration 19
 	model frequencies (percent)
-	model 1: 58.4| model 2: 14.0| model 3: 2.2| model 4: 14.0| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -1.38
-                                                           dm:    0.29
-                                                           dx:    0.07
+	model 1: 57.9| model 2: 14.0| model 3: 2.9| model 4: 13.9| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -2.96
+                                                           dm:    0.22
+                                                           dx:    0.05
 Iteration 20
 	model frequencies (percent)
-	model 1: 58.4| model 2: 14.0| model 3: 2.0| model 4: 14.2| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -1.65
-                                                           dm:    0.03
-                                                           dx:    0.10
+	model 1: 58.0| model 2: 14.0| model 3: 2.9| model 4: 13.7| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    4.88
+                                                           dm:    0.17
+                                                           dx:    0.07
 Iteration 21
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.4| model 4: 13.9| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   19.01
-                                                           dm:    0.13
-                                                           dx:    0.09
+	model 1: 57.8| model 2: 14.0| model 3: 3.1| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -5.89
+                                                           dm:    0.26
+                                                           dx:    0.06
 Iteration 22
 	model frequencies (percent)
-	model 1: 57.8| model 2: 14.0| model 3: 2.9| model 4: 13.9| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -9.86
-                                                           dm:    0.46
-                                                           dx:    0.29
+	model 1: 58.2| model 2: 14.0| model 3: 2.6| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -4.34
+                                                           dm:    0.45
+                                                           dx:    0.13
 Iteration 23
 	model frequencies (percent)
-	model 1: 58.0| model 2: 14.0| model 3: 3.1| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -1.63
-                                                           dm:    0.16
-                                                           dx:    0.08
+	model 1: 58.4| model 2: 14.0| model 3: 1.8| model 4: 14.4| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:  -12.64
+                                                           dm:    0.15
+                                                           dx:    0.16
 Iteration 24
 	model frequencies (percent)
-	model 1: 58.0| model 2: 14.0| model 3: 2.8| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -2.88
-                                                           dm:    0.00
-                                                           dx:    0.08
+	model 1: 58.7| model 2: 14.0| model 3: 1.8| model 4: 14.1| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   10.32
+                                                           dm:    0.28
+                                                           dx:    0.05
 Iteration 25
 	model frequencies (percent)
-	model 1: 58.2| model 2: 14.0| model 3: 2.9| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    2.76
-                                                           dm:    0.17
-                                                           dx:    0.07
+	model 1: 58.4| model 2: 14.0| model 3: 1.9| model 4: 14.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    3.40
+                                                           dm:    0.24
+                                                           dx:    0.06
 Iteration 26
 	model frequencies (percent)
-	model 1: 57.9| model 2: 14.0| model 3: 3.0| model 4: 13.7| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -8.19
-                                                           dm:    0.22
-                                                           dx:    0.14
+	model 1: 58.5| model 2: 14.0| model 3: 2.4| model 4: 13.7| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    0.78
+                                                           dm:    0.11
+                                                           dx:    0.07
 Iteration 27
 	model frequencies (percent)
-	model 1: 58.4| model 2: 14.0| model 3: 2.5| model 4: 13.6| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    9.06
-                                                           dm:    0.48
-                                                           dx:    0.15
+	model 1: 58.4| model 2: 14.0| model 3: 2.4| model 4: 13.9| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -1.41
+                                                           dm:    0.17
+                                                           dx:    0.08
 Iteration 28
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.7| model 4: 13.7| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -3.35
-                                                           dm:    0.16
-                                                           dx:    0.08
+	model 1: 58.4| model 2: 14.0| model 3: 2.5| model 4: 13.7| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    5.19
+                                                           dm:    0.03
+                                                           dx:    0.25
 Iteration 29
 	model frequencies (percent)
-	model 1: 58.5| model 2: 14.0| model 3: 2.8| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    1.70
-                                                           dm:    0.22
-                                                           dx:    0.07
+	model 1: 58.1| model 2: 14.0| model 3: 2.7| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -4.06
+                                                           dm:    0.28
+                                                           dx:    0.30
 Iteration 30
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.0| model 3: 2.7| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -0.23
-                                                           dm:    0.38
-                                                           dx:    0.24
+	model 1: 58.6| model 2: 14.0| model 3: 2.6| model 4: 13.4| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -0.51
+                                                           dm:    0.47
+                                                           dx:    0.10
 Iteration 31
 	model frequencies (percent)
-	model 1: 58.2| model 2: 14.0| model 3: 2.9| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -0.80
+	model 1: 58.5| model 2: 14.0| model 3: 2.3| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -1.90
                                                            dm:    0.07
-                                                           dx:    0.28
+                                                           dx:    0.07
 Iteration 32
 	model frequencies (percent)
-	model 1: 58.2| model 2: 14.0| model 3: 2.8| model 4: 13.6| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    1.94
-                                                           dm:    0.00
-                                                           dx:    0.14
+	model 1: 58.6| model 2: 14.0| model 3: 2.4| model 4: 13.6| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    4.72
+                                                           dm:    0.07
+                                                           dx:    0.16
 Iteration 33
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 3.0| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -8.66
-                                                           dm:    0.17
-                                                           dx:    0.10
+	model 1: 58.3| model 2: 14.0| model 3: 2.6| model 4: 13.8| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -2.90
+                                                           dm:    0.29
+                                                           dx:    0.09
 Iteration 34
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.7| model 4: 13.6| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    4.01
-                                                           dm:    0.07
-                                                           dx:    0.10
+	model 1: 58.4| model 2: 14.0| model 3: 2.7| model 4: 13.4| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -5.74
+                                                           dm:    0.15
+                                                           dx:    0.13
 Iteration 35
 	model frequencies (percent)
-	model 1: 58.4| model 2: 14.0| model 3: 2.9| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -4.94
-                                                           dm:    0.08
-                                                           dx:    0.07
+	model 1: 58.3| model 2: 14.0| model 3: 2.4| model 4: 13.9| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   15.19
+                                                           dm:    0.14
+                                                           dx:    0.10
 Iteration 36
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.9| model 4: 13.4| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -4.17
+	model 1: 58.4| model 2: 14.0| model 3: 2.8| model 4: 13.4| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -9.51
                                                            dm:    0.11
                                                            dx:    0.08
 Iteration 37
 	model frequencies (percent)
-	model 1: 58.6| model 2: 14.0| model 3: 2.7| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    1.79
-                                                           dm:    0.39
-                                                           dx:    0.13
+	model 1: 58.5| model 2: 14.0| model 3: 2.9| model 4: 13.2| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    1.98
+                                                           dm:    0.08
+                                                           dx:    0.04
 Iteration 38
 	model frequencies (percent)
-	model 1: 58.5| model 2: 14.0| model 3: 2.6| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -3.12
-                                                           dm:    0.17
-                                                           dx:    0.12
+	model 1: 58.2| model 2: 14.0| model 3: 2.9| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    9.48
+                                                           dm:    0.24
+                                                           dx:    0.07
 Iteration 39
 	model frequencies (percent)
-	model 1: 58.7| model 2: 14.0| model 3: 2.6| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    9.21
-                                                           dm:    0.25
-                                                           dx:    0.11
+	model 1: 58.1| model 2: 14.0| model 3: 3.2| model 4: 13.2| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -9.42
+                                                           dm:    0.14
+                                                           dx:    0.13
 Iteration 40
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.7| model 4: 13.6| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -2.39
-                                                           dm:    0.45
-                                                           dx:    0.11
+	model 1: 58.3| model 2: 14.0| model 3: 2.8| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -1.42
+                                                           dm:    0.17
+                                                           dx:    0.09
 Iteration 41
 	model frequencies (percent)
 	model 1: 58.5| model 2: 14.0| model 3: 2.7| model 4: 13.4| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    7.70
-                                                           dm:    0.25
+                                                           dL:    2.59
+                                                           dm:    0.19
                                                            dx:    0.07
 Iteration 42
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.4| model 4: 13.9| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -5.81
-                                                           dm:    0.23
-                                                           dx:    0.13
+	model 1: 58.2| model 2: 14.0| model 3: 2.8| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -2.91
+                                                           dm:    0.22
+                                                           dx:    0.11
 Iteration 43
 	model frequencies (percent)
-	model 1: 58.4| model 2: 14.0| model 3: 2.7| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   14.35
-                                                           dm:    0.10
+	model 1: 58.5| model 2: 14.0| model 3: 2.8| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    0.42
+                                                           dm:    0.23
                                                            dx:    0.08
 Iteration 44
 	model frequencies (percent)
-	model 1: 58.2| model 2: 14.0| model 3: 2.9| model 4: 13.6| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:  -11.11
-                                                           dm:    0.23
-                                                           dx:    0.08
+	model 1: 58.3| model 2: 14.0| model 3: 2.7| model 4: 13.6| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    0.08
+                                                           dm:    0.18
+                                                           dx:    0.06
 Iteration 45
 	model frequencies (percent)
-	model 1: 58.4| model 2: 14.0| model 3: 2.9| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    1.12
-                                                           dm:    0.26
-                                                           dx:    0.07
+	model 1: 58.4| model 2: 14.0| model 3: 2.6| model 4: 13.6| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    7.12
+                                                           dm:    0.15
+                                                           dx:    0.10
 Iteration 46
 	model frequencies (percent)
-	model 1: 58.2| model 2: 14.0| model 3: 2.9| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -3.11
-                                                           dm:    0.20
-                                                           dx:    0.06
+	model 1: 58.5| model 2: 14.0| model 3: 2.8| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -5.92
+                                                           dm:    0.02
+                                                           dx:    0.10
 Iteration 47
 	model frequencies (percent)
-	model 1: 58.5| model 2: 14.0| model 3: 2.9| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    1.73
+	model 1: 58.2| model 2: 14.0| model 3: 2.9| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    5.57
                                                            dm:    0.23
-                                                           dx:    0.06
+                                                           dx:    0.07
 Iteration 48
 	model frequencies (percent)
-	model 1: 58.3| model 2: 14.0| model 3: 2.8| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   -2.91
-                                                           dm:    0.18
+	model 1: 58.4| model 2: 14.0| model 3: 2.9| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -5.89
+                                                           dm:    0.19
                                                            dx:    0.06
 Iteration 49
 	model frequencies (percent)
-	model 1: 58.5| model 2: 14.0| model 3: 2.8| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:   11.93
-                                                           dm:    0.24
-                                                           dx:    0.06
+	model 1: 58.2| model 2: 14.0| model 3: 2.9| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:   -3.46
+                                                           dm:    0.20
+                                                           dx:    0.07
 Iteration 50
 	model frequencies (percent)
-	model 1: 58.2| model 2: 14.0| model 3: 2.9| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:  -11.21
-                                                           dm:    0.27
-                                                           dx:    0.10
+	model 1: 58.5| model 2: 14.0| model 3: 2.9| model 4: 13.2| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    2.18
+                                                           dm:    0.25
+                                                           dx:    0.06
 Iteration 51
 	model frequencies (percent)
-	model 1: 58.5| model 2: 14.0| model 3: 2.8| model 4: 13.3| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
-                                                           dL:    2.21
-                                                           dm:    0.23
-                                                           dx:    0.07
+	model 1: 58.3| model 2: 14.0| model 3: 2.8| model 4: 13.5| model 5: 5.0| model 6: 2.0| model 7: 4.3| 
+                                                           dL:    7.01
+                                                           dm:    0.17
+                                                           dx:    0.05

hbi_output/1239/150_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 19:52:33
+Hierarchical Bayesian Inference                    2026-05-22 18:05:49
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 32.4| model 2: 16.4| model 3: 17.9| model 4: 20.9| model 5: 7.3| model 6: 2.6| model 7: 2.4| 
-                                                           dL:  164.67
-                                                           dm:   67.55
-                                                           dx:    8.49
+	model 1: 17.2| model 2: 11.5| model 3: 6.1| model 4: 24.0| model 5: 15.0| model 6: 12.3| model 7: 13.9| 
+                                                           dL:   90.06
+                                                           dm:   76.00
+                                                           dx:    5.57
 Iteration 03
 	model frequencies (percent)
-	model 1: 28.2| model 2: 12.6| model 3: 12.3| model 4: 23.0| model 5: 12.3| model 6: 6.3| model 7: 5.3| 
-                                                           dL:   51.63
-                                                           dm:    4.25
-                                                           dx:    0.75
+	model 1: 14.9| model 2: 9.2| model 3: 3.1| model 4: 26.9| model 5: 16.5| model 6: 13.6| model 7: 15.9| 
+                                                           dL:   28.53
+                                                           dm:    2.92
+                                                           dx:    1.10
 Iteration 04
 	model frequencies (percent)
-	model 1: 21.0| model 2: 9.8| model 3: 6.9| model 4: 27.4| model 5: 15.2| model 6: 10.4| model 7: 9.3| 
-                                                           dL:   32.75
-                                                           dm:    4.44
-                                                           dx:    0.46
+	model 1: 14.9| model 2: 7.8| model 3: 2.0| model 4: 27.3| model 5: 17.6| model 6: 13.9| model 7: 16.5| 
+                                                           dL:   13.85
+                                                           dm:    0.38
+                                                           dx:    0.38
 Iteration 05
 	model frequencies (percent)
-	model 1: 16.3| model 2: 8.0| model 3: 3.5| model 4: 29.7| model 5: 16.9| model 6: 12.8| model 7: 12.9| 
-                                                           dL:   21.28
-                                                           dm:    2.24
-                                                           dx:    0.38
+	model 1: 15.3| model 2: 7.0| model 3: 1.6| model 4: 27.2| model 5: 18.3| model 6: 14.0| model 7: 16.6| 
+                                                           dL:    1.81
+                                                           dm:    0.08
+                                                           dx:    0.23
 Iteration 06
 	model frequencies (percent)
-	model 1: 14.2| model 2: 7.0| model 3: 1.7| model 4: 30.0| model 5: 17.9| model 6: 13.7| model 7: 15.5| 
-                                                           dL:   20.07
-                                                           dm:    0.32
-                                                           dx:    0.36
+	model 1: 15.3| model 2: 7.0| model 3: 1.3| model 4: 27.0| model 5: 18.7| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    2.49
+                                                           dm:    0.22
+                                                           dx:    0.23
 Iteration 07
 	model frequencies (percent)
-	model 1: 14.5| model 2: 6.3| model 3: 0.9| model 4: 29.3| model 5: 18.5| model 6: 14.0| model 7: 16.5| 
-                                                           dL:   11.07
-                                                           dm:    0.72
-                                                           dx:    0.41
+	model 1: 14.8| model 2: 6.5| model 3: 0.8| model 4: 28.5| model 5: 18.7| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    4.30
+                                                           dm:    1.55
+                                                           dx:    0.29
 Iteration 08
 	model frequencies (percent)
-	model 1: 14.8| model 2: 5.9| model 3: 1.6| model 4: 28.1| model 5: 18.9| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    6.72
-                                                           dm:    1.13
-                                                           dx:    0.27
+	model 1: 14.6| model 2: 6.6| model 3: 0.8| model 4: 28.5| model 5: 18.9| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.69
+                                                           dm:    0.04
+                                                           dx:    0.54
 Iteration 09
 	model frequencies (percent)
-	model 1: 14.4| model 2: 5.7| model 3: 1.4| model 4: 28.7| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.92
-                                                           dm:    0.58
-                                                           dx:    0.24
+	model 1: 14.6| model 2: 6.1| model 3: 0.4| model 4: 29.3| model 5: 18.9| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    3.46
+                                                           dm:    0.80
+                                                           dx:    0.68
 Iteration 10
 	model frequencies (percent)
-	model 1: 14.3| model 2: 5.5| model 3: 1.3| model 4: 29.0| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -3.88
-                                                           dm:    0.31
-                                                           dx:    0.24
+	model 1: 14.6| model 2: 6.3| model 3: 0.3| model 4: 29.1| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.21
+                                                           dm:    0.18
+                                                           dx:    1.30
 Iteration 11
 	model frequencies (percent)
-	model 1: 14.3| model 2: 5.9| model 3: 1.1| model 4: 28.9| model 5: 19.2| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.01
-                                                           dm:    0.14
-                                                           dx:    0.20
+	model 1: 14.5| model 2: 6.0| model 3: 0.6| model 4: 29.3| model 5: 18.9| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    2.87
+                                                           dm:    0.17
+                                                           dx:    1.27
 Iteration 12
 	model frequencies (percent)
-	model 1: 14.2| model 2: 5.6| model 3: 1.5| model 4: 28.8| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.08
-                                                           dm:    0.03
-                                                           dx:    0.20
+	model 1: 14.4| model 2: 6.2| model 3: 1.1| model 4: 28.6| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.29
+                                                           dm:    0.68
+                                                           dx:    0.56
 Iteration 13
 	model frequencies (percent)
-	model 1: 14.2| model 2: 6.0| model 3: 1.6| model 4: 28.5| model 5: 19.2| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -2.82
-                                                           dm:    0.38
-                                                           dx:    0.36
+	model 1: 14.2| model 2: 5.9| model 3: 1.6| model 4: 28.7| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.86
+                                                           dm:    0.04
+                                                           dx:    0.38
 Iteration 14
 	model frequencies (percent)
-	model 1: 14.3| model 2: 5.7| model 3: 0.9| model 4: 29.4| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    4.61
-                                                           dm:    0.96
-                                                           dx:    0.65
+	model 1: 14.2| model 2: 6.1| model 3: 1.8| model 4: 28.1| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.61
+                                                           dm:    0.52
+                                                           dx:    0.26
 Iteration 15
 	model frequencies (percent)
-	model 1: 14.3| model 2: 6.0| model 3: 1.2| model 4: 28.8| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.60
-                                                           dm:    0.66
-                                                           dx:    0.43
+	model 1: 14.1| model 2: 5.8| model 3: 2.0| model 4: 28.4| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    2.10
+                                                           dm:    0.27
+                                                           dx:    0.27
 Iteration 16
 	model frequencies (percent)
-	model 1: 14.3| model 2: 5.7| model 3: 1.4| model 4: 28.9| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.80
-                                                           dm:    0.11
-                                                           dx:    0.26
+	model 1: 14.1| model 2: 6.1| model 3: 2.0| model 4: 28.0| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.37
+                                                           dm:    0.38
+                                                           dx:    0.17
 Iteration 17
 	model frequencies (percent)
-	model 1: 14.2| model 2: 6.0| model 3: 1.6| model 4: 28.4| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -1.05
-                                                           dm:    0.47
-                                                           dx:    0.15
+	model 1: 14.2| model 2: 5.8| model 3: 1.9| model 4: 28.4| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.82
+                                                           dm:    0.37
+                                                           dx:    0.08
 Iteration 18
 	model frequencies (percent)
-	model 1: 14.2| model 2: 5.7| model 3: 1.8| model 4: 28.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.60
-                                                           dm:    0.24
-                                                           dx:    0.15
+	model 1: 14.1| model 2: 6.1| model 3: 2.2| model 4: 27.9| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.79
+                                                           dm:    0.53
+                                                           dx:    0.19
 Iteration 19
 	model frequencies (percent)
-	model 1: 14.2| model 2: 6.0| model 3: 1.9| model 4: 28.2| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.51
-                                                           dm:    0.42
-                                                           dx:    0.18
+	model 1: 14.2| model 2: 5.8| model 3: 2.0| model 4: 28.4| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.87
+                                                           dm:    0.48
+                                                           dx:    0.09
 Iteration 20
 	model frequencies (percent)
-	model 1: 14.1| model 2: 5.7| model 3: 2.0| model 4: 28.4| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.21
-                                                           dm:    0.22
-                                                           dx:    0.41
+	model 1: 14.1| model 2: 6.1| model 3: 2.2| model 4: 27.8| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -3.62
+                                                           dm:    0.52
+                                                           dx:    0.13
 Iteration 21
 	model frequencies (percent)
-	model 1: 14.1| model 2: 6.0| model 3: 2.2| model 4: 27.9| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.98
-                                                           dm:    0.53
-                                                           dx:    0.27
+	model 1: 14.1| model 2: 5.8| model 3: 2.1| model 4: 28.3| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    3.58
+                                                           dm:    0.43
+                                                           dx:    0.11
 Iteration 22
 	model frequencies (percent)
-	model 1: 14.1| model 2: 5.7| model 3: 2.4| model 4: 28.1| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.65
-                                                           dm:    0.22
-                                                           dx:    0.22
+	model 1: 14.2| model 2: 6.1| model 3: 2.2| model 4: 27.8| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.20
+                                                           dm:    0.48
+                                                           dx:    0.08
 Iteration 23
 	model frequencies (percent)
-	model 1: 14.1| model 2: 6.0| model 3: 1.9| model 4: 28.2| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.14
-                                                           dm:    0.03
-                                                           dx:    0.38
+	model 1: 14.1| model 2: 5.8| model 3: 2.3| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.44
+                                                           dm:    0.24
+                                                           dx:    0.08
 Iteration 24
 	model frequencies (percent)
-	model 1: 14.0| model 2: 5.7| model 3: 2.5| model 4: 28.1| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.07
-                                                           dm:    0.06
-                                                           dx:    0.18
+	model 1: 14.1| model 2: 6.1| model 3: 2.4| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.69
+                                                           dm:    0.39
+                                                           dx:    0.07
 Iteration 25
 	model frequencies (percent)
-	model 1: 13.9| model 2: 6.0| model 3: 2.4| model 4: 27.9| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.67
-                                                           dm:    0.15
-                                                           dx:    0.22
+	model 1: 14.1| model 2: 5.8| model 3: 2.4| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.74
+                                                           dm:    0.33
+                                                           dx:    0.10
 Iteration 26
 	model frequencies (percent)
-	model 1: 13.9| model 2: 5.7| model 3: 2.2| model 4: 28.4| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.28
-                                                           dm:    0.49
-                                                           dx:    0.18
+	model 1: 14.1| model 2: 6.1| model 3: 2.4| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -4.98
+                                                           dm:    0.36
+                                                           dx:    0.08
 Iteration 27
 	model frequencies (percent)
-	model 1: 13.9| model 2: 6.0| model 3: 2.4| model 4: 28.0| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.04
-                                                           dm:    0.43
-                                                           dx:    0.20
+	model 1: 14.2| model 2: 5.8| model 3: 1.8| model 4: 28.5| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    4.14
+                                                           dm:    0.87
+                                                           dx:    0.10
 Iteration 28
 	model frequencies (percent)
-	model 1: 13.8| model 2: 5.7| model 3: 2.8| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.92
-                                                           dm:    0.04
-                                                           dx:    0.09
+	model 1: 14.2| model 2: 6.1| model 3: 1.9| model 4: 28.1| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -0.81
+                                                           dm:    0.43
+                                                           dx:    0.21
 Iteration 29
 	model frequencies (percent)
-	model 1: 13.8| model 2: 6.0| model 3: 2.6| model 4: 27.8| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -1.76
-                                                           dm:    0.18
-                                                           dx:    0.26
+	model 1: 14.1| model 2: 5.8| model 3: 2.2| model 4: 28.2| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.59
+                                                           dm:    0.13
+                                                           dx:    0.09
 Iteration 30
 	model frequencies (percent)
-	model 1: 14.0| model 2: 5.7| model 3: 2.3| model 4: 28.3| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.49
-                                                           dm:    0.51
-                                                           dx:    0.25
+	model 1: 14.1| model 2: 6.1| model 3: 2.3| model 4: 27.7| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.43
+                                                           dm:    0.48
+                                                           dx:    0.07
 Iteration 31
 	model frequencies (percent)
-	model 1: 13.9| model 2: 6.0| model 3: 2.4| model 4: 28.0| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.68
-                                                           dm:    0.28
-                                                           dx:    0.36
+	model 1: 14.1| model 2: 5.8| model 3: 2.4| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.41
+                                                           dm:    0.30
+                                                           dx:    0.08
 Iteration 32
 	model frequencies (percent)
-	model 1: 14.0| model 2: 5.7| model 3: 2.7| model 4: 27.8| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.78
-                                                           dm:    0.15
-                                                           dx:    0.13
+	model 1: 14.1| model 2: 6.1| model 3: 2.4| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -2.80
+                                                           dm:    0.37
+                                                           dx:    0.07
 Iteration 33
 	model frequencies (percent)
-	model 1: 14.1| model 2: 6.0| model 3: 2.3| model 4: 27.8| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -2.18
-                                                           dm:    0.01
-                                                           dx:    0.25
+	model 1: 14.1| model 2: 5.8| model 3: 2.3| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    2.49
+                                                           dm:    0.38
+                                                           dx:    0.07
 Iteration 34
 	model frequencies (percent)
-	model 1: 14.2| model 2: 5.7| model 3: 2.0| model 4: 28.3| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    2.48
-                                                           dm:    0.51
-                                                           dx:    0.36
+	model 1: 14.1| model 2: 6.1| model 3: 2.4| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.03
+                                                           dm:    0.39
+                                                           dx:    0.08
 Iteration 35
 	model frequencies (percent)
-	model 1: 13.9| model 2: 6.0| model 3: 2.3| model 4: 28.0| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -2.04
-                                                           dm:    0.30
-                                                           dx:    0.25
+	model 1: 14.1| model 2: 5.8| model 3: 2.4| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.20
+                                                           dm:    0.32
+                                                           dx:    0.09
 Iteration 36
 	model frequencies (percent)
-	model 1: 13.9| model 2: 5.7| model 3: 2.3| model 4: 28.4| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    2.16
-                                                           dm:    0.37
-                                                           dx:    0.35
+	model 1: 14.2| model 2: 6.1| model 3: 2.3| model 4: 27.7| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.48
+                                                           dm:    0.31
+                                                           dx:    0.07
 Iteration 37
 	model frequencies (percent)
-	model 1: 14.0| model 2: 6.0| model 3: 2.6| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -1.23
-                                                           dm:    0.82
-                                                           dx:    0.15
+	model 1: 14.1| model 2: 5.8| model 3: 2.4| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.62
+                                                           dm:    0.32
+                                                           dx:    0.10
 Iteration 38
 	model frequencies (percent)
-	model 1: 13.8| model 2: 5.7| model 3: 2.5| model 4: 28.2| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.96
-                                                           dm:    0.64
-                                                           dx:    0.26
+	model 1: 14.1| model 2: 6.1| model 3: 2.4| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.40
+                                                           dm:    0.34
+                                                           dx:    0.07
 Iteration 39
 	model frequencies (percent)
-	model 1: 14.0| model 2: 6.0| model 3: 2.6| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.28
-                                                           dm:    0.67
-                                                           dx:    0.08
+	model 1: 14.1| model 2: 5.8| model 3: 2.4| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.06
+                                                           dm:    0.34
+                                                           dx:    0.07
 Iteration 40
 	model frequencies (percent)
-	model 1: 13.8| model 2: 5.7| model 3: 3.1| model 4: 27.7| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -0.25
-                                                           dm:    0.09
-                                                           dx:    0.09
+	model 1: 14.1| model 2: 6.1| model 3: 2.4| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.07
+                                                           dm:    0.35
+                                                           dx:    0.08
 Iteration 41
 	model frequencies (percent)
-	model 1: 13.7| model 2: 6.0| model 3: 2.8| model 4: 27.7| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -3.55
-                                                           dm:    0.07
-                                                           dx:    0.12
+	model 1: 14.1| model 2: 5.8| model 3: 2.4| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.46
+                                                           dm:    0.35
+                                                           dx:    0.07
 Iteration 42
 	model frequencies (percent)
-	model 1: 14.1| model 2: 5.7| model 3: 2.2| model 4: 28.3| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    2.68
-                                                           dm:    0.53
-                                                           dx:    0.36
+	model 1: 14.1| model 2: 6.1| model 3: 2.4| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.59
+                                                           dm:    0.36
+                                                           dx:    0.07
 Iteration 43
 	model frequencies (percent)
-	model 1: 13.8| model 2: 6.0| model 3: 2.5| model 4: 28.0| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -1.76
-                                                           dm:    0.30
-                                                           dx:    0.21
+	model 1: 14.2| model 2: 5.8| model 3: 2.3| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.37
+                                                           dm:    0.38
+                                                           dx:    0.07
 Iteration 44
 	model frequencies (percent)
-	model 1: 13.8| model 2: 5.7| model 3: 2.6| model 4: 28.2| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.51
-                                                           dm:    0.26
-                                                           dx:    0.20
+	model 1: 14.2| model 2: 6.1| model 3: 2.3| model 4: 27.7| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -0.73
+                                                           dm:    0.34
+                                                           dx:    0.06
 Iteration 45
 	model frequencies (percent)
-	model 1: 14.0| model 2: 6.0| model 3: 2.3| model 4: 28.0| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.44
-                                                           dm:    0.26
-                                                           dx:    0.20
+	model 1: 14.0| model 2: 5.8| model 3: 2.6| model 4: 27.8| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    0.23
+                                                           dm:    0.19
+                                                           dx:    0.10
 Iteration 46
 	model frequencies (percent)
-	model 1: 13.8| model 2: 5.7| model 3: 3.0| model 4: 27.8| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -3.16
-                                                           dm:    0.15
+	model 1: 13.9| model 2: 6.1| model 3: 2.7| model 4: 27.5| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -0.61
+                                                           dm:    0.36
                                                            dx:    0.07
 Iteration 47
 	model frequencies (percent)
-	model 1: 14.1| model 2: 6.0| model 3: 1.8| model 4: 28.3| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.51
-                                                           dm:    0.47
-                                                           dx:    0.24
+	model 1: 13.9| model 2: 5.8| model 3: 2.7| model 4: 27.8| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.17
+                                                           dm:    0.31
+                                                           dx:    0.07
 Iteration 48
 	model frequencies (percent)
-	model 1: 14.1| model 2: 5.7| model 3: 2.4| model 4: 28.1| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.63
+	model 1: 14.1| model 2: 6.1| model 3: 2.5| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.30
                                                            dm:    0.22
-                                                           dx:    0.09
+                                                           dx:    0.07
 Iteration 49
 	model frequencies (percent)
-	model 1: 13.9| model 2: 6.0| model 3: 2.5| model 4: 27.9| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:   -2.15
-                                                           dm:    0.16
-                                                           dx:    0.17
+	model 1: 14.1| model 2: 5.8| model 3: 2.4| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.03
+                                                           dm:    0.37
+                                                           dx:    0.07
 Iteration 50
 	model frequencies (percent)
-	model 1: 13.8| model 2: 5.7| model 3: 2.4| model 4: 28.3| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    1.13
-                                                           dm:    0.44
-                                                           dx:    0.37
+	model 1: 14.1| model 2: 6.1| model 3: 2.4| model 4: 27.6| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
+                                                           dL:   -1.04
+                                                           dm:    0.34
+                                                           dx:    0.08
 Iteration 51
 	model frequencies (percent)
-	model 1: 13.7| model 2: 6.0| model 3: 2.5| model 4: 28.1| model 5: 19.1| model 6: 14.0| model 7: 16.7| 
-                                                           dL:    0.41
-                                                           dm:    0.26
-                                                           dx:    0.21
+	model 1: 14.1| model 2: 5.8| model 3: 2.4| model 4: 28.0| model 5: 19.0| model 6: 14.0| model 7: 16.7| 
+                                                           dL:    1.46
+                                                           dm:    0.36
+                                                           dx:    0.07

hbi_output/1239/150_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 20:00:34
+Hierarchical Bayesian Inference                    2026-05-22 18:15:13
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 57.7| model 2: 16.2| model 3: 7.0| model 4: 15.5| model 5: 2.5| model 6: 0.4| model 7: 0.6| 
-                                                           dL:  204.40
-                                                           dm:   42.27
-                                                           dx:   16.50
+	model 1: 52.3| model 2: 13.4| model 3: 2.7| model 4: 21.7| model 5: 6.0| model 6: 2.0| model 7: 2.0| 
+                                                           dL:  173.33
+                                                           dm:   47.75
+                                                           dx:   13.53
 Iteration 03
 	model frequencies (percent)
-	model 1: 60.2| model 2: 15.7| model 3: 5.2| model 4: 14.0| model 5: 3.0| model 6: 0.8| model 7: 1.2| 
-                                                           dL:   20.29
-                                                           dm:    2.52
-                                                           dx:    0.48
+	model 1: 56.7| model 2: 14.1| model 3: 2.0| model 4: 18.5| model 5: 4.6| model 6: 2.0| model 7: 2.0| 
+                                                           dL:   11.70
+                                                           dm:    4.47
+                                                           dx:    0.49
 Iteration 04
 	model frequencies (percent)
-	model 1: 59.6| model 2: 15.3| model 3: 4.1| model 4: 14.9| model 5: 3.3| model 6: 1.1| model 7: 1.7| 
-                                                           dL:   -2.29
-                                                           dm:    0.60
-                                                           dx:    0.29
+	model 1: 57.8| model 2: 14.5| model 3: 2.0| model 4: 17.7| model 5: 4.1| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    4.37
+                                                           dm:    1.03
+                                                           dx:    0.26
 Iteration 05
 	model frequencies (percent)
-	model 1: 59.8| model 2: 15.1| model 3: 2.1| model 4: 16.2| model 5: 3.5| model 6: 1.4| model 7: 1.9| 
-                                                           dL:   -3.73
-                                                           dm:    0.18
-                                                           dx:    0.27
+	model 1: 58.0| model 2: 14.6| model 3: 2.0| model 4: 17.5| model 5: 4.0| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    1.75
+                                                           dm:    0.26
+                                                           dx:    0.25
 Iteration 06
 	model frequencies (percent)
-	model 1: 59.8| model 2: 15.0| model 3: 0.2| model 4: 17.6| model 5: 3.6| model 6: 1.8| model 7: 2.0| 
-                                                           dL:    8.71
-                                                           dm:    0.02
-                                                           dx:    0.35
+	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:   -8.91
+                                                           dm:    0.05
+                                                           dx:    0.26
 Iteration 07
 	model frequencies (percent)
-	model 1: 59.4| model 2: 14.8| model 3: 0.0| model 4: 18.1| model 5: 3.7| model 6: 2.0| model 7: 2.0| 
-                                                           dL:   16.30
-                                                           dm:    0.43
-                                                           dx:    0.68
+	model 1: 58.3| model 2: 14.6| model 3: 1.4| model 4: 17.8| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    0.53
+                                                           dm:    0.20
+                                                           dx:    0.28
 Iteration 08
 	model frequencies (percent)
-	model 1: 58.4| model 2: 14.8| model 3: 1.4| model 4: 17.7| model 5: 3.7| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    1.09
-                                                           dm:    0.94
-                                                           dx:    6.40
+	model 1: 58.1| model 2: 14.6| model 3: 1.7| model 4: 17.7| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    0.52
+                                                           dm:    0.13
+                                                           dx:    0.42
 Iteration 09
 	model frequencies (percent)
-	model 1: 58.4| model 2: 14.7| model 3: 1.3| model 4: 17.8| model 5: 3.8| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    8.12
-                                                           dm:    0.05
-                                                           dx:    0.29
+	model 1: 58.1| model 2: 14.6| model 3: 1.8| model 4: 17.6| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    0.70
+                                                           dm:    0.00
+                                                           dx:    0.40
 Iteration 10
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.7| model 3: 2.0| model 4: 17.5| model 5: 3.8| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.68
-                                                           dm:    0.27
-                                                           dx:    0.27
+	model 1: 58.3| model 2: 14.6| model 3: 1.4| model 4: 17.9| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    7.06
+                                                           dm:    0.13
+                                                           dx:    0.44
 Iteration 11
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.7| model 3: 2.0| model 4: 17.4| model 5: 3.8| model 6: 2.0| model 7: 2.0| 
-                                                           dL:   -0.18
-                                                           dm:    0.01
-                                                           dx:    0.09
+	model 1: 58.3| model 2: 14.6| model 3: 1.4| model 4: 17.9| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    0.29
+                                                           dm:    0.02
+                                                           dx:    0.63
 Iteration 12
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.22
+	model 1: 58.2| model 2: 14.5| model 3: 1.4| model 4: 18.0| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:   -6.53
                                                            dm:    0.00
-                                                           dx:    0.16
+                                                           dx:    0.63
 Iteration 13
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.04
-                                                           dm:    0.00
-                                                           dx:    0.04
+	model 1: 58.3| model 2: 14.5| model 3: 1.3| model 4: 18.0| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    8.08
+                                                           dm:    0.03
+                                                           dx:    0.55
 Iteration 14
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:   -0.20
-                                                           dm:    0.00
-                                                           dx:    0.03
+	model 1: 58.3| model 2: 14.5| model 3: 1.4| model 4: 18.0| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    1.13
+                                                           dm:    0.02
+                                                           dx:    0.48
 Iteration 15
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.19
-                                                           dm:    0.01
-                                                           dx:    0.12
+	model 1: 58.1| model 2: 14.5| model 3: 1.9| model 4: 17.6| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    0.67
+                                                           dm:    0.16
+                                                           dx:    0.59
 Iteration 16
 	model frequencies (percent)
-	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.03
+	model 1: 58.1| model 2: 14.5| model 3: 2.0| model 4: 17.5| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    0.05
                                                            dm:    0.01
-                                                           dx:    0.03
+                                                           dx:    0.31
 Iteration 17
 	model frequencies (percent)
 	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:   -0.19
+                                                           dL:    0.22
                                                            dm:    0.01
-                                                           dx:    0.02
+                                                           dx:    0.38
 Iteration 18
 	model frequencies (percent)
 	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.18
+                                                           dL:    0.09
                                                            dm:    0.01
-                                                           dx:    0.10
+                                                           dx:    0.23
 Iteration 19
 	model frequencies (percent)
 	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.03
+                                                           dL:   -0.17
                                                            dm:    0.01
-                                                           dx:    0.04
+                                                           dx:    0.20
 Iteration 20
 	model frequencies (percent)
 	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.03
+                                                           dL:    0.19
+                                                           dm:    0.01
+                                                           dx:    0.26
 Iteration 21
 	model frequencies (percent)
 	model 1: 58.1| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    0.05
+                                                           dm:    0.01
+                                                           dx:    0.12
+Iteration 22
+	model frequencies (percent)
+	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:    0.03
+                                                           dm:    0.00
+                                                           dx:    0.10
+Iteration 23
+	model frequencies (percent)
+	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:   -0.20
                                                            dm:    0.00
-                                                           dx:    0.01
-Iteration 22
+                                                           dx:    0.09
+Iteration 24
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.18
                                                            dm:    0.00
-                                                           dx:    0.09
-Iteration 23
+                                                           dx:    0.16
+Iteration 25
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.02
+                                                           dL:    0.03
                                                            dm:    0.00
                                                            dx:    0.04
-Iteration 24
+Iteration 26
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:   -0.20
                                                            dm:    0.00
                                                            dx:    0.03
-Iteration 25
+Iteration 27
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.17
                                                            dm:    0.00
-                                                           dx:    0.09
-Iteration 26
+                                                           dx:    0.12
+Iteration 28
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.03
                                                            dm:    0.00
-                                                           dx:    0.05
-Iteration 27
+                                                           dx:    0.03
+Iteration 29
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.03
-Iteration 28
+                                                           dx:    0.02
+Iteration 30
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:   -0.21
                                                            dm:    0.00
                                                            dx:    0.01
-Iteration 29
+Iteration 31
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.18
                                                            dm:    0.00
-                                                           dx:    0.09
-Iteration 30
+                                                           dx:    0.10
+Iteration 32
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.02
                                                            dm:    0.00
-                                                           dx:    0.05
-Iteration 31
+                                                           dx:    0.04
+Iteration 33
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:   -0.20
                                                            dm:    0.00
                                                            dx:    0.03
-Iteration 32
+Iteration 34
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.17
                                                            dm:    0.00
                                                            dx:    0.09
-Iteration 33
+Iteration 35
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.02
                                                            dm:    0.00
                                                            dx:    0.05
-Iteration 34
+Iteration 36
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.01
                                                            dm:    0.00
                                                            dx:    0.03
-Iteration 35
+Iteration 37
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:   -0.20
+                                                           dL:   -0.21
                                                            dm:    0.00
-                                                           dx:    0.02
-Iteration 36
+                                                           dx:    0.01
+Iteration 38
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.17
                                                            dm:    0.00
                                                            dx:    0.09
-Iteration 37
+Iteration 39
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.02
                                                            dm:    0.00
-                                                           dx:    0.05
-Iteration 38
+                                                           dx:    0.04
+Iteration 40
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:   -0.20
                                                            dm:    0.00
                                                            dx:    0.03
-Iteration 39
+Iteration 41
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.17
                                                            dm:    0.00
                                                            dx:    0.09
-Iteration 40
+Iteration 42
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.02
                                                            dm:    0.00
                                                            dx:    0.05
-Iteration 41
+Iteration 43
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.01
                                                            dm:    0.00
                                                            dx:    0.03
-Iteration 42
+Iteration 44
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:   -0.20
                                                            dm:    0.00
                                                            dx:    0.02
-Iteration 43
-	model frequencies (percent)
-	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.18
-                                                           dm:    0.00
-                                                           dx:    0.09
-Iteration 44
-	model frequencies (percent)
-	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:    0.02
-                                                           dm:    0.00
-                                                           dx:    0.05
 Iteration 45
-	model frequencies (percent)
-	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.4| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
-                                                           dL:   -0.20
-                                                           dm:    0.00
-                                                           dx:    0.03
-Iteration 46
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.3| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.17
                                                            dm:    0.00
                                                            dx:    0.09
-Iteration 47
+Iteration 46
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.3| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.02
                                                            dm:    0.00
                                                            dx:    0.05
-Iteration 48
+Iteration 47
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.3| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.01
                                                            dm:    0.00
                                                            dx:    0.03
-Iteration 49
+Iteration 48
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.3| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:   -0.20
                                                            dm:    0.00
                                                            dx:    0.02
-Iteration 50
+Iteration 49
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.3| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.17
                                                            dm:    0.00
                                                            dx:    0.09
-Iteration 51
+Iteration 50
 	model frequencies (percent)
 	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.3| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
                                                            dL:    0.02
                                                            dm:    0.00
-                                                           dx:    0.05
+                                                           dx:    0.04
+Iteration 51
+	model frequencies (percent)
+	model 1: 58.2| model 2: 14.6| model 3: 2.0| model 4: 17.3| model 5: 3.9| model 6: 2.0| model 7: 2.0| 
+                                                           dL:   -0.20
+                                                           dm:    0.00
+                                                           dx:    0.03

hbi_output/1239/150_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 20:09:21
+Hierarchical Bayesian Inference                    2026-05-22 18:22:36
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,290 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 34.7| model 2: 11.0| model 3: 16.0| model 4: 24.5| model 5: 7.2| model 6: 2.2| model 7: 4.4| 
-                                                           dL:  181.78
-                                                           dm:   65.33
-                                                           dx:   10.73
+	model 1: 19.3| model 2: 8.9| model 3: 6.6| model 4: 24.2| model 5: 12.1| model 6: 9.6| model 7: 19.2| 
+                                                           dL:  139.04
+                                                           dm:   75.76
+                                                           dx:    7.79
 Iteration 03
 	model frequencies (percent)
-	model 1: 27.8| model 2: 9.1| model 3: 9.2| model 4: 25.3| model 5: 11.2| model 6: 4.8| model 7: 12.7| 
-                                                           dL:   77.83
-                                                           dm:    6.89
-                                                           dx:    0.77
+	model 1: 16.3| model 2: 8.0| model 3: 5.4| model 4: 24.8| model 5: 13.1| model 6: 10.3| model 7: 22.1| 
+                                                           dL:    0.16
+                                                           dm:    0.58
+                                                           dx:    1.17
 Iteration 04
 	model frequencies (percent)
-	model 1: 19.7| model 2: 8.1| model 3: 4.4| model 4: 27.6| model 5: 12.8| model 6: 7.7| model 7: 19.8| 
-                                                           dL:   68.13
-                                                           dm:    2.24
-                                                           dx:    0.60
+	model 1: 17.9| model 2: 7.7| model 3: 2.4| model 4: 25.7| model 5: 13.5| model 6: 10.3| model 7: 22.5| 
+                                                           dL:    9.90
+                                                           dm:    0.85
+                                                           dx:    0.35
 Iteration 05
 	model frequencies (percent)
-	model 1: 17.3| model 2: 7.6| model 3: 2.8| model 4: 26.9| model 5: 13.4| model 6: 9.7| model 7: 22.3| 
-                                                           dL:   -2.06
-                                                           dm:    0.66
-                                                           dx:    0.54
+	model 1: 18.5| model 2: 7.5| model 3: 1.8| model 4: 25.4| model 5: 13.7| model 6: 10.5| model 7: 22.6| 
+                                                           dL:    4.66
+                                                           dm:    0.27
+                                                           dx:    0.21
 Iteration 06
 	model frequencies (percent)
-	model 1: 18.4| model 2: 7.4| model 3: 1.0| model 4: 26.5| model 5: 13.7| model 6: 10.3| model 7: 22.6| 
-                                                           dL:    6.81
-                                                           dm:    0.43
-                                                           dx:    0.46
+	model 1: 18.6| model 2: 7.4| model 3: 2.1| model 4: 24.9| model 5: 13.8| model 6: 10.5| model 7: 22.6| 
+                                                           dL:   -3.01
+                                                           dm:    0.47
+                                                           dx:    0.21
 Iteration 07
 	model frequencies (percent)
-	model 1: 18.9| model 2: 7.4| model 3: 0.7| model 4: 26.0| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
-                                                           dL:    1.63
-                                                           dm:    0.46
-                                                           dx:    0.43
+	model 1: 18.8| model 2: 7.4| model 3: 1.6| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.6| 
+                                                           dL:    0.48
+                                                           dm:    0.22
+                                                           dx:    0.18
 Iteration 08
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
-                                                           dL:    4.06
-                                                           dm:    0.17
-                                                           dx:    0.23
+	model 1: 18.9| model 2: 7.4| model 3: 1.5| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.20
+                                                           dm:    0.04
+                                                           dx:    0.24
 Iteration 09
 	model frequencies (percent)
-	model 1: 18.9| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -3.04
-                                                           dm:    0.52
-                                                           dx:    0.78
+	model 1: 18.9| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.19
+                                                           dm:    0.03
+                                                           dx:    0.29
 Iteration 10
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.8| model 4: 25.7| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
-                                                           dL:    1.30
-                                                           dm:    0.36
-                                                           dx:    0.42
+	model 1: 19.0| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.19
+                                                           dm:    0.01
+                                                           dx:    0.34
 Iteration 11
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.7| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    2.89
-                                                           dm:    0.05
-                                                           dx:    0.46
+	model 1: 19.0| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.13
+                                                           dm:    0.01
+                                                           dx:    0.39
 Iteration 12
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -2.25
-                                                           dm:    0.42
-                                                           dx:    0.93
+	model 1: 19.0| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.10
+                                                           dm:    0.01
+                                                           dx:    0.43
 Iteration 13
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    1.37
-                                                           dm:    0.44
-                                                           dx:    1.20
+	model 1: 19.0| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.08
+                                                           dm:    0.00
+                                                           dx:    0.45
 Iteration 14
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    2.57
-                                                           dm:    0.01
-                                                           dx:    0.84
+	model 1: 19.0| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.06
+                                                           dm:    0.00
+                                                           dx:    0.45
 Iteration 15
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -2.43
-                                                           dm:    0.42
-                                                           dx:    1.46
+	model 1: 19.0| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.04
+                                                           dm:    0.00
+                                                           dx:    0.42
 Iteration 16
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.91
-                                                           dm:    0.41
-                                                           dx:    1.24
+	model 1: 19.0| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.02
+                                                           dm:    0.00
+                                                           dx:    0.38
 Iteration 17
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.22
-                                                           dm:    0.01
-                                                           dx:    0.85
+	model 1: 19.0| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:   -1.53
+                                                           dm:    0.00
+                                                           dx:    0.32
 Iteration 18
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    1.82
-                                                           dm:    0.00
-                                                           dx:    0.79
+	model 1: 19.1| model 2: 7.3| model 3: 0.8| model 4: 25.6| model 5: 13.8| model 6: 10.6| model 7: 22.7| 
+                                                           dL:    0.78
+                                                           dm:    0.40
+                                                           dx:    0.42
 Iteration 19
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.71
-                                                           dm:    0.40
-                                                           dx:    1.18
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.7| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    0.36
+                                                           dm:    0.12
+                                                           dx:    0.59
 Iteration 20
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.01
-                                                           dm:    0.08
-                                                           dx:    0.18
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.7| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    0.24
+                                                           dm:    0.00
+                                                           dx:    0.32
 Iteration 21
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.01
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.7| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    2.21
                                                            dm:    0.01
-                                                           dx:    0.07
+                                                           dx:    0.23
 Iteration 22
 	model frequencies (percent)
 	model 1: 19.0| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -0.02
-                                                           dm:    0.00
-                                                           dx:    0.09
+                                                           dL:   11.24
+                                                           dm:    0.42
+                                                           dx:    0.83
 Iteration 23
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.01
-                                                           dm:    0.00
-                                                           dx:    0.12
+	model 1: 18.9| model 2: 7.3| model 3: 1.4| model 4: 25.2| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    0.21
+                                                           dm:    0.14
+                                                           dx:    0.38
 Iteration 24
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -3.46
-                                                           dm:    0.00
-                                                           dx:    0.12
+	model 1: 18.9| model 2: 7.3| model 3: 1.5| model 4: 25.2| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:  -14.15
+                                                           dm:    0.01
+                                                           dx:    0.35
 Iteration 25
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.7| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.92
-                                                           dm:    0.47
-                                                           dx:    0.91
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    3.95
+                                                           dm:    0.59
+                                                           dx:    1.23
 Iteration 26
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    1.86
-                                                           dm:    0.02
-                                                           dx:    0.35
+	model 1: 18.9| model 2: 7.3| model 3: 1.5| model 4: 25.1| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:   -4.15
+                                                           dm:    0.64
+                                                           dx:    1.43
 Iteration 27
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.68
-                                                           dm:    0.41
-                                                           dx:    1.09
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.7| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    1.31
+                                                           dm:    0.63
+                                                           dx:    1.16
 Iteration 28
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -3.26
-                                                           dm:    0.08
-                                                           dx:    0.05
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    0.27
+                                                           dm:    0.02
+                                                           dx:    0.37
 Iteration 29
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.7| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.81
-                                                           dm:    0.46
-                                                           dx:    0.96
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    0.21
+                                                           dm:    0.00
+                                                           dx:    0.53
 Iteration 30
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.07
-                                                           dm:    0.02
-                                                           dx:    0.29
+                                                           dL:    1.91
+                                                           dm:    0.00
+                                                           dx:    0.66
 Iteration 31
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    1.64
-                                                           dm:    0.00
-                                                           dx:    0.32
+	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:   -2.36
+                                                           dm:    0.41
+                                                           dx:    1.19
 Iteration 32
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -2.21
-                                                           dm:    0.40
-                                                           dx:    1.05
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.7| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    0.62
+                                                           dm:    0.39
+                                                           dx:    0.91
 Iteration 33
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    2.24
-                                                           dm:    0.38
-                                                           dx:    1.14
+                                                           dL:    0.08
+                                                           dm:    0.02
+                                                           dx:    0.53
 Iteration 34
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -2.27
-                                                           dm:    0.39
-                                                           dx:    1.13
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    1.67
+                                                           dm:    0.00
+                                                           dx:    0.49
 Iteration 35
 	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.58
-                                                           dm:    0.39
-                                                           dx:    1.17
+	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:   -2.24
+                                                           dm:    0.40
+                                                           dx:    1.03
 Iteration 36
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.04
-                                                           dm:    0.01
-                                                           dx:    0.17
+                                                           dL:    0.57
+                                                           dm:    0.39
+                                                           dx:    1.16
 Iteration 37
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    1.61
-                                                           dm:    0.00
-                                                           dx:    0.13
+                                                           dL:    1.66
+                                                           dm:    0.01
+                                                           dx:    0.23
 Iteration 38
 	model frequencies (percent)
 	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -2.18
-                                                           dm:    0.39
-                                                           dx:    1.03
+                                                           dL:   -2.21
+                                                           dm:    0.40
+                                                           dx:    1.06
 Iteration 39
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.54
-                                                           dm:    0.38
-                                                           dx:    1.10
+                                                           dL:    0.56
+                                                           dm:    0.39
+                                                           dx:    1.16
 Iteration 40
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    1.64
+                                                           dL:    0.03
                                                            dm:    0.01
-                                                           dx:    0.08
+                                                           dx:    0.15
 Iteration 41
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.67
-                                                           dm:    0.39
-                                                           dx:    1.06
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    1.60
+                                                           dm:    0.00
+                                                           dx:    0.10
 Iteration 42
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.02
-                                                           dm:    0.08
-                                                           dx:    0.13
+	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:   -2.18
+                                                           dm:    0.39
+                                                           dx:    1.03
 Iteration 43
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.3| model 4: 25.3| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -3.20
-                                                           dm:    0.00
-                                                           dx:    0.17
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    0.54
+                                                           dm:    0.38
+                                                           dx:    1.15
 Iteration 44
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.82
-                                                           dm:    0.47
-                                                           dx:    1.21
+                                                           dL:    0.03
+                                                           dm:    0.01
+                                                           dx:    0.11
 Iteration 45
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    1.71
-                                                           dm:    0.01
-                                                           dx:    0.16
+                                                           dL:    0.01
+                                                           dm:    0.00
+                                                           dx:    0.08
 Iteration 46
 	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -2.24
-                                                           dm:    0.40
-                                                           dx:    1.09
+	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 47
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.57
-                                                           dm:    0.39
-                                                           dx:    1.12
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.03
 Iteration 48
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    1.65
-                                                           dm:    0.01
-                                                           dx:    0.15
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.02
 Iteration 49
-	model frequencies (percent)
-	model 1: 19.0| model 2: 7.3| model 3: 1.2| model 4: 25.4| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:   -2.20
-                                                           dm:    0.39
-                                                           dx:    1.06
-Iteration 50
-	model frequencies (percent)
-	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.56
-                                                           dm:    0.38
-                                                           dx:    1.16
-Iteration 51
 	model frequencies (percent)
 	model 1: 19.1| model 2: 7.3| model 3: 0.7| model 4: 25.8| model 5: 13.8| model 6: 10.7| model 7: 22.7| 
-                                                           dL:    0.03
-                                                           dm:    0.01
-                                                           dx:    0.14
+                                                           dL:    1.57
+                                                           dm:    0.00
+                                                           dx:    0.01
+                                                          Converged :]

hbi_output/1239/150_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 20:14:36
+Hierarchical Bayesian Inference                    2026-05-22 18:36:15
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 60.4| model 2: 10.2| model 3: 6.7| model 4: 17.4| model 5: 4.7| model 6: 0.0| model 7: 0.7| 
-                                                           dL:  208.53
-                                                           dm:   39.64
-                                                           dx:   12.55
+	model 1: 54.2| model 2: 9.3| model 3: 4.6| model 4: 23.1| model 5: 6.1| model 6: 0.0| model 7: 2.6| 
+                                                           dL:  172.52
+                                                           dm:   45.76
+                                                           dx:   11.51
 Iteration 03
 	model frequencies (percent)
-	model 1: 63.8| model 2: 9.4| model 3: 2.9| model 4: 16.8| model 5: 5.6| model 6: 0.0| model 7: 1.5| 
-                                                           dL:   15.59
-                                                           dm:    3.43
-                                                           dx:    0.74
+	model 1: 58.5| model 2: 9.2| model 3: 4.8| model 4: 18.9| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   19.53
+                                                           dm:    4.22
+                                                           dx:    0.53
 Iteration 04
 	model frequencies (percent)
-	model 1: 63.1| model 2: 9.4| model 3: 1.0| model 4: 18.6| model 5: 5.8| model 6: 0.0| model 7: 2.1| 
-                                                           dL:   36.46
-                                                           dm:    0.64
-                                                           dx:    0.76
+	model 1: 60.0| model 2: 9.8| model 3: 4.7| model 4: 17.1| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   16.17
+                                                           dm:    1.50
+                                                           dx:    0.27
 Iteration 05
 	model frequencies (percent)
-	model 1: 61.9| model 2: 9.7| model 3: 0.4| model 4: 19.7| model 5: 5.9| model 6: 0.0| model 7: 2.5| 
-                                                           dL:   24.83
-                                                           dm:    1.30
-                                                           dx:    0.80
+	model 1: 60.2| model 2: 9.7| model 3: 5.2| model 4: 16.4| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -1.19
+                                                           dm:    0.19
+                                                           dx:    0.16
 Iteration 06
 	model frequencies (percent)
-	model 1: 60.4| model 2: 9.5| model 3: 1.8| model 4: 19.7| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   19.70
-                                                           dm:    1.42
-                                                           dx:    0.50
+	model 1: 59.9| model 2: 9.5| model 3: 5.7| model 4: 16.4| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    3.11
+                                                           dm:    0.23
+                                                           dx:    0.10
 Iteration 07
 	model frequencies (percent)
-	model 1: 59.2| model 2: 9.3| model 3: 4.1| model 4: 18.8| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    2.94
-                                                           dm:    1.21
-                                                           dx:    0.14
+	model 1: 59.6| model 2: 9.4| model 3: 4.2| model 4: 18.2| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   17.92
+                                                           dm:    0.33
+                                                           dx:    0.32
 Iteration 08
 	model frequencies (percent)
-	model 1: 59.0| model 2: 9.2| model 3: 4.5| model 4: 18.7| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   16.14
-                                                           dm:    0.25
-                                                           dx:    0.35
+	model 1: 59.2| model 2: 8.7| model 3: 4.9| model 4: 18.7| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    1.35
+                                                           dm:    0.38
+                                                           dx:    0.33
 Iteration 09
 	model frequencies (percent)
-	model 1: 59.5| model 2: 8.6| model 3: 4.8| model 4: 18.5| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -0.38
-                                                           dm:    0.54
-                                                           dx:    0.29
+	model 1: 58.6| model 2: 8.5| model 3: 5.4| model 4: 18.9| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -5.72
+                                                           dm:    0.61
+                                                           dx:    0.10
 Iteration 10
 	model frequencies (percent)
-	model 1: 59.7| model 2: 8.4| model 3: 4.5| model 4: 18.7| model 5: 5.9| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    3.97
-                                                           dm:    0.22
-                                                           dx:    0.13
+	model 1: 58.5| model 2: 8.4| model 3: 5.0| model 4: 19.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -3.23
+                                                           dm:    0.14
+                                                           dx:    0.02
 Iteration 11
 	model frequencies (percent)
-	model 1: 59.2| model 2: 8.4| model 3: 4.9| model 4: 18.9| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:  -13.21
-                                                           dm:    0.57
-                                                           dx:    0.46
+	model 1: 58.4| model 2: 8.3| model 3: 4.6| model 4: 20.0| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -8.76
+                                                           dm:    0.05
+                                                           dx:    0.04
 Iteration 12
 	model frequencies (percent)
-	model 1: 58.5| model 2: 8.4| model 3: 5.8| model 4: 18.6| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    9.52
-                                                           dm:    0.64
-                                                           dx:    0.13
+	model 1: 58.6| model 2: 8.3| model 3: 4.9| model 4: 19.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   29.23
+                                                           dm:    0.23
+                                                           dx:    0.18
 Iteration 13
 	model frequencies (percent)
-	model 1: 58.8| model 2: 8.4| model 3: 4.4| model 4: 19.7| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    7.69
-                                                           dm:    0.32
-                                                           dx:    0.16
+	model 1: 58.6| model 2: 8.3| model 3: 5.9| model 4: 18.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:  -10.03
+                                                           dm:    0.00
+                                                           dx:    0.14
 Iteration 14
 	model frequencies (percent)
-	model 1: 58.7| model 2: 8.3| model 3: 4.8| model 4: 19.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:  -17.00
-                                                           dm:    0.11
-                                                           dx:    0.10
+	model 1: 58.5| model 2: 8.3| model 3: 5.7| model 4: 18.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    1.69
+                                                           dm:    0.14
+                                                           dx:    0.13
 Iteration 15
 	model frequencies (percent)
-	model 1: 58.6| model 2: 8.4| model 3: 5.5| model 4: 19.0| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   16.03
-                                                           dm:    0.14
-                                                           dx:    0.10
+	model 1: 58.1| model 2: 8.3| model 3: 6.2| model 4: 18.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -5.28
+                                                           dm:    0.38
+                                                           dx:    0.20
 Iteration 16
 	model frequencies (percent)
-	model 1: 58.4| model 2: 8.3| model 3: 5.8| model 4: 18.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    0.10
-                                                           dm:    0.20
-                                                           dx:    0.04
+	model 1: 59.5| model 2: 8.3| model 3: 4.7| model 4: 18.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:  -13.04
+                                                           dm:    1.41
+                                                           dx:    0.11
 Iteration 17
 	model frequencies (percent)
-	model 1: 58.5| model 2: 8.3| model 3: 5.6| model 4: 19.0| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -7.52
-                                                           dm:    0.09
-                                                           dx:    0.24
+	model 1: 59.8| model 2: 8.3| model 3: 3.6| model 4: 19.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    2.76
+                                                           dm:    0.23
+                                                           dx:    0.06
 Iteration 18
 	model frequencies (percent)
-	model 1: 58.5| model 2: 8.3| model 3: 5.2| model 4: 19.4| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -7.59
-                                                           dm:    0.03
-                                                           dx:    0.04
+	model 1: 59.2| model 2: 8.2| model 3: 3.3| model 4: 20.6| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:  -16.42
+                                                           dm:    0.51
+                                                           dx:    0.06
 Iteration 19
 	model frequencies (percent)
-	model 1: 59.1| model 2: 8.3| model 3: 3.7| model 4: 20.3| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -3.61
-                                                           dm:    0.65
-                                                           dx:    0.14
+	model 1: 59.1| model 2: 8.3| model 3: 2.4| model 4: 21.6| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    3.10
+                                                           dm:    0.12
+                                                           dx:    0.15
 Iteration 20
 	model frequencies (percent)
-	model 1: 58.7| model 2: 8.3| model 3: 4.6| model 4: 19.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   10.46
-                                                           dm:    0.44
-                                                           dx:    0.10
+	model 1: 58.6| model 2: 8.3| model 3: 2.7| model 4: 21.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -2.89
+                                                           dm:    0.49
+                                                           dx:    0.28
 Iteration 21
 	model frequencies (percent)
-	model 1: 58.1| model 2: 8.3| model 3: 5.1| model 4: 19.9| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    4.55
-                                                           dm:    0.56
-                                                           dx:    0.17
+	model 1: 59.0| model 2: 8.3| model 3: 2.5| model 4: 21.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -0.05
+                                                           dm:    0.40
+                                                           dx:    0.12
 Iteration 22
 	model frequencies (percent)
-	model 1: 58.5| model 2: 8.3| model 3: 6.2| model 4: 18.4| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    8.60
-                                                           dm:    0.38
-                                                           dx:    0.08
+	model 1: 59.0| model 2: 8.3| model 3: 2.4| model 4: 21.7| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    2.30
+                                                           dm:    0.07
+                                                           dx:    0.11
 Iteration 23
 	model frequencies (percent)
-	model 1: 58.7| model 2: 8.3| model 3: 6.2| model 4: 18.2| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -4.82
-                                                           dm:    0.19
-                                                           dx:    0.08
+	model 1: 59.0| model 2: 8.3| model 3: 2.3| model 4: 21.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -3.35
+                                                           dm:    0.00
+                                                           dx:    0.11
 Iteration 24
 	model frequencies (percent)
-	model 1: 59.0| model 2: 8.3| model 3: 5.6| model 4: 18.4| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -0.90
-                                                           dm:    0.32
-                                                           dx:    0.05
+	model 1: 59.1| model 2: 8.3| model 3: 2.3| model 4: 21.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    3.14
+                                                           dm:    0.10
+                                                           dx:    0.50
 Iteration 25
 	model frequencies (percent)
-	model 1: 58.3| model 2: 8.3| model 3: 6.2| model 4: 18.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:  -17.41
-                                                           dm:    0.67
-                                                           dx:    0.03
+	model 1: 58.7| model 2: 8.3| model 3: 2.6| model 4: 21.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    1.48
+                                                           dm:    0.38
+                                                           dx:    0.19
 Iteration 26
 	model frequencies (percent)
-	model 1: 59.1| model 2: 8.3| model 3: 4.4| model 4: 19.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   13.07
-                                                           dm:    0.79
-                                                           dx:    0.13
+	model 1: 59.1| model 2: 8.3| model 3: 2.1| model 4: 21.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    8.06
+                                                           dm:    0.47
+                                                           dx:    0.15
 Iteration 27
 	model frequencies (percent)
-	model 1: 58.8| model 2: 8.3| model 3: 4.7| model 4: 19.6| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -2.41
-                                                           dm:    0.36
-                                                           dx:    0.13
+	model 1: 59.0| model 2: 8.2| model 3: 3.4| model 4: 20.7| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -4.82
+                                                           dm:    0.10
+                                                           dx:    0.51
 Iteration 28
 	model frequencies (percent)
-	model 1: 59.9| model 2: 8.3| model 3: 3.9| model 4: 19.4| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -0.53
-                                                           dm:    1.09
-                                                           dx:    0.07
+	model 1: 59.1| model 2: 8.3| model 3: 2.8| model 4: 21.1| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -3.83
+                                                           dm:    0.09
+                                                           dx:    0.08
 Iteration 29
 	model frequencies (percent)
-	model 1: 59.0| model 2: 8.3| model 3: 4.2| model 4: 19.9| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:  -19.21
-                                                           dm:    0.84
-                                                           dx:    0.08
+	model 1: 59.2| model 2: 8.4| model 3: 2.5| model 4: 21.3| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    3.53
+                                                           dm:    0.03
+                                                           dx:    0.09
 Iteration 30
 	model frequencies (percent)
-	model 1: 59.2| model 2: 8.3| model 3: 3.6| model 4: 20.2| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -1.99
-                                                           dm:    0.15
-                                                           dx:    0.10
+	model 1: 59.0| model 2: 8.4| model 3: 3.2| model 4: 20.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    4.26
+                                                           dm:    0.12
+                                                           dx:    0.11
 Iteration 31
 	model frequencies (percent)
-	model 1: 59.0| model 2: 8.3| model 3: 2.9| model 4: 21.1| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    3.12
-                                                           dm:    0.17
-                                                           dx:    0.09
+	model 1: 59.3| model 2: 8.3| model 3: 3.4| model 4: 20.4| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    6.68
+                                                           dm:    0.22
+                                                           dx:    0.40
 Iteration 32
 	model frequencies (percent)
-	model 1: 58.3| model 2: 8.3| model 3: 3.9| model 4: 20.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -3.40
-                                                           dm:    0.68
-                                                           dx:    0.32
+	model 1: 59.2| model 2: 8.3| model 3: 3.0| model 4: 20.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:  -13.36
+                                                           dm:    0.03
+                                                           dx:    0.09
 Iteration 33
 	model frequencies (percent)
-	model 1: 59.3| model 2: 8.4| model 3: 2.6| model 4: 21.1| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    2.45
-                                                           dm:    0.97
-                                                           dx:    0.26
+	model 1: 59.2| model 2: 8.3| model 3: 2.7| model 4: 21.1| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   14.70
+                                                           dm:    0.03
+                                                           dx:    0.09
 Iteration 34
 	model frequencies (percent)
-	model 1: 58.7| model 2: 8.3| model 3: 2.5| model 4: 21.7| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -2.03
-                                                           dm:    0.55
-                                                           dx:    0.22
+	model 1: 59.1| model 2: 8.3| model 3: 4.5| model 4: 19.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    0.38
+                                                           dm:    0.06
+                                                           dx:    0.14
 Iteration 35
 	model frequencies (percent)
-	model 1: 59.2| model 2: 8.3| model 3: 2.1| model 4: 21.7| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -1.56
-                                                           dm:    0.47
-                                                           dx:    0.24
+	model 1: 59.4| model 2: 8.3| model 3: 3.7| model 4: 19.9| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:  -14.33
+                                                           dm:    0.26
+                                                           dx:    0.06
 Iteration 36
 	model frequencies (percent)
-	model 1: 59.2| model 2: 8.3| model 3: 2.0| model 4: 21.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    1.33
-                                                           dm:    0.02
-                                                           dx:    0.21
+	model 1: 59.4| model 2: 8.4| model 3: 4.0| model 4: 19.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   14.94
+                                                           dm:    0.05
+                                                           dx:    0.08
 Iteration 37
 	model frequencies (percent)
-	model 1: 59.2| model 2: 8.3| model 3: 2.4| model 4: 21.4| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    4.51
-                                                           dm:    0.02
-                                                           dx:    0.28
+	model 1: 59.4| model 2: 8.3| model 3: 3.4| model 4: 20.1| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -3.35
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 38
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-	model 1: 59.3| model 2: 8.3| model 3: 2.0| model 4: 21.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -1.95
-                                                           dm:    0.06
-                                                           dx:    0.21
+	model 1: 59.3| model 2: 8.3| model 3: 4.6| model 4: 19.2| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    2.07
+                                                           dm:    0.17
+                                                           dx:    0.14
 Iteration 39
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-	model 1: 59.2| model 2: 8.3| model 3: 2.7| model 4: 21.2| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   13.79
-                                                           dm:    0.08
-                                                           dx:    0.31
+	model 1: 59.3| model 2: 8.3| model 3: 3.8| model 4: 19.9| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -5.26
+                                                           dm:    0.03
+                                                           dx:    0.17
 Iteration 40
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-	model 1: 59.3| model 2: 8.2| model 3: 2.0| model 4: 21.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:  -10.75
-                                                           dm:    0.15
-                                                           dx:    0.51
+	model 1: 59.6| model 2: 8.3| model 3: 3.8| model 4: 19.7| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    0.03
+                                                           dm:    0.31
+                                                           dx:    0.08
 Iteration 41
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-	model 1: 59.3| model 2: 8.2| model 3: 2.0| model 4: 21.9| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    4.55
-                                                           dm:    0.09
-                                                           dx:    0.17
+	model 1: 59.4| model 2: 8.3| model 3: 3.8| model 4: 19.9| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:  -10.80
+                                                           dm:    0.22
+                                                           dx:    0.02
 Iteration 42
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-	model 1: 59.2| model 2: 8.2| model 3: 3.8| model 4: 20.2| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   10.71
-                                                           dm:    0.08
-                                                           dx:    0.73
+	model 1: 59.5| model 2: 8.4| model 3: 3.4| model 4: 20.1| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   12.56
+                                                           dm:    0.06
+                                                           dx:    0.24
 Iteration 43
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-	model 1: 59.3| model 2: 8.2| model 3: 3.4| model 4: 20.4| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    2.07
-                                                           dm:    0.17
-                                                           dx:    0.27
+	model 1: 59.3| model 2: 8.3| model 3: 3.0| model 4: 20.8| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    1.43
+                                                           dm:    0.16
+                                                           dx:    0.06
 Iteration 44
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-	model 1: 59.2| model 2: 8.3| model 3: 5.6| model 4: 18.4| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -1.97
-                                                           dm:    0.17
-                                                           dx:    0.10
+	model 1: 59.1| model 2: 8.2| model 3: 4.0| model 4: 20.0| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    3.65
+                                                           dm:    0.16
+                                                           dx:    0.28
 Iteration 45
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-	model 1: 59.5| model 2: 8.4| model 3: 4.1| model 4: 19.3| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   -6.92
-                                                           dm:    0.38
-                                                           dx:    0.08
+	model 1: 59.2| model 2: 8.3| model 3: 5.1| model 4: 18.7| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -1.80
+                                                           dm:    0.07
+                                                           dx:    0.09
 Iteration 46
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-	model 1: 59.4| model 2: 8.3| model 3: 4.3| model 4: 19.3| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    4.19
-                                                           dm:    0.11
-                                                           dx:    0.12
+	model 1: 59.6| model 2: 8.4| model 3: 3.9| model 4: 19.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -0.18
+                                                           dm:    0.35
+                                                           dx:    0.14
 Iteration 47
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-	model 1: 59.4| model 2: 8.3| model 3: 3.6| model 4: 20.0| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:  -12.30
-                                                           dm:    0.02
-                                                           dx:    0.25
+	model 1: 59.5| model 2: 8.3| model 3: 4.6| model 4: 19.0| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    4.62
+                                                           dm:    0.04
+                                                           dx:    0.11
 Iteration 48
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-	model 1: 59.5| model 2: 8.3| model 3: 3.6| model 4: 19.9| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   12.08
-                                                           dm:    0.11
-                                                           dx:    0.14
+	model 1: 59.6| model 2: 8.3| model 3: 4.4| model 4: 19.1| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -4.51
+                                                           dm:    0.05
+                                                           dx:    0.06
 Iteration 49
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-	model 1: 59.4| model 2: 8.3| model 3: 4.6| model 4: 19.1| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:    3.67
-                                                           dm:    0.12
-                                                           dx:    0.27
+	model 1: 59.6| model 2: 8.3| model 3: 4.8| model 4: 18.7| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    9.58
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 50
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-	model 1: 59.4| model 2: 8.4| model 3: 4.6| model 4: 19.0| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:  -13.56
-                                                           dm:    0.05
+	model 1: 59.4| model 2: 8.4| model 3: 5.2| model 4: 18.4| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:   -9.37
+                                                           dm:    0.14
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 Iteration 51
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-	model 1: 59.3| model 2: 8.4| model 3: 4.5| model 4: 19.1| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
-                                                           dL:   11.10
-                                                           dm:    0.05
-                                                           dx:    0.13
+	model 1: 59.5| model 2: 8.4| model 3: 5.0| model 4: 18.5| model 5: 6.0| model 6: 0.0| model 7: 2.7| 
+                                                           dL:    2.74
+                                                           dm:    0.10
+                                                           dx:    0.03

hbi_output/1239/300_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 20:20:23
+Hierarchical Bayesian Inference                    2026-05-22 18:51:56
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,254 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 32.7| model 2: 14.2| model 3: 18.5| model 4: 20.9| model 5: 8.1| model 6: 2.8| model 7: 2.9| 
-                                                           dL:  318.22
-                                                           dm:   67.27
-                                                           dx:    9.80
+	model 1: 17.9| model 2: 10.4| model 3: 6.2| model 4: 22.4| model 5: 14.8| model 6: 12.7| model 7: 15.5| 
+                                                           dL:  191.92
+                                                           dm:   77.62
+                                                           dx:    7.50
 Iteration 03
 	model frequencies (percent)
-	model 1: 25.6| model 2: 10.9| model 3: 12.1| model 4: 23.1| model 5: 13.1| model 6: 7.2| model 7: 7.8| 
-                                                           dL:  167.39
-                                                           dm:    7.09
-                                                           dx:    1.37
+	model 1: 15.5| model 2: 9.1| model 3: 3.1| model 4: 24.8| model 5: 16.0| model 6: 13.7| model 7: 17.7| 
+                                                           dL:   59.74
+                                                           dm:    2.38
+                                                           dx:    2.02
 Iteration 04
 	model frequencies (percent)
-	model 1: 17.6| model 2: 9.2| model 3: 6.9| model 4: 25.7| model 5: 15.4| model 6: 11.6| model 7: 13.7| 
-                                                           dL:   71.40
-                                                           dm:    2.55
-                                                           dx:    1.00
+	model 1: 15.5| model 2: 8.5| model 3: 2.7| model 4: 24.4| model 5: 16.7| model 6: 13.9| model 7: 18.2| 
+                                                           dL:   24.81
+                                                           dm:    0.35
+                                                           dx:    0.63
 Iteration 05
 	model frequencies (percent)
-	model 1: 14.6| model 2: 8.5| model 3: 3.7| model 4: 26.4| model 5: 16.4| model 6: 13.4| model 7: 16.9| 
-                                                           dL:   19.79
-                                                           dm:    0.72
-                                                           dx:    0.73
+	model 1: 15.7| model 2: 8.2| model 3: 2.8| model 4: 24.0| model 5: 17.0| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    5.38
+                                                           dm:    0.39
+                                                           dx:    0.24
 Iteration 06
 	model frequencies (percent)
-	model 1: 15.0| model 2: 8.2| model 3: 1.9| model 4: 26.2| model 5: 16.9| model 6: 13.9| model 7: 17.9| 
-                                                           dL:   17.52
-                                                           dm:    0.15
-                                                           dx:    0.42
+	model 1: 15.8| model 2: 8.1| model 3: 2.7| model 4: 23.9| model 5: 17.2| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    4.15
+                                                           dm:    0.14
+                                                           dx:    0.13
 Iteration 07
 	model frequencies (percent)
-	model 1: 15.5| model 2: 8.0| model 3: 1.3| model 4: 26.0| model 5: 17.1| model 6: 14.0| model 7: 18.2| 
-                                                           dL:    6.96
-                                                           dm:    0.29
-                                                           dx:    0.25
+	model 1: 16.0| model 2: 8.0| model 3: 2.9| model 4: 23.5| model 5: 17.2| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    3.54
+                                                           dm:    0.34
+                                                           dx:    0.12
 Iteration 08
 	model frequencies (percent)
-	model 1: 16.0| model 2: 7.8| model 3: 1.4| model 4: 25.2| model 5: 17.2| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   10.14
-                                                           dm:    0.72
-                                                           dx:    0.18
+	model 1: 16.0| model 2: 8.0| model 3: 3.2| model 4: 23.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    3.73
+                                                           dm:    0.31
+                                                           dx:    0.08
 Iteration 09
 	model frequencies (percent)
-	model 1: 16.1| model 2: 7.7| model 3: 2.2| model 4: 24.4| model 5: 17.2| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    3.95
-                                                           dm:    0.86
-                                                           dx:    0.17
+	model 1: 15.8| model 2: 8.0| model 3: 3.7| model 4: 23.0| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    3.66
+                                                           dm:    0.26
+                                                           dx:    0.07
 Iteration 10
 	model frequencies (percent)
-	model 1: 16.2| model 2: 7.7| model 3: 2.4| model 4: 24.1| model 5: 17.2| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   12.48
-                                                           dm:    0.27
-                                                           dx:    0.16
+	model 1: 15.7| model 2: 8.0| model 3: 4.1| model 4: 22.6| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    8.01
+                                                           dm:    0.39
+                                                           dx:    0.04
 Iteration 11
 	model frequencies (percent)
-	model 1: 16.3| model 2: 7.7| model 3: 3.1| model 4: 23.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -0.84
-                                                           dm:    0.69
-                                                           dx:    0.11
+	model 1: 15.7| model 2: 8.0| model 3: 4.4| model 4: 22.3| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -1.70
+                                                           dm:    0.26
+                                                           dx:    0.03
 Iteration 12
 	model frequencies (percent)
-	model 1: 16.1| model 2: 7.7| model 3: 3.4| model 4: 23.3| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    8.83
-                                                           dm:    0.11
-                                                           dx:    0.04
+	model 1: 15.7| model 2: 8.0| model 3: 4.1| model 4: 22.6| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -1.39
+                                                           dm:    0.29
+                                                           dx:    0.03
 Iteration 13
 	model frequencies (percent)
-	model 1: 16.0| model 2: 7.7| model 3: 4.1| model 4: 22.7| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -0.34
-                                                           dm:    0.64
+	model 1: 15.7| model 2: 8.0| model 3: 3.8| model 4: 22.8| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -7.96
+                                                           dm:    0.22
                                                            dx:    0.03
 Iteration 14
 	model frequencies (percent)
-	model 1: 15.9| model 2: 7.7| model 3: 4.2| model 4: 22.6| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   34.55
-                                                           dm:    0.10
-                                                           dx:    0.06
+	model 1: 16.0| model 2: 8.0| model 3: 3.2| model 4: 23.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    3.30
+                                                           dm:    0.35
+                                                           dx:    0.04
 Iteration 15
 	model frequencies (percent)
-	model 1: 15.9| model 2: 7.7| model 3: 5.3| model 4: 21.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:  -26.58
-                                                           dm:    1.12
-                                                           dx:    0.10
+	model 1: 16.1| model 2: 7.9| model 3: 3.4| model 4: 23.0| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    2.16
+                                                           dm:    0.20
+                                                           dx:    0.05
 Iteration 16
 	model frequencies (percent)
-	model 1: 16.3| model 2: 7.8| model 3: 4.8| model 4: 21.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    0.29
-                                                           dm:    0.04
-                                                           dx:    0.11
+	model 1: 16.1| model 2: 7.9| model 3: 3.5| model 4: 22.9| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -1.07
+                                                           dm:    0.11
+                                                           dx:    0.03
 Iteration 17
 	model frequencies (percent)
-	model 1: 16.0| model 2: 7.9| model 3: 4.6| model 4: 21.9| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:  -14.04
-                                                           dm:    0.43
-                                                           dx:    0.09
+	model 1: 16.1| model 2: 7.9| model 3: 3.2| model 4: 23.1| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -0.83
+                                                           dm:    0.24
+                                                           dx:    0.06
 Iteration 18
 	model frequencies (percent)
-	model 1: 16.3| model 2: 7.8| model 3: 4.1| model 4: 22.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   19.04
+	model 1: 16.2| model 2: 7.9| model 3: 3.5| model 4: 22.8| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -4.28
                                                            dm:    0.27
-                                                           dx:    0.09
+                                                           dx:    0.06
 Iteration 19
 	model frequencies (percent)
-	model 1: 16.2| model 2: 7.8| model 3: 4.3| model 4: 22.1| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    7.10
-                                                           dm:    0.12
-                                                           dx:    0.09
+	model 1: 16.2| model 2: 7.9| model 3: 3.2| model 4: 23.1| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    6.27
+                                                           dm:    0.25
+                                                           dx:    0.06
 Iteration 20
 	model frequencies (percent)
-	model 1: 15.9| model 2: 7.9| model 3: 5.2| model 4: 21.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:  -15.38
-                                                           dm:    0.71
-                                                           dx:    0.09
+	model 1: 16.1| model 2: 7.9| model 3: 3.4| model 4: 22.9| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -6.15
+                                                           dm:    0.15
+                                                           dx:    0.02
 Iteration 21
 	model frequencies (percent)
-	model 1: 16.2| model 2: 8.0| model 3: 4.7| model 4: 21.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   24.06
-                                                           dm:    0.17
-                                                           dx:    0.14
+	model 1: 16.2| model 2: 7.9| model 3: 3.1| model 4: 23.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   15.97
+                                                           dm:    0.30
+                                                           dx:    0.09
 Iteration 22
 	model frequencies (percent)
-	model 1: 16.2| model 2: 8.0| model 3: 5.2| model 4: 21.0| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:  -12.69
-                                                           dm:    0.54
-                                                           dx:    0.06
+	model 1: 15.9| model 2: 7.8| model 3: 4.1| model 4: 22.6| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -9.69
+                                                           dm:    0.66
+                                                           dx:    0.05
 Iteration 23
 	model frequencies (percent)
-	model 1: 15.9| model 2: 8.0| model 3: 5.2| model 4: 21.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    5.26
-                                                           dm:    0.25
-                                                           dx:    0.13
+	model 1: 15.8| model 2: 7.9| model 3: 4.3| model 4: 22.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    3.72
+                                                           dm:    0.14
+                                                           dx:    0.05
 Iteration 24
 	model frequencies (percent)
-	model 1: 15.9| model 2: 8.0| model 3: 5.5| model 4: 21.0| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   11.20
-                                                           dm:    0.21
+	model 1: 16.0| model 2: 7.9| model 3: 3.8| model 4: 22.6| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -1.51
+                                                           dm:    0.13
                                                            dx:    0.06
 Iteration 25
 	model frequencies (percent)
-	model 1: 16.1| model 2: 8.0| model 3: 6.1| model 4: 20.1| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -2.56
-                                                           dm:    0.90
-                                                           dx:    0.16
+	model 1: 15.8| model 2: 8.0| model 3: 3.8| model 4: 22.8| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -3.18
+                                                           dm:    0.20
+                                                           dx:    0.06
 Iteration 26
 	model frequencies (percent)
-	model 1: 15.9| model 2: 8.1| model 3: 6.4| model 4: 20.0| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    1.78
-                                                           dm:    0.13
-                                                           dx:    0.06
+	model 1: 15.8| model 2: 7.9| model 3: 3.6| model 4: 23.1| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -1.40
+                                                           dm:    0.29
+                                                           dx:    0.07
 Iteration 27
 	model frequencies (percent)
-	model 1: 15.9| model 2: 8.1| model 3: 5.8| model 4: 20.6| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:  -15.19
-                                                           dm:    0.58
+	model 1: 16.1| model 2: 7.9| model 3: 3.2| model 4: 23.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    0.48
+                                                           dm:    0.19
                                                            dx:    0.05
 Iteration 28
 	model frequencies (percent)
-	model 1: 16.1| model 2: 8.1| model 3: 5.0| model 4: 21.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -0.18
-                                                           dm:    0.59
-                                                           dx:    0.06
+	model 1: 15.9| model 2: 7.9| model 3: 3.2| model 4: 23.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    0.40
+                                                           dm:    0.22
+                                                           dx:    0.07
 Iteration 29
 	model frequencies (percent)
-	model 1: 16.2| model 2: 8.1| model 3: 5.0| model 4: 21.1| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -0.96
-                                                           dm:    0.01
-                                                           dx:    0.10
+	model 1: 15.8| model 2: 7.8| model 3: 3.3| model 4: 23.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -2.03
+                                                           dm:    0.03
+                                                           dx:    0.04
 Iteration 30
 	model frequencies (percent)
-	model 1: 15.9| model 2: 8.0| model 3: 5.0| model 4: 21.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    0.30
-                                                           dm:    0.24
-                                                           dx:    0.17
+	model 1: 16.1| model 2: 7.8| model 3: 3.0| model 4: 23.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    3.86
+                                                           dm:    0.09
+                                                           dx:    0.08
 Iteration 31
 	model frequencies (percent)
-	model 1: 16.2| model 2: 8.0| model 3: 4.8| model 4: 21.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    0.47
-                                                           dm:    0.07
-                                                           dx:    0.04
+	model 1: 15.9| model 2: 7.8| model 3: 3.5| model 4: 23.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -3.22
+                                                           dm:    0.29
+                                                           dx:    0.09
 Iteration 32
 	model frequencies (percent)
-	model 1: 16.2| model 2: 8.0| model 3: 4.7| model 4: 21.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -2.88
-                                                           dm:    0.03
-                                                           dx:    0.03
+	model 1: 16.1| model 2: 7.8| model 3: 3.0| model 4: 23.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -1.91
+                                                           dm:    0.20
+                                                           dx:    0.07
 Iteration 33
 	model frequencies (percent)
-	model 1: 16.2| model 2: 8.0| model 3: 4.6| model 4: 21.7| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -6.07
-                                                           dm:    0.18
-                                                           dx:    0.05
+	model 1: 15.9| model 2: 7.8| model 3: 3.1| model 4: 23.6| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    2.79
+                                                           dm:    0.19
+                                                           dx:    0.08
 Iteration 34
 	model frequencies (percent)
-	model 1: 16.0| model 2: 7.9| model 3: 4.7| model 4: 21.7| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    2.50
-                                                           dm:    0.08
-                                                           dx:    0.13
+	model 1: 15.9| model 2: 7.8| model 3: 3.1| model 4: 23.6| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -2.35
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 35
 	model frequencies (percent)
-	model 1: 15.9| model 2: 7.9| model 3: 4.9| model 4: 21.7| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   10.08
-                                                           dm:    0.05
-                                                           dx:    0.15
+	model 1: 15.9| model 2: 7.7| model 3: 3.1| model 4: 23.7| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    3.03
+                                                           dm:    0.02
+                                                           dx:    0.05
 Iteration 36
 	model frequencies (percent)
-	model 1: 15.8| model 2: 8.0| model 3: 5.1| model 4: 21.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -8.74
-                                                           dm:    0.15
-                                                           dx:    0.06
+	model 1: 15.8| model 2: 7.7| model 3: 3.4| model 4: 23.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -1.90
+                                                           dm:    0.19
+                                                           dx:    0.10
 Iteration 37
 	model frequencies (percent)
-	model 1: 16.1| model 2: 8.0| model 3: 4.8| model 4: 21.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -4.58
-                                                           dm:    0.04
+	model 1: 16.1| model 2: 7.7| model 3: 3.0| model 4: 23.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    1.66
+                                                           dm:    0.06
                                                            dx:    0.06
 Iteration 38
 	model frequencies (percent)
-	model 1: 15.9| model 2: 8.0| model 3: 4.5| model 4: 21.9| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -0.27
-                                                           dm:    0.43
-                                                           dx:    0.06
+	model 1: 15.9| model 2: 7.7| model 3: 3.3| model 4: 23.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -4.44
+                                                           dm:    0.04
+                                                           dx:    0.09
 Iteration 39
 	model frequencies (percent)
-	model 1: 15.9| model 2: 8.0| model 3: 4.4| model 4: 22.1| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -2.46
-                                                           dm:    0.19
-                                                           dx:    0.06
+	model 1: 16.1| model 2: 7.7| model 3: 3.0| model 4: 23.6| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    3.21
+                                                           dm:    0.07
+                                                           dx:    0.09
 Iteration 40
 	model frequencies (percent)
-	model 1: 15.8| model 2: 8.0| model 3: 4.4| model 4: 22.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    7.43
-                                                           dm:    0.09
-                                                           dx:    0.04
+	model 1: 15.9| model 2: 7.7| model 3: 3.4| model 4: 23.3| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    1.69
+                                                           dm:    0.27
+                                                           dx:    0.05
 Iteration 41
 	model frequencies (percent)
-	model 1: 15.8| model 2: 8.0| model 3: 4.5| model 4: 22.1| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    4.02
-                                                           dm:    0.06
-                                                           dx:    0.03
+	model 1: 15.9| model 2: 7.8| model 3: 3.4| model 4: 23.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -0.34
+                                                           dm:    0.10
+                                                           dx:    0.02
 Iteration 42
 	model frequencies (percent)
-	model 1: 15.7| model 2: 8.0| model 3: 5.5| model 4: 21.2| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -4.59
-                                                           dm:    0.92
-                                                           dx:    0.09
+	model 1: 15.9| model 2: 7.8| model 3: 3.3| model 4: 23.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:   -0.19
+                                                           dm:    0.10
+                                                           dx:    0.01
 Iteration 43
 	model frequencies (percent)
-	model 1: 15.8| model 2: 8.1| model 3: 4.7| model 4: 21.8| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -0.94
-                                                           dm:    0.57
-                                                           dx:    0.06
-Iteration 44
-	model frequencies (percent)
-	model 1: 15.7| model 2: 8.1| model 3: 4.8| model 4: 21.8| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -1.59
-                                                           dm:    0.02
-                                                           dx:    0.02
-Iteration 45
-	model frequencies (percent)
-	model 1: 15.7| model 2: 8.1| model 3: 4.9| model 4: 21.7| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    5.33
-                                                           dm:    0.12
-                                                           dx:    0.08
-Iteration 46
-	model frequencies (percent)
-	model 1: 15.7| model 2: 8.1| model 3: 4.9| model 4: 21.7| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    2.87
-                                                           dm:    0.04
-                                                           dx:    0.05
-Iteration 47
-	model frequencies (percent)
-	model 1: 15.6| model 2: 8.1| model 3: 5.2| model 4: 21.4| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:  -13.74
-                                                           dm:    0.26
-                                                           dx:    0.05
-Iteration 48
-	model frequencies (percent)
-	model 1: 15.7| model 2: 8.1| model 3: 4.7| model 4: 21.9| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -5.27
-                                                           dm:    0.47
-                                                           dx:    0.03
-Iteration 49
-	model frequencies (percent)
-	model 1: 15.7| model 2: 8.1| model 3: 3.9| model 4: 22.7| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -2.34
-                                                           dm:    0.75
-                                                           dx:    0.06
-Iteration 50
-	model frequencies (percent)
-	model 1: 15.7| model 2: 8.1| model 3: 3.6| model 4: 23.0| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:   -1.02
-                                                           dm:    0.38
-                                                           dx:    0.07
-Iteration 51
-	model frequencies (percent)
-	model 1: 15.7| model 2: 8.0| model 3: 3.4| model 4: 23.3| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
-                                                           dL:    2.29
-                                                           dm:    0.25
-                                                           dx:    0.11
+	model 1: 15.8| model 2: 7.7| model 3: 3.2| model 4: 23.5| model 5: 17.3| model 6: 14.0| model 7: 18.3| 
+                                                           dL:    0.57
+                                                           dm:    0.05
+                                                           dx:    0.01
+                                                          Converged :]

hbi_output/1239/300_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 20:43:59
+Hierarchical Bayesian Inference                    2026-05-22 19:09:34
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,128 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 59.5| model 2: 13.0| model 3: 7.0| model 4: 15.3| model 5: 4.2| model 6: 0.4| model 7: 0.6| 
-                                                           dL:  414.93
-                                                           dm:   40.51
-                                                           dx:   10.55
+	model 1: 51.8| model 2: 11.0| model 3: 4.1| model 4: 21.7| model 5: 7.8| model 6: 1.3| model 7: 2.3| 
+                                                           dL:  282.63
+                                                           dm:   48.23
+                                                           dx:    7.38
 Iteration 03
 	model frequencies (percent)
-	model 1: 60.7| model 2: 12.1| model 3: 6.1| model 4: 14.0| model 5: 5.5| model 6: 0.6| model 7: 1.1| 
-                                                           dL:    2.33
-                                                           dm:    1.24
-                                                           dx:    1.25
+	model 1: 56.7| model 2: 11.3| model 3: 3.1| model 4: 18.0| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:   14.60
+                                                           dm:    4.96
+                                                           dx:    0.67
 Iteration 04
 	model frequencies (percent)
-	model 1: 59.8| model 2: 11.8| model 3: 5.1| model 4: 14.4| model 5: 6.5| model 6: 0.8| model 7: 1.5| 
-                                                           dL:   29.88
-                                                           dm:    0.89
-                                                           dx:    0.44
+	model 1: 57.6| model 2: 11.4| model 3: 3.1| model 4: 16.9| model 5: 7.2| model 6: 1.3| model 7: 2.3| 
+                                                           dL:   22.04
+                                                           dm:    0.90
+                                                           dx:    0.25
 Iteration 05
 	model frequencies (percent)
-	model 1: 58.7| model 2: 11.7| model 3: 4.7| model 4: 15.2| model 5: 7.0| model 6: 0.9| model 7: 1.8| 
-                                                           dL:   19.63
-                                                           dm:    1.12
-                                                           dx:    0.32
+	model 1: 57.2| model 2: 11.5| model 3: 3.7| model 4: 16.7| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    1.73
+                                                           dm:    0.48
+                                                           dx:    0.16
 Iteration 06
 	model frequencies (percent)
-	model 1: 57.6| model 2: 11.7| model 3: 5.0| model 4: 15.8| model 5: 7.2| model 6: 1.0| model 7: 1.9| 
-                                                           dL:   12.57
-                                                           dm:    1.16
-                                                           dx:    0.22
+	model 1: 57.2| model 2: 11.5| model 3: 3.7| model 4: 16.6| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    1.67
+                                                           dm:    0.08
+                                                           dx:    0.12
 Iteration 07
 	model frequencies (percent)
-	model 1: 57.2| model 2: 11.7| model 3: 5.0| model 4: 15.8| model 5: 7.3| model 6: 1.0| model 7: 1.9| 
-                                                           dL:    6.69
-                                                           dm:    0.31
-                                                           dx:    0.14
+	model 1: 57.1| model 2: 11.6| model 3: 3.8| model 4: 16.5| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:   -6.92
+                                                           dm:    0.09
+                                                           dx:    0.09
 Iteration 08
 	model frequencies (percent)
-	model 1: 57.2| model 2: 11.7| model 3: 5.3| model 4: 15.5| model 5: 7.3| model 6: 1.1| model 7: 2.0| 
-                                                           dL:    0.52
-                                                           dm:    0.07
-                                                           dx:    0.08
+	model 1: 57.5| model 2: 11.6| model 3: 3.5| model 4: 16.5| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:   10.04
+                                                           dm:    0.33
+                                                           dx:    0.09
 Iteration 09
 	model frequencies (percent)
-	model 1: 57.2| model 2: 11.7| model 3: 5.1| model 4: 15.5| model 5: 7.3| model 6: 1.1| model 7: 2.1| 
-                                                           dL:    7.29
-                                                           dm:    0.01
-                                                           dx:    0.06
+	model 1: 57.4| model 2: 11.5| model 3: 3.5| model 4: 16.6| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:   -2.17
+                                                           dm:    0.06
+                                                           dx:    0.12
 Iteration 10
 	model frequencies (percent)
-	model 1: 57.4| model 2: 11.7| model 3: 4.7| model 4: 15.6| model 5: 7.3| model 6: 1.2| model 7: 2.1| 
-                                                           dL:   26.81
-                                                           dm:    0.17
-                                                           dx:    0.08
+	model 1: 57.4| model 2: 11.5| model 3: 3.5| model 4: 16.5| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    2.40
+                                                           dm:    0.02
+                                                           dx:    0.10
 Iteration 11
 	model frequencies (percent)
-	model 1: 57.3| model 2: 11.7| model 3: 4.3| model 4: 15.9| model 5: 7.3| model 6: 1.2| model 7: 2.2| 
-                                                           dL:  -11.04
-                                                           dm:    0.03
-                                                           dx:    0.11
+	model 1: 57.4| model 2: 11.5| model 3: 3.7| model 4: 16.4| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    1.66
+                                                           dm:    0.01
+                                                           dx:    0.08
 Iteration 12
 	model frequencies (percent)
-	model 1: 57.0| model 2: 11.6| model 3: 4.9| model 4: 15.4| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   12.43
-                                                           dm:    0.28
-                                                           dx:    0.07
+	model 1: 57.3| model 2: 11.5| model 3: 3.9| model 4: 16.3| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:   -2.79
+                                                           dm:    0.15
+                                                           dx:    0.04
 Iteration 13
 	model frequencies (percent)
-	model 1: 57.0| model 2: 11.7| model 3: 5.3| model 4: 15.0| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -7.53
-                                                           dm:    0.05
-                                                           dx:    0.06
+	model 1: 57.3| model 2: 11.5| model 3: 3.9| model 4: 16.3| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:   -1.68
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 14
 	model frequencies (percent)
-	model 1: 57.1| model 2: 11.8| model 3: 4.9| model 4: 15.2| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -8.11
-                                                           dm:    0.10
-                                                           dx:    0.05
+	model 1: 57.2| model 2: 11.5| model 3: 3.9| model 4: 16.4| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    0.13
+                                                           dm:    0.05
+                                                           dx:    0.06
 Iteration 15
 	model frequencies (percent)
-	model 1: 57.2| model 2: 11.8| model 3: 4.6| model 4: 15.4| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -3.48
-                                                           dm:    0.08
-                                                           dx:    0.10
+	model 1: 57.2| model 2: 11.5| model 3: 3.7| model 4: 16.5| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    4.93
+                                                           dm:    0.05
+                                                           dx:    0.05
 Iteration 16
 	model frequencies (percent)
-	model 1: 57.2| model 2: 11.8| model 3: 4.2| model 4: 15.8| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    2.75
-                                                           dm:    0.04
-                                                           dx:    0.19
+	model 1: 57.1| model 2: 11.5| model 3: 3.9| model 4: 16.5| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    0.74
+                                                           dm:    0.09
+                                                           dx:    0.04
 Iteration 17
 	model frequencies (percent)
-	model 1: 57.2| model 2: 11.8| model 3: 4.1| model 4: 15.9| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -1.21
-                                                           dm:    0.01
-                                                           dx:    0.10
-Iteration 18
-	model frequencies (percent)
-	model 1: 57.5| model 2: 11.7| model 3: 3.9| model 4: 15.9| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -6.97
-                                                           dm:    0.29
-                                                           dx:    0.20
-Iteration 19
-	model frequencies (percent)
-	model 1: 57.5| model 2: 11.7| model 3: 4.0| model 4: 15.8| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -0.58
+	model 1: 57.1| model 2: 11.5| model 3: 4.0| model 4: 16.4| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:   -0.25
                                                            dm:    0.02
-                                                           dx:    0.13
-Iteration 20
-	model frequencies (percent)
-	model 1: 57.6| model 2: 11.7| model 3: 4.2| model 4: 15.5| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   11.65
-                                                           dm:    0.12
-                                                           dx:    0.10
-Iteration 21
-	model frequencies (percent)
-	model 1: 57.2| model 2: 11.7| model 3: 4.6| model 4: 15.5| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -2.40
-                                                           dm:    0.37
-                                                           dx:    0.06
-Iteration 22
-	model frequencies (percent)
-	model 1: 57.6| model 2: 11.7| model 3: 3.9| model 4: 15.8| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    3.85
-                                                           dm:    0.34
-                                                           dx:    0.16
-Iteration 23
-	model frequencies (percent)
-	model 1: 56.9| model 2: 11.7| model 3: 4.5| model 4: 15.9| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    0.91
-                                                           dm:    0.69
-                                                           dx:    0.11
-Iteration 24
-	model frequencies (percent)
-	model 1: 56.6| model 2: 11.6| model 3: 4.7| model 4: 16.1| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   13.80
-                                                           dm:    0.28
-                                                           dx:    0.05
-Iteration 25
-	model frequencies (percent)
-	model 1: 57.0| model 2: 11.6| model 3: 5.0| model 4: 15.4| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -1.95
-                                                           dm:    0.38
-                                                           dx:    0.03
-Iteration 26
-	model frequencies (percent)
-	model 1: 57.5| model 2: 11.7| model 3: 4.5| model 4: 15.3| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   10.27
-                                                           dm:    0.49
-                                                           dx:    0.13
-Iteration 27
-	model frequencies (percent)
-	model 1: 57.2| model 2: 11.7| model 3: 4.9| model 4: 15.1| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -9.02
-                                                           dm:    0.27
                                                            dx:    0.03
-Iteration 28
-	model frequencies (percent)
-	model 1: 56.9| model 2: 11.8| model 3: 4.3| model 4: 16.0| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   10.11
-                                                           dm:    0.27
-                                                           dx:    0.06
-Iteration 29
-	model frequencies (percent)
-	model 1: 56.8| model 2: 11.7| model 3: 5.1| model 4: 15.4| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -4.12
-                                                           dm:    0.15
-                                                           dx:    0.05
-Iteration 30
-	model frequencies (percent)
-	model 1: 57.1| model 2: 11.7| model 3: 5.0| model 4: 15.1| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    0.91
-                                                           dm:    0.36
-                                                           dx:    0.04
-Iteration 31
-	model frequencies (percent)
-	model 1: 57.1| model 2: 11.8| model 3: 4.9| model 4: 15.2| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -1.06
-                                                           dm:    0.00
-                                                           dx:    0.07
-Iteration 32
+Iteration 18
 	model frequencies (percent)
-	model 1: 57.1| model 2: 11.8| model 3: 4.6| model 4: 15.5| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    5.00
-                                                           dm:    0.05
-                                                           dx:    0.06
-Iteration 33
+	model 1: 57.1| model 2: 11.5| model 3: 3.8| model 4: 16.6| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    1.07
+                                                           dm:    0.01
+                                                           dx:    0.02
+Iteration 19
 	model frequencies (percent)
-	model 1: 57.0| model 2: 11.7| model 3: 4.8| model 4: 15.4| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    0.96
+	model 1: 57.0| model 2: 11.5| model 3: 4.0| model 4: 16.5| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    0.61
                                                            dm:    0.06
                                                            dx:    0.03
-Iteration 34
-	model frequencies (percent)
-	model 1: 56.9| model 2: 11.7| model 3: 5.2| model 4: 15.1| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -1.38
-                                                           dm:    0.09
-                                                           dx:    0.04
-Iteration 35
-	model frequencies (percent)
-	model 1: 57.2| model 2: 11.8| model 3: 4.6| model 4: 15.4| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    9.31
-                                                           dm:    0.24
-                                                           dx:    0.04
-Iteration 36
-	model frequencies (percent)
-	model 1: 57.0| model 2: 11.8| model 3: 4.8| model 4: 15.4| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -4.20
-                                                           dm:    0.21
-                                                           dx:    0.07
-Iteration 37
-	model frequencies (percent)
-	model 1: 57.1| model 2: 11.8| model 3: 4.8| model 4: 15.3| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    5.33
-                                                           dm:    0.13
-                                                           dx:    0.03
-Iteration 38
-	model frequencies (percent)
-	model 1: 57.0| model 2: 11.8| model 3: 4.9| model 4: 15.3| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:  -12.51
-                                                           dm:    0.10
-                                                           dx:    0.05
-Iteration 39
-	model frequencies (percent)
-	model 1: 57.0| model 2: 11.8| model 3: 4.9| model 4: 15.2| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:  -14.34
-                                                           dm:    0.04
-                                                           dx:    0.05
-Iteration 40
-	model frequencies (percent)
-	model 1: 57.1| model 2: 11.8| model 3: 4.9| model 4: 15.2| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    8.38
-                                                           dm:    0.04
-                                                           dx:    0.07
-Iteration 41
-	model frequencies (percent)
-	model 1: 57.0| model 2: 11.8| model 3: 5.4| model 4: 14.8| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -7.03
-                                                           dm:    0.12
-                                                           dx:    0.05
-Iteration 42
-	model frequencies (percent)
-	model 1: 57.0| model 2: 11.8| model 3: 5.0| model 4: 15.2| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -2.67
-                                                           dm:    0.05
-                                                           dx:    0.11
-Iteration 43
-	model frequencies (percent)
-	model 1: 57.2| model 2: 11.8| model 3: 4.6| model 4: 15.4| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    0.40
-                                                           dm:    0.21
-                                                           dx:    0.04
-Iteration 44
+Iteration 20
 	model frequencies (percent)
-	model 1: 57.2| model 2: 11.7| model 3: 4.5| model 4: 15.5| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:   -7.76
-                                                           dm:    0.03
+	model 1: 57.0| model 2: 11.5| model 3: 4.0| model 4: 16.4| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    0.07
+                                                           dm:    0.01
                                                            dx:    0.02
-Iteration 45
-	model frequencies (percent)
-	model 1: 57.1| model 2: 11.7| model 3: 4.6| model 4: 15.5| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    3.18
-                                                           dm:    0.11
-                                                           dx:    0.05
-Iteration 46
+Iteration 21
 	model frequencies (percent)
-	model 1: 57.2| model 2: 11.7| model 3: 4.8| model 4: 15.3| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:  -19.35
+	model 1: 57.1| model 2: 11.5| model 3: 4.0| model 4: 16.4| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    0.13
                                                            dm:    0.07
-                                                           dx:    0.04
-Iteration 47
-	model frequencies (percent)
-	model 1: 57.4| model 2: 11.7| model 3: 4.3| model 4: 15.6| model 5: 7.4| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    3.63
-                                                           dm:    0.19
-                                                           dx:    0.03
-Iteration 48
-	model frequencies (percent)
-	model 1: 57.2| model 2: 11.7| model 3: 4.4| model 4: 15.7| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:  -15.61
-                                                           dm:    0.17
-                                                           dx:    0.06
-Iteration 49
-	model frequencies (percent)
-	model 1: 57.5| model 2: 11.7| model 3: 4.1| model 4: 15.7| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    5.57
-                                                           dm:    0.24
-                                                           dx:    0.11
-Iteration 50
-	model frequencies (percent)
-	model 1: 57.5| model 2: 11.7| model 3: 4.1| model 4: 15.7| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    0.35
-                                                           dm:    0.03
-                                                           dx:    0.05
-Iteration 51
+                                                           dx:    0.01
+Iteration 22
 	model frequencies (percent)
-	model 1: 57.5| model 2: 11.7| model 3: 4.1| model 4: 15.7| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
-                                                           dL:    1.27
-                                                           dm:    0.01
-                                                           dx:    0.04
+	model 1: 57.1| model 2: 11.5| model 3: 4.0| model 4: 16.4| model 5: 7.3| model 6: 1.3| model 7: 2.3| 
+                                                           dL:    0.06
+                                                           dm:    0.02
+                                                           dx:    0.01
+                                                          Converged :]

hbi_output/1239/300_360_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 20:41:08
+Hierarchical Bayesian Inference                    2026-05-22 19:21:14
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 34.1| model 2: 14.0| model 3: 14.0| model 4: 23.5| model 5: 7.3| model 6: 3.4| model 7: 3.7| 
-                                                           dL:  362.82
-                                                           dm:   65.86
-                                                           dx:   12.97
+	model 1: 18.5| model 2: 11.7| model 3: 4.3| model 4: 24.3| model 5: 12.2| model 6: 13.1| model 7: 15.9| 
+                                                           dL:  215.15
+                                                           dm:   75.68
+                                                           dx:    9.83
 Iteration 03
 	model frequencies (percent)
-	model 1: 24.5| model 2: 12.1| model 3: 8.1| model 4: 23.9| model 5: 11.1| model 6: 9.3| model 7: 11.0| 
-                                                           dL:  164.20
-                                                           dm:    9.63
-                                                           dx:    0.99
+	model 1: 15.6| model 2: 11.1| model 3: 2.7| model 4: 25.5| model 5: 12.9| model 6: 14.2| model 7: 18.0| 
+                                                           dL:   70.83
+                                                           dm:    1.14
+                                                           dx:    1.59
 Iteration 04
 	model frequencies (percent)
-	model 1: 16.5| model 2: 11.3| model 3: 3.6| model 4: 26.4| model 5: 12.5| model 6: 13.3| model 7: 16.4| 
-                                                           dL:   49.18
-                                                           dm:    2.52
-                                                           dx:    0.67
+	model 1: 16.3| model 2: 10.9| model 3: 3.1| model 4: 23.7| model 5: 13.2| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   31.73
+                                                           dm:    1.71
+                                                           dx:    0.39
 Iteration 05
 	model frequencies (percent)
-	model 1: 15.6| model 2: 11.0| model 3: 1.8| model 4: 26.2| model 5: 13.1| model 6: 14.2| model 7: 18.1| 
-                                                           dL:   57.67
-                                                           dm:    0.16
-                                                           dx:    0.44
+	model 1: 16.7| model 2: 10.9| model 3: 3.0| model 4: 23.4| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -2.05
+                                                           dm:    0.36
+                                                           dx:    0.15
 Iteration 06
 	model frequencies (percent)
-	model 1: 16.5| model 2: 10.9| model 3: 2.4| model 4: 24.1| model 5: 13.3| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   56.86
-                                                           dm:    2.11
-                                                           dx:    0.26
+	model 1: 16.8| model 2: 10.9| model 3: 3.0| model 4: 23.2| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    0.53
+                                                           dm:    0.18
+                                                           dx:    0.09
 Iteration 07
 	model frequencies (percent)
-	model 1: 16.7| model 2: 10.9| model 3: 2.9| model 4: 23.4| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -2.40
-                                                           dm:    0.70
-                                                           dx:    0.17
+	model 1: 16.9| model 2: 10.9| model 3: 3.0| model 4: 23.1| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -4.77
+                                                           dm:    0.07
+                                                           dx:    0.07
 Iteration 08
 	model frequencies (percent)
-	model 1: 16.8| model 2: 10.9| model 3: 3.0| model 4: 23.2| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    5.20
-                                                           dm:    0.20
-                                                           dx:    0.14
+	model 1: 17.0| model 2: 10.9| model 3: 2.7| model 4: 23.3| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    4.04
+                                                           dm:    0.14
+                                                           dx:    0.06
 Iteration 09
 	model frequencies (percent)
-	model 1: 16.8| model 2: 10.9| model 3: 3.2| model 4: 23.0| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    9.07
-                                                           dm:    0.22
-                                                           dx:    0.07
+	model 1: 17.1| model 2: 10.9| model 3: 2.9| model 4: 23.1| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    1.50
+                                                           dm:    0.19
+                                                           dx:    0.12
 Iteration 10
 	model frequencies (percent)
-	model 1: 16.9| model 2: 10.9| model 3: 3.3| model 4: 22.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:  -19.26
-                                                           dm:    0.30
-                                                           dx:    0.16
+	model 1: 17.2| model 2: 10.9| model 3: 2.6| model 4: 23.2| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   11.85
+                                                           dm:    0.14
+                                                           dx:    0.19
 Iteration 11
 	model frequencies (percent)
-	model 1: 17.1| model 2: 11.0| model 3: 2.5| model 4: 23.3| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -1.91
-                                                           dm:    0.59
-                                                           dx:    0.07
+	model 1: 17.0| model 2: 10.9| model 3: 2.7| model 4: 23.3| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -4.83
+                                                           dm:    0.12
+                                                           dx:    0.06
 Iteration 12
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.3| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   23.93
-                                                           dm:    0.27
-                                                           dx:    0.19
+	model 1: 17.1| model 2: 10.9| model 3: 2.4| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    6.47
+                                                           dm:    0.23
+                                                           dx:    0.25
 Iteration 13
 	model frequencies (percent)
-	model 1: 17.0| model 2: 10.9| model 3: 2.6| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:  -20.09
-                                                           dm:    0.11
-                                                           dx:    0.15
+	model 1: 17.1| model 2: 10.5| model 3: 2.7| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -8.53
+                                                           dm:    0.01
+                                                           dx:    0.06
 Iteration 14
 	model frequencies (percent)
-	model 1: 16.8| model 2: 10.9| model 3: 2.8| model 4: 23.4| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -3.20
-                                                           dm:    0.08
-                                                           dx:    0.20
+	model 1: 17.1| model 2: 10.5| model 3: 2.9| model 4: 23.4| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -7.53
+                                                           dm:    0.13
+                                                           dx:    0.06
 Iteration 15
 	model frequencies (percent)
-	model 1: 16.9| model 2: 10.9| model 3: 2.6| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    1.23
-                                                           dm:    0.12
-                                                           dx:    0.04
+	model 1: 17.1| model 2: 10.8| model 3: 2.6| model 4: 23.4| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   17.65
+                                                           dm:    0.06
+                                                           dx:    0.15
 Iteration 16
 	model frequencies (percent)
-	model 1: 17.0| model 2: 10.9| model 3: 2.5| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -2.82
-                                                           dm:    0.01
-                                                           dx:    0.04
+	model 1: 17.1| model 2: 10.8| model 3: 2.5| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:  -13.81
+                                                           dm:    0.11
+                                                           dx:    0.21
 Iteration 17
 	model frequencies (percent)
-	model 1: 17.0| model 2: 10.9| model 3: 2.5| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -1.59
-                                                           dm:    0.01
-                                                           dx:    0.04
+	model 1: 17.1| model 2: 10.9| model 3: 2.4| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    1.71
+                                                           dm:    0.04
+                                                           dx:    0.17
 Iteration 18
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.5| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    9.97
-                                                           dm:    0.00
-                                                           dx:    0.05
+	model 1: 17.1| model 2: 10.5| model 3: 2.7| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -5.47
+                                                           dm:    0.06
+                                                           dx:    0.29
 Iteration 19
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.4| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -6.12
-                                                           dm:    0.02
-                                                           dx:    0.07
+	model 1: 17.1| model 2: 10.8| model 3: 2.5| model 4: 23.5| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -0.23
+                                                           dm:    0.05
+                                                           dx:    0.13
 Iteration 20
 	model frequencies (percent)
-	model 1: 17.3| model 2: 10.9| model 3: 2.1| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -1.10
-                                                           dm:    0.12
-                                                           dx:    0.24
+	model 1: 17.1| model 2: 10.8| model 3: 2.4| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:  -11.49
+                                                           dm:    0.07
+                                                           dx:    0.21
 Iteration 21
 	model frequencies (percent)
-	model 1: 17.3| model 2: 10.9| model 3: 2.1| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    5.35
-                                                           dm:    0.00
-                                                           dx:    0.28
+	model 1: 17.1| model 2: 10.8| model 3: 2.3| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    9.00
+                                                           dm:    0.04
+                                                           dx:    0.20
 Iteration 22
 	model frequencies (percent)
-	model 1: 17.3| model 2: 10.9| model 3: 2.1| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -5.10
-                                                           dm:    0.00
-                                                           dx:    0.39
+	model 1: 17.1| model 2: 10.8| model 3: 2.3| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    0.95
+                                                           dm:    0.07
+                                                           dx:    0.11
 Iteration 23
 	model frequencies (percent)
-	model 1: 17.3| model 2: 10.8| model 3: 2.1| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   13.14
-                                                           dm:    0.01
-                                                           dx:    0.22
+	model 1: 17.1| model 2: 10.5| model 3: 2.4| model 4: 23.8| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -2.65
+                                                           dm:    0.11
+                                                           dx:    0.52
 Iteration 24
 	model frequencies (percent)
-	model 1: 17.3| model 2: 10.8| model 3: 2.5| model 4: 23.3| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -8.17
-                                                           dm:    0.33
-                                                           dx:    0.19
+	model 1: 17.1| model 2: 10.8| model 3: 2.2| model 4: 23.8| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -1.15
+                                                           dm:    0.04
+                                                           dx:    0.22
 Iteration 25
 	model frequencies (percent)
-	model 1: 17.2| model 2: 10.9| model 3: 2.2| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   20.85
-                                                           dm:    0.40
-                                                           dx:    0.09
+	model 1: 17.3| model 2: 10.8| model 3: 2.1| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -0.30
+                                                           dm:    0.11
+                                                           dx:    0.19
 Iteration 26
 	model frequencies (percent)
-	model 1: 17.0| model 2: 10.9| model 3: 2.6| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:  -22.22
-                                                           dm:    0.18
-                                                           dx:    0.53
+	model 1: 17.3| model 2: 10.8| model 3: 2.1| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    1.71
+                                                           dm:    0.05
+                                                           dx:    0.19
 Iteration 27
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.3| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    0.14
-                                                           dm:    0.15
+	model 1: 17.3| model 2: 10.8| model 3: 2.1| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    0.19
+                                                           dm:    0.02
                                                            dx:    0.15
 Iteration 28
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.3| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    1.14
-                                                           dm:    0.01
-                                                           dx:    0.09
+	model 1: 17.3| model 2: 10.8| model 3: 2.1| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -2.50
+                                                           dm:    0.00
+                                                           dx:    0.12
 Iteration 29
 	model frequencies (percent)
-	model 1: 17.0| model 2: 10.8| model 3: 2.4| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -4.65
-                                                           dm:    0.05
-                                                           dx:    0.44
+	model 1: 17.3| model 2: 10.5| model 3: 2.5| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -0.74
+                                                           dm:    0.00
+                                                           dx:    0.67
 Iteration 30
 	model frequencies (percent)
-	model 1: 17.3| model 2: 10.9| model 3: 1.8| model 4: 23.9| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    8.62
-                                                           dm:    0.30
-                                                           dx:    0.24
+	model 1: 17.1| model 2: 10.8| model 3: 2.3| model 4: 23.6| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    3.78
+                                                           dm:    0.02
+                                                           dx:    0.10
 Iteration 31
 	model frequencies (percent)
-	model 1: 17.3| model 2: 10.9| model 3: 2.3| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   10.65
-                                                           dm:    0.44
-                                                           dx:    0.26
+	model 1: 17.1| model 2: 10.5| model 3: 2.7| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   10.88
+                                                           dm:    0.04
+                                                           dx:    0.39
 Iteration 32
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.3| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:  -11.39
-                                                           dm:    0.12
-                                                           dx:    0.29
+	model 1: 17.1| model 2: 10.4| model 3: 2.7| model 4: 23.6| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:  -10.65
+                                                           dm:    0.01
+                                                           dx:    0.22
 Iteration 33
 	model frequencies (percent)
-	model 1: 17.2| model 2: 10.9| model 3: 2.2| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -0.96
-                                                           dm:    0.05
-                                                           dx:    0.18
+	model 1: 17.1| model 2: 10.8| model 3: 2.4| model 4: 23.6| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -7.71
+                                                           dm:    0.06
+                                                           dx:    0.10
 Iteration 34
 	model frequencies (percent)
-	model 1: 17.2| model 2: 10.8| model 3: 2.2| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    8.59
-                                                           dm:    0.01
-                                                           dx:    0.13
+	model 1: 17.1| model 2: 10.8| model 3: 2.3| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    4.46
+                                                           dm:    0.07
+                                                           dx:    0.17
 Iteration 35
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.5| model 3: 2.8| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -3.46
-                                                           dm:    0.20
-                                                           dx:    0.54
+	model 1: 17.1| model 2: 10.8| model 3: 2.4| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    2.05
+                                                           dm:    0.01
+                                                           dx:    0.20
 Iteration 36
 	model frequencies (percent)
-	model 1: 17.0| model 2: 10.8| model 3: 2.7| model 4: 23.4| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    6.79
-                                                           dm:    0.10
-                                                           dx:    0.05
+	model 1: 17.1| model 2: 10.8| model 3: 2.3| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -4.58
+                                                           dm:    0.01
+                                                           dx:    0.08
 Iteration 37
 	model frequencies (percent)
-	model 1: 17.0| model 2: 10.5| model 3: 3.0| model 4: 23.4| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -8.04
-                                                           dm:    0.02
-                                                           dx:    0.13
+	model 1: 17.1| model 2: 10.8| model 3: 2.3| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    7.96
+                                                           dm:    0.01
+                                                           dx:    0.24
 Iteration 38
 	model frequencies (percent)
-	model 1: 17.0| model 2: 10.8| model 3: 2.8| model 4: 23.3| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -5.65
-                                                           dm:    0.13
-                                                           dx:    0.04
+	model 1: 17.1| model 2: 10.8| model 3: 2.4| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -4.76
+                                                           dm:    0.04
+                                                           dx:    0.17
 Iteration 39
 	model frequencies (percent)
-	model 1: 17.0| model 2: 10.9| model 3: 2.7| model 4: 23.3| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -1.49
-                                                           dm:    0.06
-                                                           dx:    0.04
+	model 1: 17.2| model 2: 10.8| model 3: 2.4| model 4: 23.5| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    1.56
+                                                           dm:    0.14
+                                                           dx:    0.06
 Iteration 40
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.3| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -1.89
-                                                           dm:    0.27
-                                                           dx:    0.26
+	model 1: 17.2| model 2: 10.9| model 3: 2.3| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    9.67
+                                                           dm:    0.08
+                                                           dx:    0.07
 Iteration 41
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.3| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -3.69
-                                                           dm:    0.06
-                                                           dx:    0.22
+	model 1: 17.2| model 2: 10.5| model 3: 2.6| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -3.86
+                                                           dm:    0.07
+                                                           dx:    0.36
 Iteration 42
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.3| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -2.11
-                                                           dm:    0.02
-                                                           dx:    0.30
+	model 1: 17.1| model 2: 10.5| model 3: 2.9| model 4: 23.4| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -5.73
+                                                           dm:    0.23
+                                                           dx:    0.14
 Iteration 43
 	model frequencies (percent)
-	model 1: 17.1| model 2: 10.9| model 3: 2.3| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:  -11.29
-                                                           dm:    0.00
-                                                           dx:    0.32
+	model 1: 17.1| model 2: 10.5| model 3: 2.9| model 4: 23.4| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   17.71
+                                                           dm:    0.01
+                                                           dx:    0.11
 Iteration 44
 	model frequencies (percent)
-	model 1: 17.2| model 2: 10.8| model 3: 2.2| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    3.31
-                                                           dm:    0.07
-                                                           dx:    0.32
+	model 1: 17.1| model 2: 10.5| model 3: 2.9| model 4: 23.4| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:  -10.81
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 45
 	model frequencies (percent)
-	model 1: 17.2| model 2: 10.8| model 3: 2.1| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    8.34
-                                                           dm:    0.00
-                                                           dx:    0.13
+	model 1: 17.1| model 2: 10.5| model 3: 2.9| model 4: 23.3| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   11.26
+                                                           dm:    0.05
+                                                           dx:    0.03
 Iteration 46
 	model frequencies (percent)
-	model 1: 17.2| model 2: 10.8| model 3: 2.1| model 4: 23.8| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -3.44
+	model 1: 17.1| model 2: 10.5| model 3: 3.0| model 4: 23.3| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:  -10.85
                                                            dm:    0.03
-                                                           dx:    0.13
+                                                           dx:    0.04
 Iteration 47
 	model frequencies (percent)
-	model 1: 17.4| model 2: 10.8| model 3: 1.9| model 4: 23.8| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:    2.24
-                                                           dm:    0.08
-                                                           dx:    0.11
+	model 1: 17.1| model 2: 10.8| model 3: 2.6| model 4: 23.3| model 5: 13.5| model 6: 14.3| model 7: 18.3| 
+                                                           dL:    1.85
+                                                           dm:    0.01
+                                                           dx:    0.19
 Iteration 48
 	model frequencies (percent)
-	model 1: 17.4| model 2: 10.8| model 3: 1.7| model 4: 23.9| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -0.08
-                                                           dm:    0.09
-                                                           dx:    0.18
+	model 1: 17.1| model 2: 10.9| model 3: 2.5| model 4: 23.4| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -2.37
+                                                           dm:    0.12
+                                                           dx:    0.15
 Iteration 49
 	model frequencies (percent)
-	model 1: 17.5| model 2: 10.8| model 3: 2.0| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -0.58
-                                                           dm:    0.28
-                                                           dx:    0.34
+	model 1: 17.1| model 2: 10.5| model 3: 2.7| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -5.45
+                                                           dm:    0.15
+                                                           dx:    0.17
 Iteration 50
 	model frequencies (percent)
-	model 1: 17.5| model 2: 10.8| model 3: 1.7| model 4: 23.9| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   10.54
-                                                           dm:    0.24
-                                                           dx:    0.13
+	model 1: 17.1| model 2: 10.8| model 3: 2.4| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -3.09
+                                                           dm:    0.01
+                                                           dx:    0.12
 Iteration 51
 	model frequencies (percent)
-	model 1: 17.5| model 2: 10.8| model 3: 2.0| model 4: 23.6| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
-                                                           dL:   -7.02
-                                                           dm:    0.30
-                                                           dx:    0.47
+	model 1: 17.1| model 2: 10.8| model 3: 2.2| model 4: 23.7| model 5: 13.4| model 6: 14.3| model 7: 18.3| 
+                                                           dL:   -2.01
+                                                           dm:    0.16
+                                                           dx:    0.13

hbi_output/1239/300_360_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 21:07:12
+Hierarchical Bayesian Inference                    2026-05-22 19:42:52
 ======================================================================
 Number of samples: 300
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 58.4| model 2: 14.4| model 3: 6.4| model 4: 15.2| model 5: 3.9| model 6: 0.6| model 7: 1.1| 
-                                                           dL:  401.60
-                                                           dm:   41.59
-                                                           dx:   15.46
+	model 1: 51.6| model 2: 12.5| model 3: 3.5| model 4: 21.0| model 5: 6.7| model 6: 1.3| model 7: 3.3| 
+                                                           dL:  322.40
+                                                           dm:   48.37
+                                                           dx:   12.17
 Iteration 03
 	model frequencies (percent)
-	model 1: 59.5| model 2: 13.8| model 3: 4.1| model 4: 14.0| model 5: 5.3| model 6: 0.9| model 7: 2.3| 
-                                                           dL:   15.24
-                                                           dm:    1.12
+	model 1: 56.2| model 2: 13.2| model 3: 3.3| model 4: 16.4| model 5: 6.2| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   34.07
+                                                           dm:    4.59
                                                            dx:    0.69
 Iteration 04
 	model frequencies (percent)
-	model 1: 59.5| model 2: 13.6| model 3: 2.3| model 4: 14.7| model 5: 5.8| model 6: 1.2| model 7: 3.0| 
-                                                           dL:   67.60
-                                                           dm:    0.03
-                                                           dx:    0.39
+	model 1: 57.2| model 2: 13.3| model 3: 3.4| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    9.43
+                                                           dm:    0.99
+                                                           dx:    0.26
 Iteration 05
 	model frequencies (percent)
-	model 1: 58.0| model 2: 13.4| model 3: 2.9| model 4: 15.2| model 5: 5.9| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   55.73
-                                                           dm:    1.46
-                                                           dx:    0.36
+	model 1: 57.5| model 2: 13.4| model 3: 3.4| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    0.01
+                                                           dm:    0.30
+                                                           dx:    0.20
 Iteration 06
 	model frequencies (percent)
-	model 1: 57.6| model 2: 13.4| model 3: 3.4| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -4.22
-                                                           dm:    0.46
-                                                           dx:    0.26
+	model 1: 57.6| model 2: 13.4| model 3: 3.3| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    8.33
+                                                           dm:    0.06
+                                                           dx:    0.12
 Iteration 07
 	model frequencies (percent)
-	model 1: 57.8| model 2: 13.4| model 3: 3.4| model 4: 14.9| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   42.60
-                                                           dm:    0.17
-                                                           dx:    0.18
+	model 1: 57.4| model 2: 13.3| model 3: 3.7| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   14.76
+                                                           dm:    0.21
+                                                           dx:    0.08
 Iteration 08
 	model frequencies (percent)
-	model 1: 57.5| model 2: 13.4| model 3: 3.8| model 4: 14.7| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   26.58
-                                                           dm:    0.24
-                                                           dx:    0.16
+	model 1: 57.2| model 2: 13.3| model 3: 3.9| model 4: 14.9| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:  -10.29
+                                                           dm:    0.12
+                                                           dx:    0.06
 Iteration 09
 	model frequencies (percent)
-	model 1: 57.4| model 2: 13.4| model 3: 4.1| model 4: 14.5| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -15.64
-                                                           dm:    0.16
-                                                           dx:    0.10
+	model 1: 57.1| model 2: 13.3| model 3: 3.9| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    8.31
+                                                           dm:    0.18
+                                                           dx:    0.05
 Iteration 10
 	model frequencies (percent)
-	model 1: 57.5| model 2: 13.3| model 3: 3.8| model 4: 14.7| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -9.70
-                                                           dm:    0.10
-                                                           dx:    0.03
+	model 1: 57.3| model 2: 13.3| model 3: 3.3| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    1.25
+                                                           dm:    0.26
+                                                           dx:    0.02
 Iteration 11
 	model frequencies (percent)
-	model 1: 57.4| model 2: 13.3| model 3: 3.8| model 4: 14.8| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   27.89
-                                                           dm:    0.02
-                                                           dx:    0.02
+	model 1: 57.2| model 2: 13.3| model 3: 3.5| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:  -10.93
+                                                           dm:    0.10
+                                                           dx:    0.03
 Iteration 12
 	model frequencies (percent)
-	model 1: 57.2| model 2: 13.3| model 3: 4.0| model 4: 14.8| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -19.16
-                                                           dm:    0.26
-                                                           dx:    0.11
+	model 1: 57.3| model 2: 13.3| model 3: 3.3| model 4: 15.4| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    0.32
+                                                           dm:    0.10
+                                                           dx:    0.04
 Iteration 13
 	model frequencies (percent)
-	model 1: 57.5| model 2: 13.3| model 3: 3.9| model 4: 14.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   19.48
-                                                           dm:    0.32
-                                                           dx:    0.03
+	model 1: 57.1| model 2: 13.3| model 3: 3.5| model 4: 15.4| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -8.51
+                                                           dm:    0.20
+                                                           dx:    0.06
 Iteration 14
 	model frequencies (percent)
-	model 1: 57.3| model 2: 13.3| model 3: 4.0| model 4: 14.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    1.51
-                                                           dm:    0.14
+	model 1: 57.1| model 2: 13.3| model 3: 3.7| model 4: 15.2| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -2.52
+                                                           dm:    0.03
                                                            dx:    0.06
 Iteration 15
 	model frequencies (percent)
-	model 1: 57.2| model 2: 13.3| model 3: 4.2| model 4: 14.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -38.79
-                                                           dm:    0.17
-                                                           dx:    0.08
+	model 1: 57.4| model 2: 13.3| model 3: 3.5| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    6.07
+                                                           dm:    0.28
+                                                           dx:    0.09
 Iteration 16
 	model frequencies (percent)
-	model 1: 57.7| model 2: 13.3| model 3: 3.7| model 4: 14.5| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   23.83
-                                                           dm:    0.55
-                                                           dx:    0.21
+	model 1: 57.7| model 2: 13.3| model 3: 3.5| model 4: 14.8| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    3.94
+                                                           dm:    0.32
+                                                           dx:    0.07
 Iteration 17
 	model frequencies (percent)
-	model 1: 57.5| model 2: 13.3| model 3: 4.1| model 4: 14.5| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    7.01
-                                                           dm:    0.22
+	model 1: 57.4| model 2: 13.3| model 3: 3.6| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   15.95
+                                                           dm:    0.36
                                                            dx:    0.05
 Iteration 18
 	model frequencies (percent)
-	model 1: 57.8| model 2: 13.3| model 3: 3.7| model 4: 14.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -27.42
-                                                           dm:    0.30
-                                                           dx:    0.24
+	model 1: 57.2| model 2: 13.3| model 3: 4.0| model 4: 14.9| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -9.95
+                                                           dm:    0.22
+                                                           dx:    0.07
 Iteration 19
 	model frequencies (percent)
-	model 1: 57.8| model 2: 13.3| model 3: 3.5| model 4: 14.8| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    1.49
-                                                           dm:    0.01
-                                                           dx:    0.17
+	model 1: 57.1| model 2: 13.3| model 3: 3.7| model 4: 15.2| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    0.43
+                                                           dm:    0.10
+                                                           dx:    0.02
 Iteration 20
 	model frequencies (percent)
-	model 1: 57.5| model 2: 13.3| model 3: 3.9| model 4: 14.7| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   41.75
-                                                           dm:    0.33
-                                                           dx:    0.21
+	model 1: 57.0| model 2: 13.3| model 3: 3.6| model 4: 15.4| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -1.08
+                                                           dm:    0.02
+                                                           dx:    0.02
 Iteration 21
 	model frequencies (percent)
-	model 1: 57.1| model 2: 13.3| model 3: 4.8| model 4: 14.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -31.97
-                                                           dm:    0.34
-                                                           dx:    0.22
+	model 1: 57.3| model 2: 13.3| model 3: 3.3| model 4: 15.5| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -5.00
+                                                           dm:    0.22
+                                                           dx:    0.04
 Iteration 22
 	model frequencies (percent)
-	model 1: 57.5| model 2: 13.3| model 3: 4.5| model 4: 14.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   17.87
-                                                           dm:    0.40
-                                                           dx:    0.18
+	model 1: 57.3| model 2: 13.3| model 3: 3.7| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:  -11.07
+                                                           dm:    0.05
+                                                           dx:    0.06
 Iteration 23
 	model frequencies (percent)
-	model 1: 57.3| model 2: 13.3| model 3: 4.6| model 4: 14.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -3.94
-                                                           dm:    0.23
-                                                           dx:    0.13
+	model 1: 57.7| model 2: 13.3| model 3: 2.9| model 4: 15.4| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   11.96
+                                                           dm:    0.42
+                                                           dx:    0.24
 Iteration 24
 	model frequencies (percent)
-	model 1: 57.3| model 2: 13.1| model 3: 4.8| model 4: 14.2| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   12.69
-                                                           dm:    0.01
+	model 1: 57.5| model 2: 13.3| model 3: 3.3| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -1.47
+                                                           dm:    0.28
                                                            dx:    0.11
 Iteration 25
 	model frequencies (percent)
-	model 1: 57.2| model 2: 13.3| model 3: 4.3| model 4: 14.5| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -14.33
-                                                           dm:    0.12
+	model 1: 57.3| model 2: 13.3| model 3: 3.5| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    3.69
+                                                           dm:    0.19
                                                            dx:    0.10
 Iteration 26
 	model frequencies (percent)
-	model 1: 57.3| model 2: 13.3| model 3: 4.3| model 4: 14.4| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    1.31
-                                                           dm:    0.11
-                                                           dx:    0.10
+	model 1: 57.2| model 2: 13.3| model 3: 3.6| model 4: 15.2| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    3.84
+                                                           dm:    0.03
+                                                           dx:    0.11
 Iteration 27
 	model frequencies (percent)
-	model 1: 57.3| model 2: 13.3| model 3: 4.4| model 4: 14.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -1.39
+	model 1: 57.2| model 2: 13.3| model 3: 3.5| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:  -15.87
                                                            dm:    0.02
-                                                           dx:    0.08
+                                                           dx:    0.05
 Iteration 28
 	model frequencies (percent)
-	model 1: 57.3| model 2: 13.3| model 3: 4.6| model 4: 14.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -19.20
-                                                           dm:    0.02
-                                                           dx:    0.15
+	model 1: 57.4| model 2: 13.3| model 3: 3.3| model 4: 15.4| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    0.35
+                                                           dm:    0.19
+                                                           dx:    0.08
 Iteration 29
 	model frequencies (percent)
-	model 1: 57.5| model 2: 13.3| model 3: 4.3| model 4: 14.2| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -7.96
+	model 1: 57.6| model 2: 13.3| model 3: 3.1| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -1.90
                                                            dm:    0.19
-                                                           dx:    0.11
+                                                           dx:    0.04
 Iteration 30
 	model frequencies (percent)
-	model 1: 57.6| model 2: 13.3| model 3: 3.9| model 4: 14.4| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    4.59
-                                                           dm:    0.12
-                                                           dx:    0.10
+	model 1: 57.6| model 2: 13.3| model 3: 3.1| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -2.52
+                                                           dm:    0.02
+                                                           dx:    0.24
 Iteration 31
 	model frequencies (percent)
-	model 1: 57.7| model 2: 13.3| model 3: 3.7| model 4: 14.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -6.92
-                                                           dm:    0.08
-                                                           dx:    0.08
+	model 1: 57.7| model 2: 13.3| model 3: 3.1| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:  -10.73
+                                                           dm:    0.07
+                                                           dx:    0.21
 Iteration 32
 	model frequencies (percent)
-	model 1: 57.7| model 2: 13.3| model 3: 3.6| model 4: 14.7| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   32.39
-                                                           dm:    0.01
-                                                           dx:    0.15
+	model 1: 57.7| model 2: 13.3| model 3: 3.1| model 4: 15.2| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    8.76
+                                                           dm:    0.04
+                                                           dx:    0.19
 Iteration 33
 	model frequencies (percent)
-	model 1: 57.1| model 2: 13.3| model 3: 4.5| model 4: 14.5| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    4.85
-                                                           dm:    0.62
-                                                           dx:    0.32
+	model 1: 57.5| model 2: 13.3| model 3: 3.3| model 4: 15.2| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    8.83
+                                                           dm:    0.19
+                                                           dx:    0.47
 Iteration 34
 	model frequencies (percent)
-	model 1: 57.0| model 2: 13.3| model 3: 4.6| model 4: 14.4| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   10.21
-                                                           dm:    0.10
-                                                           dx:    0.14
+	model 1: 57.3| model 2: 13.3| model 3: 3.1| model 4: 15.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   11.72
+                                                           dm:    0.21
+                                                           dx:    0.23
 Iteration 35
 	model frequencies (percent)
-	model 1: 57.1| model 2: 13.3| model 3: 4.3| model 4: 14.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -14.20
-                                                           dm:    0.12
-                                                           dx:    0.06
+	model 1: 57.1| model 2: 13.3| model 3: 3.6| model 4: 15.3| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    2.03
+                                                           dm:    0.25
+                                                           dx:    0.09
 Iteration 36
 	model frequencies (percent)
-	model 1: 57.1| model 2: 13.3| model 3: 4.3| model 4: 14.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    1.42
-                                                           dm:    0.01
-                                                           dx:    0.04
+	model 1: 57.1| model 2: 13.3| model 3: 3.9| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    4.78
+                                                           dm:    0.02
+                                                           dx:    0.09
 Iteration 37
 	model frequencies (percent)
-	model 1: 57.3| model 2: 13.3| model 3: 3.7| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -10.39
-                                                           dm:    0.16
-                                                           dx:    0.05
+	model 1: 57.1| model 2: 13.3| model 3: 3.8| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -7.54
+                                                           dm:    0.03
+                                                           dx:    0.04
 Iteration 38
 	model frequencies (percent)
-	model 1: 57.2| model 2: 13.3| model 3: 4.0| model 4: 14.8| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    2.63
-                                                           dm:    0.09
-                                                           dx:    0.11
+	model 1: 57.1| model 2: 13.3| model 3: 3.9| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    3.55
+                                                           dm:    0.02
+                                                           dx:    0.06
 Iteration 39
 	model frequencies (percent)
-	model 1: 57.3| model 2: 13.3| model 3: 4.2| model 4: 14.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -31.14
-                                                           dm:    0.07
-                                                           dx:    0.03
+	model 1: 57.2| model 2: 13.3| model 3: 3.8| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    2.20
+                                                           dm:    0.10
+                                                           dx:    0.02
 Iteration 40
 	model frequencies (percent)
-	model 1: 57.7| model 2: 13.3| model 3: 3.8| model 4: 14.6| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   23.49
-                                                           dm:    0.41
-                                                           dx:    0.11
+	model 1: 57.2| model 2: 13.3| model 3: 3.8| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:  -13.74
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 41
 	model frequencies (percent)
-	model 1: 57.2| model 2: 13.3| model 3: 4.4| model 4: 14.4| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -0.56
-                                                           dm:    0.42
-                                                           dx:    0.14
+	model 1: 57.3| model 2: 13.3| model 3: 3.6| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -4.60
+                                                           dm:    0.15
+                                                           dx:    0.07
 Iteration 42
 	model frequencies (percent)
-	model 1: 57.4| model 2: 13.3| model 3: 4.2| model 4: 14.5| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:  -14.91
-                                                           dm:    0.12
-                                                           dx:    0.04
+	model 1: 57.7| model 2: 13.3| model 3: 3.2| model 4: 15.2| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   19.55
+                                                           dm:    0.33
+                                                           dx:    0.20
 Iteration 43
 	model frequencies (percent)
-	model 1: 57.5| model 2: 13.3| model 3: 3.7| model 4: 14.9| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -7.33
-                                                           dm:    0.15
-                                                           dx:    0.11
+	model 1: 57.2| model 2: 13.3| model 3: 3.8| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    2.51
+                                                           dm:    0.42
+                                                           dx:    0.08
 Iteration 44
 	model frequencies (percent)
-	model 1: 57.5| model 2: 13.3| model 3: 3.5| model 4: 15.1| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    8.98
-                                                           dm:    0.06
-                                                           dx:    0.05
+	model 1: 57.2| model 2: 13.3| model 3: 3.8| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:  -12.61
+                                                           dm:    0.02
+                                                           dx:    0.03
 Iteration 45
 	model frequencies (percent)
 	model 1: 57.2| model 2: 13.3| model 3: 3.8| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -1.74
-                                                           dm:    0.21
-                                                           dx:    0.17
+                                                           dL:   10.74
+                                                           dm:    0.01
+                                                           dx:    0.08
 Iteration 46
 	model frequencies (percent)
 	model 1: 57.2| model 2: 13.3| model 3: 3.8| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    3.17
-                                                           dm:    0.02
-                                                           dx:    0.06
+                                                           dL:   -0.29
+                                                           dm:    0.00
+                                                           dx:    0.04
 Iteration 47
 	model frequencies (percent)
-	model 1: 57.1| model 2: 13.3| model 3: 4.2| model 4: 14.8| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    9.11
-                                                           dm:    0.16
-                                                           dx:    0.09
+	model 1: 57.2| model 2: 13.3| model 3: 3.8| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:  -16.80
+                                                           dm:    0.01
+                                                           dx:    0.02
 Iteration 48
 	model frequencies (percent)
-	model 1: 57.1| model 2: 13.3| model 3: 4.2| model 4: 14.7| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -7.66
-                                                           dm:    0.00
-                                                           dx:    0.04
+	model 1: 57.4| model 2: 13.3| model 3: 3.6| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    0.80
+                                                           dm:    0.19
+                                                           dx:    0.08
 Iteration 49
 	model frequencies (percent)
-	model 1: 57.1| model 2: 13.3| model 3: 4.2| model 4: 14.8| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:    1.85
-                                                           dm:    0.00
-                                                           dx:    0.02
+	model 1: 57.2| model 2: 13.3| model 3: 3.9| model 4: 14.9| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   14.77
+                                                           dm:    0.17
+                                                           dx:    0.06
 Iteration 50
 	model frequencies (percent)
-	model 1: 57.1| model 2: 13.3| model 3: 4.5| model 4: 14.5| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -4.29
-                                                           dm:    0.01
-                                                           dx:    0.03
+	model 1: 57.1| model 2: 13.3| model 3: 4.2| model 4: 14.8| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:   -3.24
+                                                           dm:    0.14
+                                                           dx:    0.09
 Iteration 51
 	model frequencies (percent)
-	model 1: 57.1| model 2: 13.4| model 3: 4.2| model 4: 14.7| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
-                                                           dL:   -0.97
-                                                           dm:    0.06
-                                                           dx:    0.04
+	model 1: 57.2| model 2: 13.3| model 3: 3.8| model 4: 15.0| model 5: 6.0| model 6: 1.3| model 7: 3.3| 
+                                                           dL:    3.45
+                                                           dm:    0.14
+                                                           dx:    0.05

hbi_output/1240/150_180_equal/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 20:49:53
+Hierarchical Bayesian Inference                    2026-05-22 20:02:36
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 28.9| model 2: 22.1| model 3: 17.9| model 4: 21.7| model 5: 4.3| model 6: 2.9| model 7: 2.2| 
-                                                           dL:  142.67
-                                                           dm:   71.06
-                                                           dx:    8.45
+	model 1: 16.6| model 2: 18.8| model 3: 6.6| model 4: 25.0| model 5: 10.0| model 6: 10.7| model 7: 12.3| 
+                                                           dL:  101.07
+                                                           dm:   74.98
+                                                           dx:    5.78
 Iteration 03
 	model frequencies (percent)
-	model 1: 24.9| model 2: 21.8| model 3: 12.1| model 4: 25.2| model 5: 4.2| model 6: 6.9| model 7: 4.9| 
-                                                           dL:   60.13
-                                                           dm:    3.50
-                                                           dx:    2.38
+	model 1: 14.1| model 2: 19.7| model 3: 4.4| model 4: 27.0| model 5: 9.6| model 6: 11.3| model 7: 13.8| 
+                                                           dL:   21.15
+                                                           dm:    2.01
+                                                           dx:    0.90
 Iteration 04
 	model frequencies (percent)
-	model 1: 18.3| model 2: 20.6| model 3: 7.3| model 4: 29.1| model 5: 6.5| model 6: 9.9| model 7: 8.3| 
-                                                           dL:   28.85
-                                                           dm:    3.91
-                                                           dx:    0.75
+	model 1: 14.0| model 2: 19.8| model 3: 3.8| model 4: 27.5| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    7.26
+                                                           dm:    0.44
+                                                           dx:    0.24
 Iteration 05
 	model frequencies (percent)
-	model 1: 14.3| model 2: 20.7| model 3: 2.9| model 4: 31.2| model 5: 8.4| model 6: 11.1| model 7: 11.4| 
-                                                           dL:   23.72
-                                                           dm:    2.11
-                                                           dx:    0.44
+	model 1: 13.3| model 2: 19.8| model 3: 3.8| model 4: 28.1| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   12.10
+                                                           dm:    0.62
+                                                           dx:    0.28
 Iteration 06
 	model frequencies (percent)
-	model 1: 13.7| model 2: 20.2| model 3: 0.7| model 4: 31.7| model 5: 9.1| model 6: 11.3| model 7: 13.3| 
-                                                           dL:   20.14
-                                                           dm:    0.46
-                                                           dx:    0.43
+	model 1: 12.8| model 2: 19.8| model 3: 4.7| model 4: 27.7| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -4.48
+                                                           dm:    0.39
+                                                           dx:    0.10
 Iteration 07
 	model frequencies (percent)
-	model 1: 13.2| model 2: 19.9| model 3: 0.7| model 4: 31.5| model 5: 9.4| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    6.47
-                                                           dm:    0.20
-                                                           dx:    1.10
+	model 1: 12.7| model 2: 19.8| model 3: 4.4| model 4: 28.1| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    1.61
+                                                           dm:    0.39
+                                                           dx:    0.24
 Iteration 08
 	model frequencies (percent)
-	model 1: 13.0| model 2: 19.8| model 3: 1.5| model 4: 30.8| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    9.90
-                                                           dm:    0.74
-                                                           dx:    0.41
+	model 1: 12.3| model 2: 19.6| model 3: 5.0| model 4: 28.1| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    1.83
+                                                           dm:    0.04
+                                                           dx:    0.05
 Iteration 09
 	model frequencies (percent)
-	model 1: 12.8| model 2: 19.8| model 3: 3.5| model 4: 29.0| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -7.12
-                                                           dm:    1.78
-                                                           dx:    0.12
+	model 1: 11.6| model 2: 19.5| model 3: 5.8| model 4: 28.1| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -0.68
+                                                           dm:    0.01
+                                                           dx:    0.22
 Iteration 10
 	model frequencies (percent)
-	model 1: 13.1| model 2: 19.8| model 3: 3.7| model 4: 28.5| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    9.35
-                                                           dm:    0.47
-                                                           dx:    0.24
+	model 1: 11.9| model 2: 19.4| model 3: 5.6| model 4: 28.1| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    0.84
+                                                           dm:    0.04
+                                                           dx:    0.09
 Iteration 11
 	model frequencies (percent)
-	model 1: 13.2| model 2: 19.8| model 3: 3.9| model 4: 28.2| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    1.90
-                                                           dm:    0.32
-                                                           dx:    0.07
+	model 1: 11.9| model 2: 19.4| model 3: 5.9| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -0.53
+                                                           dm:    0.34
+                                                           dx:    0.05
 Iteration 12
 	model frequencies (percent)
-	model 1: 12.7| model 2: 19.8| model 3: 4.5| model 4: 28.1| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    2.77
-                                                           dm:    0.12
-                                                           dx:    0.12
+	model 1: 12.1| model 2: 19.4| model 3: 5.7| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    1.96
+                                                           dm:    0.10
+                                                           dx:    0.06
 Iteration 13
 	model frequencies (percent)
-	model 1: 12.2| model 2: 19.7| model 3: 5.3| model 4: 27.7| model 5: 9.6| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    3.10
-                                                           dm:    0.34
-                                                           dx:    0.21
+	model 1: 11.7| model 2: 19.4| model 3: 6.3| model 4: 27.6| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -4.17
+                                                           dm:    0.20
+                                                           dx:    0.20
 Iteration 14
 	model frequencies (percent)
-	model 1: 12.2| model 2: 19.6| model 3: 5.5| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -2.32
-                                                           dm:    0.06
-                                                           dx:    0.07
+	model 1: 12.1| model 2: 19.3| model 3: 5.5| model 4: 28.0| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    3.46
+                                                           dm:    0.32
+                                                           dx:    0.12
 Iteration 15
 	model frequencies (percent)
-	model 1: 12.5| model 2: 19.4| model 3: 5.5| model 4: 27.6| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -2.29
-                                                           dm:    0.07
-                                                           dx:    0.05
+	model 1: 11.8| model 2: 19.3| model 3: 5.7| model 4: 28.2| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -3.30
+                                                           dm:    0.20
+                                                           dx:    0.15
 Iteration 16
 	model frequencies (percent)
-	model 1: 12.9| model 2: 19.4| model 3: 4.7| model 4: 28.0| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    3.05
-                                                           dm:    0.35
-                                                           dx:    0.04
+	model 1: 12.2| model 2: 19.3| model 3: 5.4| model 4: 28.1| model 5: 9.8| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    3.66
+                                                           dm:    0.08
+                                                           dx:    0.14
 Iteration 17
 	model frequencies (percent)
-	model 1: 12.6| model 2: 19.5| model 3: 5.1| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -3.67
-                                                           dm:    0.13
-                                                           dx:    0.27
+	model 1: 11.8| model 2: 19.3| model 3: 5.9| model 4: 28.0| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -4.51
+                                                           dm:    0.12
+                                                           dx:    0.16
 Iteration 18
 	model frequencies (percent)
-	model 1: 12.6| model 2: 19.3| model 3: 5.2| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    5.55
+	model 1: 12.2| model 2: 19.3| model 3: 5.5| model 4: 28.0| model 5: 9.8| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    4.12
                                                            dm:    0.01
-                                                           dx:    0.08
+                                                           dx:    0.13
 Iteration 19
 	model frequencies (percent)
-	model 1: 11.9| model 2: 19.3| model 3: 5.9| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -2.25
-                                                           dm:    0.05
-                                                           dx:    0.18
+	model 1: 11.9| model 2: 19.3| model 3: 5.7| model 4: 28.1| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -4.07
+                                                           dm:    0.14
+                                                           dx:    0.13
 Iteration 20
 	model frequencies (percent)
-	model 1: 12.3| model 2: 19.3| model 3: 5.5| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    0.63
-                                                           dm:    0.09
-                                                           dx:    0.12
+	model 1: 12.3| model 2: 19.3| model 3: 5.1| model 4: 28.2| model 5: 9.8| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -1.72
+                                                           dm:    0.11
+                                                           dx:    0.17
 Iteration 21
 	model frequencies (percent)
-	model 1: 12.0| model 2: 19.3| model 3: 5.9| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -3.22
-                                                           dm:    0.07
-                                                           dx:    0.15
+	model 1: 12.6| model 2: 19.3| model 3: 4.9| model 4: 28.1| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -2.91
+                                                           dm:    0.10
+                                                           dx:    0.08
 Iteration 22
 	model frequencies (percent)
-	model 1: 12.3| model 2: 19.3| model 3: 5.5| model 4: 27.8| model 5: 9.8| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    6.30
-                                                           dm:    0.05
-                                                           dx:    0.15
+	model 1: 13.0| model 2: 19.4| model 3: 4.5| model 4: 28.0| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -2.09
+                                                           dm:    0.08
+                                                           dx:    0.07
 Iteration 23
 	model frequencies (percent)
-	model 1: 12.0| model 2: 19.3| model 3: 5.7| model 4: 28.0| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -3.06
-                                                           dm:    0.12
-                                                           dx:    0.14
+	model 1: 13.3| model 2: 19.5| model 3: 4.1| model 4: 28.1| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    4.61
+                                                           dm:    0.06
+                                                           dx:    0.08
 Iteration 24
 	model frequencies (percent)
-	model 1: 12.3| model 2: 19.2| model 3: 5.5| model 4: 27.9| model 5: 9.8| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -1.32
-                                                           dm:    0.10
-                                                           dx:    0.17
+	model 1: 12.9| model 2: 19.5| model 3: 4.5| model 4: 28.0| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    3.22
+                                                           dm:    0.08
+                                                           dx:    0.06
 Iteration 25
 	model frequencies (percent)
-	model 1: 12.5| model 2: 19.2| model 3: 5.2| model 4: 28.0| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    1.06
-                                                           dm:    0.12
-                                                           dx:    0.10
+	model 1: 12.8| model 2: 19.5| model 3: 4.9| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -1.19
+                                                           dm:    0.16
+                                                           dx:    0.08
 Iteration 26
 	model frequencies (percent)
-	model 1: 12.1| model 2: 19.3| model 3: 5.6| model 4: 28.0| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -3.35
-                                                           dm:    0.04
-                                                           dx:    0.21
+	model 1: 12.7| model 2: 19.4| model 3: 5.0| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    3.10
+                                                           dm:    0.03
+                                                           dx:    0.04
 Iteration 27
 	model frequencies (percent)
-	model 1: 12.4| model 2: 19.2| model 3: 5.2| model 4: 28.1| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -1.43
-                                                           dm:    0.10
-                                                           dx:    0.14
+	model 1: 12.7| model 2: 19.4| model 3: 5.1| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -4.93
+                                                           dm:    0.09
+                                                           dx:    0.11
 Iteration 28
 	model frequencies (percent)
-	model 1: 12.8| model 2: 19.7| model 3: 4.4| model 4: 28.0| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -1.13
-                                                           dm:    0.08
-                                                           dx:    0.17
+	model 1: 12.9| model 2: 19.3| model 3: 5.0| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -1.55
+                                                           dm:    0.00
+                                                           dx:    0.04
 Iteration 29
 	model frequencies (percent)
-	model 1: 13.3| model 2: 19.5| model 3: 4.3| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    2.20
-                                                           dm:    0.09
-                                                           dx:    0.05
+	model 1: 12.8| model 2: 19.4| model 3: 4.5| model 4: 28.2| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    3.80
+                                                           dm:    0.43
+                                                           dx:    0.04
 Iteration 30
 	model frequencies (percent)
-	model 1: 12.9| model 2: 19.5| model 3: 4.8| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    0.22
-                                                           dm:    0.11
-                                                           dx:    0.06
+	model 1: 12.7| model 2: 19.4| model 3: 5.0| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -4.04
+                                                           dm:    0.31
+                                                           dx:    0.04
 Iteration 31
 	model frequencies (percent)
-	model 1: 12.8| model 2: 19.4| model 3: 4.9| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -3.82
-                                                           dm:    0.02
-                                                           dx:    0.05
+	model 1: 13.0| model 2: 19.4| model 3: 4.8| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -2.52
+                                                           dm:    0.11
+                                                           dx:    0.01
 Iteration 32
 	model frequencies (percent)
-	model 1: 12.9| model 2: 19.4| model 3: 4.5| model 4: 28.3| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    6.48
-                                                           dm:    0.47
-                                                           dx:    0.04
+	model 1: 13.3| model 2: 19.4| model 3: 4.4| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    0.21
+                                                           dm:    0.00
+                                                           dx:    0.03
 Iteration 33
 	model frequencies (percent)
-	model 1: 12.8| model 2: 19.4| model 3: 5.0| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -5.07
-                                                           dm:    0.44
-                                                           dx:    0.05
+	model 1: 13.0| model 2: 19.5| model 3: 4.6| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    2.81
+                                                           dm:    0.11
+                                                           dx:    0.02
 Iteration 34
 	model frequencies (percent)
-	model 1: 13.0| model 2: 19.7| model 3: 4.4| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    2.09
-                                                           dm:    0.02
-                                                           dx:    0.18
+	model 1: 12.9| model 2: 19.5| model 3: 4.8| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -3.07
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 35
 	model frequencies (percent)
-	model 1: 13.4| model 2: 19.6| model 3: 4.3| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -4.27
-                                                           dm:    0.08
-                                                           dx:    0.09
+	model 1: 13.3| model 2: 19.4| model 3: 4.3| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    5.58
+                                                           dm:    0.01
+                                                           dx:    0.04
 Iteration 36
 	model frequencies (percent)
-	model 1: 13.5| model 2: 19.5| model 3: 4.2| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -0.13
-                                                           dm:    0.02
-                                                           dx:    0.09
+	model 1: 12.9| model 2: 19.5| model 3: 4.8| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    0.51
+                                                           dm:    0.10
+                                                           dx:    0.04
 Iteration 37
 	model frequencies (percent)
-	model 1: 13.1| model 2: 19.6| model 3: 4.4| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    2.91
-                                                           dm:    0.16
-                                                           dx:    0.05
+	model 1: 12.8| model 2: 19.4| model 3: 4.9| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -3.60
+                                                           dm:    0.02
+                                                           dx:    0.03
 Iteration 38
 	model frequencies (percent)
-	model 1: 13.0| model 2: 19.5| model 3: 4.6| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -3.34
-                                                           dm:    0.03
-                                                           dx:    0.07
+	model 1: 13.2| model 2: 19.4| model 3: 4.7| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -0.93
+                                                           dm:    0.01
+                                                           dx:    0.03
 Iteration 39
 	model frequencies (percent)
-	model 1: 13.3| model 2: 19.5| model 3: 4.3| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    3.87
-                                                           dm:    0.01
-                                                           dx:    0.07
+	model 1: 12.9| model 2: 19.5| model 3: 4.7| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    3.72
+                                                           dm:    0.09
+                                                           dx:    0.03
 Iteration 40
 	model frequencies (percent)
-	model 1: 13.0| model 2: 19.5| model 3: 4.6| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    0.72
-                                                           dm:    0.07
-                                                           dx:    0.08
+	model 1: 12.8| model 2: 19.4| model 3: 4.9| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -3.38
+                                                           dm:    0.03
+                                                           dx:    0.01
 Iteration 41
 	model frequencies (percent)
-	model 1: 12.9| model 2: 19.5| model 3: 4.8| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -2.06
-                                                           dm:    0.03
-                                                           dx:    0.05
+	model 1: 13.2| model 2: 19.4| model 3: 4.5| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    3.44
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 42
 	model frequencies (percent)
-	model 1: 12.8| model 2: 19.4| model 3: 4.9| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    2.96
-                                                           dm:    0.01
-                                                           dx:    0.06
+	model 1: 12.9| model 2: 19.5| model 3: 4.8| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    1.39
+                                                           dm:    0.05
+                                                           dx:    0.04
 Iteration 43
 	model frequencies (percent)
 	model 1: 12.8| model 2: 19.4| model 3: 5.0| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -4.30
+                                                           dL:    3.39
                                                            dm:    0.06
-                                                           dx:    0.04
+                                                           dx:    0.11
 Iteration 44
 	model frequencies (percent)
-	model 1: 13.1| model 2: 19.4| model 3: 4.6| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -0.80
-                                                           dm:    0.08
-                                                           dx:    0.03
+	model 1: 12.8| model 2: 19.4| model 3: 5.2| model 4: 27.6| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -1.16
+                                                           dm:    0.10
+                                                           dx:    0.04
 Iteration 45
 	model frequencies (percent)
-	model 1: 13.5| model 2: 19.4| model 3: 4.3| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    0.36
-                                                           dm:    0.04
-                                                           dx:    0.06
+	model 1: 12.8| model 2: 19.3| model 3: 5.2| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -2.87
+                                                           dm:    0.03
+                                                           dx:    0.02
 Iteration 46
 	model frequencies (percent)
-	model 1: 13.1| model 2: 19.5| model 3: 4.5| model 4: 27.9| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    6.35
-                                                           dm:    0.13
-                                                           dx:    0.04
+	model 1: 12.8| model 2: 19.3| model 3: 5.2| model 4: 27.6| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -3.07
+                                                           dm:    0.08
+                                                           dx:    0.03
 Iteration 47
 	model frequencies (percent)
-	model 1: 12.9| model 2: 19.5| model 3: 4.9| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -5.87
-                                                           dm:    0.19
-                                                           dx:    0.07
+	model 1: 13.1| model 2: 19.3| model 3: 4.9| model 4: 27.6| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:   -0.38
+                                                           dm:    0.07
+                                                           dx:    0.04
 Iteration 48
 	model frequencies (percent)
-	model 1: 13.2| model 2: 19.4| model 3: 4.6| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    1.43
-                                                           dm:    0.08
-                                                           dx:    0.03
+	model 1: 13.4| model 2: 19.4| model 3: 4.5| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    0.13
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 49
 	model frequencies (percent)
-	model 1: 12.9| model 2: 19.4| model 3: 4.8| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:    4.99
-                                                           dm:    0.03
+	model 1: 13.0| model 2: 19.4| model 3: 4.8| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    1.61
+                                                           dm:    0.07
                                                            dx:    0.03
 Iteration 50
 	model frequencies (percent)
-	model 1: 12.9| model 2: 19.4| model 3: 5.0| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -4.46
-                                                           dm:    0.05
+	model 1: 12.9| model 2: 19.4| model 3: 4.9| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    0.46
+                                                           dm:    0.02
                                                            dx:    0.05
 Iteration 51
 	model frequencies (percent)
-	model 1: 13.1| model 2: 19.4| model 3: 4.8| model 4: 27.7| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
-                                                           dL:   -1.45
-                                                           dm:    0.01
-                                                           dx:    0.03
+	model 1: 13.2| model 2: 19.4| model 3: 4.6| model 4: 27.8| model 5: 9.7| model 6: 11.3| model 7: 14.0| 
+                                                           dL:    2.47
+                                                           dm:    0.02
+                                                           dx:    0.04

hbi_output/1240/150_180_extreme/hbi.log

@@ -1,5 +1,5 @@
 ======================================================================
-Hierarchical Bayesian Inference                    2026-03-27 20:59:07
+Hierarchical Bayesian Inference                    2026-05-22 20:12:49
 ======================================================================
 Number of samples: 150
 Number of models: 7
@@ -17,301 +17,301 @@ Initialized from:
 Iteration 01
 Iteration 02
 	model frequencies (percent)
-	model 1: 64.7| model 2: 12.2| model 3: 7.6| model 4: 10.2| model 5: 3.8| model 6: 1.4| model 7: 0.1| 
-                                                           dL:  241.31
-                                                           dm:   35.31
-                                                           dx:   24.80
+	model 1: 57.8| model 2: 10.5| model 3: 4.8| model 4: 16.2| model 5: 6.6| model 6: 3.3| model 7: 0.7| 
+                                                           dL:  168.31
+                                                           dm:   42.20
+                                                           dx:   21.39
 Iteration 03
 	model frequencies (percent)
-	model 1: 66.4| model 2: 11.6| model 3: 6.4| model 4: 7.3| model 5: 5.3| model 6: 2.8| model 7: 0.2| 
-                                                           dL:   22.08
-                                                           dm:    1.68
-                                                           dx:    0.76
+	model 1: 63.9| model 2: 10.9| model 3: 3.9| model 4: 11.0| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   11.50
+                                                           dm:    6.08
+                                                           dx:    0.62
 Iteration 04
 	model frequencies (percent)
-	model 1: 65.8| model 2: 11.3| model 3: 6.2| model 4: 7.0| model 5: 6.1| model 6: 3.2| model 7: 0.4| 
-                                                           dL:    4.00
-                                                           dm:    0.52
-                                                           dx:    0.44
+	model 1: 65.2| model 2: 10.9| model 3: 4.0| model 4: 9.5| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    4.33
+                                                           dm:    1.28
+                                                           dx:    0.27
 Iteration 05
 	model frequencies (percent)
-	model 1: 65.5| model 2: 11.1| model 3: 5.4| model 4: 7.7| model 5: 6.3| model 6: 3.3| model 7: 0.6| 
-                                                           dL:    9.14
-                                                           dm:    0.33
-                                                           dx:    0.36
+	model 1: 65.5| model 2: 10.9| model 3: 4.1| model 4: 9.1| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -1.80
+                                                           dm:    0.31
+                                                           dx:    0.28
 Iteration 06
 	model frequencies (percent)
-	model 1: 65.2| model 2: 11.0| model 3: 5.8| model 4: 7.6| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    2.25
-                                                           dm:    0.35
-                                                           dx:    0.24
+	model 1: 65.6| model 2: 10.9| model 3: 4.1| model 4: 9.0| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    5.51
+                                                           dm:    0.14
+                                                           dx:    0.16
 Iteration 07
 	model frequencies (percent)
-	model 1: 65.1| model 2: 11.0| model 3: 5.8| model 4: 7.7| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    3.69
-                                                           dm:    0.05
-                                                           dx:    0.11
+	model 1: 65.6| model 2: 10.9| model 3: 4.2| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    1.97
+                                                           dm:    0.04
+                                                           dx:    0.22
 Iteration 08
 	model frequencies (percent)
-	model 1: 64.9| model 2: 11.0| model 3: 6.0| model 4: 7.7| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.12
-                                                           dm:    0.26
-                                                           dx:    0.07
+	model 1: 65.2| model 2: 10.9| model 3: 4.7| model 4: 8.8| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    4.19
+                                                           dm:    0.39
+                                                           dx:    0.14
 Iteration 09
 	model frequencies (percent)
-	model 1: 64.9| model 2: 11.0| model 3: 5.7| model 4: 7.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    6.64
-                                                           dm:    0.09
-                                                           dx:    0.12
+	model 1: 64.7| model 2: 10.9| model 3: 5.5| model 4: 8.5| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    9.74
+                                                           dm:    0.48
+                                                           dx:    0.24
 Iteration 10
 	model frequencies (percent)
-	model 1: 65.0| model 2: 11.0| model 3: 5.7| model 4: 7.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -1.68
-                                                           dm:    0.01
-                                                           dx:    0.19
+	model 1: 64.6| model 2: 10.9| model 3: 5.9| model 4: 8.1| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -4.38
+                                                           dm:    0.06
+                                                           dx:    0.14
 Iteration 11
 	model frequencies (percent)
-	model 1: 64.8| model 2: 11.0| model 3: 5.9| model 4: 7.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   21.61
-                                                           dm:    0.18
-                                                           dx:    0.09
+	model 1: 65.0| model 2: 11.0| model 3: 5.5| model 4: 8.1| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -9.71
+                                                           dm:    0.39
+                                                           dx:    0.16
 Iteration 12
 	model frequencies (percent)
-	model 1: 64.7| model 2: 11.0| model 3: 6.0| model 4: 7.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -7.28
-                                                           dm:    0.07
-                                                           dx:    0.12
+	model 1: 65.6| model 2: 11.0| model 3: 4.8| model 4: 8.2| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -6.86
+                                                           dm:    0.60
+                                                           dx:    0.18
 Iteration 13
 	model frequencies (percent)
-	model 1: 64.8| model 2: 11.0| model 3: 5.4| model 4: 8.4| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   14.15
-                                                           dm:    0.07
-                                                           dx:    0.17
+	model 1: 65.0| model 2: 10.9| model 3: 5.0| model 4: 8.6| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    9.24
+                                                           dm:    0.59
+                                                           dx:    0.15
 Iteration 14
 	model frequencies (percent)
 	model 1: 64.6| model 2: 11.0| model 3: 5.4| model 4: 8.6| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:  -22.08
-                                                           dm:    0.17
-                                                           dx:    0.28
-Iteration 15
-	model frequencies (percent)
-	model 1: 64.6| model 2: 11.0| model 3: 5.3| model 4: 8.7| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   19.74
-                                                           dm:    0.01
+                                                           dL:    2.30
+                                                           dm:    0.41
                                                            dx:    0.14
-Iteration 16
+Iteration 15
 	model frequencies (percent)
 	model 1: 64.5| model 2: 11.0| model 3: 5.4| model 4: 8.7| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    6.71
+                                                           dL:   -1.15
                                                            dm:    0.09
-                                                           dx:    0.14
+                                                           dx:    0.06
+Iteration 16
+	model frequencies (percent)
+	model 1: 64.4| model 2: 11.0| model 3: 5.4| model 4: 8.7| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    0.48
+                                                           dm:    0.07
+                                                           dx:    0.09
 Iteration 17
 	model frequencies (percent)
-	model 1: 64.7| model 2: 11.0| model 3: 5.7| model 4: 8.2| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -4.70
-                                                           dm:    0.17
-                                                           dx:    0.13
+	model 1: 64.4| model 2: 11.0| model 3: 5.5| model 4: 8.7| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    0.05
+                                                           dm:    0.05
+                                                           dx:    0.08
 Iteration 18
 	model frequencies (percent)
-	model 1: 65.1| model 2: 11.0| model 3: 4.7| model 4: 8.7| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -2.78
-                                                           dm:    0.44
-                                                           dx:    0.09
+	model 1: 64.4| model 2: 11.0| model 3: 5.5| model 4: 8.7| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -1.78
+                                                           dm:    0.03
+                                                           dx:    0.08
 Iteration 19
 	model frequencies (percent)
-	model 1: 64.7| model 2: 11.0| model 3: 5.1| model 4: 8.8| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:  -10.71
-                                                           dm:    0.40
-                                                           dx:    0.11
+	model 1: 64.4| model 2: 11.0| model 3: 5.3| model 4: 8.8| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    2.30
+                                                           dm:    0.06
+                                                           dx:    0.19
 Iteration 20
 	model frequencies (percent)
-	model 1: 64.7| model 2: 11.0| model 3: 5.1| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    1.50
-                                                           dm:    0.06
-                                                           dx:    0.12
+	model 1: 64.4| model 2: 11.0| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -0.06
+                                                           dm:    0.00
+                                                           dx:    0.09
 Iteration 21
 	model frequencies (percent)
-	model 1: 64.6| model 2: 11.0| model 3: 5.2| model 4: 8.8| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.12
-                                                           dm:    0.10
-                                                           dx:    0.19
+	model 1: 64.4| model 2: 11.0| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    1.51
+                                                           dm:    0.03
+                                                           dx:    0.08
 Iteration 22
 	model frequencies (percent)
-	model 1: 64.5| model 2: 11.0| model 3: 5.3| model 4: 8.8| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.06
-                                                           dm:    0.08
-                                                           dx:    0.14
+	model 1: 64.4| model 2: 11.0| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -1.99
+                                                           dm:    0.01
+                                                           dx:    0.08
 Iteration 23
 	model frequencies (percent)
-	model 1: 64.5| model 2: 11.0| model 3: 5.3| model 4: 8.8| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -6.50
+	model 1: 64.4| model 2: 11.0| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    0.02
                                                            dm:    0.00
-                                                           dx:    0.07
+                                                           dx:    0.08
 Iteration 24
 	model frequencies (percent)
-	model 1: 64.6| model 2: 11.0| model 3: 5.1| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -9.61
-                                                           dm:    0.13
-                                                           dx:    0.08
+	model 1: 64.4| model 2: 11.0| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    0.01
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 25
 	model frequencies (percent)
-	model 1: 65.2| model 2: 10.9| model 3: 4.4| model 4: 9.0| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    5.06
-                                                           dm:    0.58
-                                                           dx:    0.07
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    1.97
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 26
 	model frequencies (percent)
-	model 1: 64.7| model 2: 10.9| model 3: 4.9| model 4: 9.0| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.96
-                                                           dm:    0.47
-                                                           dx:    0.16
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -1.97
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 27
 	model frequencies (percent)
-	model 1: 64.7| model 2: 10.9| model 3: 5.0| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    1.87
-                                                           dm:    0.04
-                                                           dx:    0.11
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    0.03
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 28
 	model frequencies (percent)
-	model 1: 64.7| model 2: 10.9| model 3: 5.1| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.60
-                                                           dm:    0.05
-                                                           dx:    0.10
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:  -10.42
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 29
 	model frequencies (percent)
-	model 1: 64.6| model 2: 10.9| model 3: 5.1| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.23
-                                                           dm:    0.07
-                                                           dx:    0.13
+	model 1: 64.7| model 2: 10.9| model 3: 4.9| model 4: 9.0| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   10.40
+                                                           dm:    0.27
+                                                           dx:    0.10
 Iteration 30
 	model frequencies (percent)
-	model 1: 64.6| model 2: 10.9| model 3: 5.2| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -1.44
-                                                           dm:    0.03
-                                                           dx:    0.09
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    0.06
+                                                           dm:    0.26
+                                                           dx:    0.08
 Iteration 31
 	model frequencies (percent)
-	model 1: 64.5| model 2: 10.9| model 3: 5.2| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    1.74
-                                                           dm:    0.01
-                                                           dx:    0.10
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -0.40
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 32
 	model frequencies (percent)
-	model 1: 64.5| model 2: 10.9| model 3: 5.2| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -1.45
-                                                           dm:    0.05
-                                                           dx:    0.19
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    0.04
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 33
 	model frequencies (percent)
-	model 1: 64.5| model 2: 10.9| model 3: 5.2| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    2.06
-                                                           dm:    0.04
-                                                           dx:    0.13
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    2.34
+                                                           dm:    0.01
+                                                           dx:    0.05
 Iteration 34
 	model frequencies (percent)
-	model 1: 64.5| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -2.23
-                                                           dm:    0.06
-                                                           dx:    0.22
+	model 1: 64.4| model 2: 11.0| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -1.96
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 35
 	model frequencies (percent)
-	model 1: 64.5| model 2: 10.9| model 3: 5.2| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:  -12.05
-                                                           dm:    0.01
-                                                           dx:    0.08
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    0.02
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 36
 	model frequencies (percent)
-	model 1: 64.5| model 2: 10.9| model 3: 5.1| model 4: 9.0| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   14.48
-                                                           dm:    0.06
-                                                           dx:    0.08
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -0.41
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 37
 	model frequencies (percent)
-	model 1: 64.5| model 2: 10.9| model 3: 5.2| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -8.55
-                                                           dm:    0.08
-                                                           dx:    0.10
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:    0.43
+                                                           dm:    0.00
+                                                           dx:    0.08
 Iteration 38
 	model frequencies (percent)
-	model 1: 64.6| model 2: 10.9| model 3: 5.1| model 4: 9.0| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    5.91
-                                                           dm:    0.10
-                                                           dx:    0.10
+	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
+                                                           dL:   -0.41
+                                                           dm:    0.00
+                                                           dx:    0.06
 Iteration 39
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -3.31
-                                                           dm:    0.15
-                                                           dx:    0.16
+                                                           dL:    0.44
+                                                           dm:    0.00
+                                                           dx:    0.07
 Iteration 40
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -0.16
-                                                           dm:    0.03
-                                                           dx:    0.17
+                                                           dL:    1.53
+                                                           dm:    0.00
+                                                           dx:    0.08
 Iteration 41
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.39
+                                                           dL:   -1.57
                                                            dm:    0.00
-                                                           dx:    0.10
+                                                           dx:    0.06
 Iteration 42
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -0.40
-                                                           dm:    0.01
-                                                           dx:    0.07
+                                                           dL:    0.03
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 43
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    2.04
-                                                           dm:    0.01
-                                                           dx:    0.08
+                                                           dL:    0.00
+                                                           dm:    0.00
+                                                           dx:    0.04
 Iteration 44
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -1.94
-                                                           dm:    0.01
-                                                           dx:    0.05
+                                                           dL:   -0.39
+                                                           dm:    0.00
+                                                           dx:    0.04
 Iteration 45
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.08
+                                                           dL:    0.41
                                                            dm:    0.00
-                                                           dx:    0.06
+                                                           dx:    0.05
 Iteration 46
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.04
-                                                           dm:    0.01
-                                                           dx:    0.06
+                                                           dL:   -0.39
+                                                           dm:    0.00
+                                                           dx:    0.05
 Iteration 47
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.03
+                                                           dL:   -0.00
                                                            dm:    0.00
-                                                           dx:    0.06
+                                                           dx:    0.05
 Iteration 48
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -0.38
+                                                           dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.06
+                                                           dx:    0.05
 Iteration 49
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.06
+                                                           dL:    0.01
                                                            dm:    0.00
-                                                           dx:    0.09
+                                                           dx:    0.04
 Iteration 50
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:    0.06
+                                                           dL:    0.40
                                                            dm:    0.00
-                                                           dx:    0.07
+                                                           dx:    0.03
 Iteration 51
 	model frequencies (percent)
 	model 1: 64.4| model 2: 10.9| model 3: 5.3| model 4: 8.9| model 5: 6.4| model 6: 3.3| model 7: 0.7| 
-                                                           dL:   -9.81
+                                                           dL:   -0.00
                                                            dm:    0.00
-                                                           dx:    0.05
+                                                           dx:    0.07