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name: <unnamed>
log: /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Log/Table8.log
log type: text
opened on: 8 Jul 2021, 12:32:19
.
.
. use "$AnalysisData/bills_analysis_101-111_replication.dta"
(Bill-level data set. Each observation is an individual bill.)
.
. keep if private==0
(1,546 observations deleted)
.
. bysort v2 sponsor_state_abbrev sponsor_district sponsor_term_served: egen tot_bills=count(v2)
.
. gen byte sponsor_democrat = sponsor_party==100 if sponsor_party~=.
(1,036 missing values generated)
.
. gen byte NE = sponsor_state_icpsr>=1 & sponsor_state_icpsr<=14 if sponsor_state_icpsr~=.
(1,015 missing values generated)
. gen byte MW = sponsor_state_icpsr>=21 & sponsor_state_icpsr<=37 if sponsor_state_icpsr~=.
(1,015 missing values generated)
. gen byte SO = sponsor_state_icpsr>=40 & sponsor_state_icpsr<=56 if sponsor_state_icpsr~=.
(1,015 missing values generated)
. gen byte WE = sponsor_state_icpsr>=61 & sponsor_state_icpsr<=82 if sponsor_state_icpsr~=.
(1,015 missing values generated)
.
. replace sponsor_age=. if sponsor_age>100
(0 real changes made)
. gen sponsor_rookie=(sponsor_tenure_run==1) if sponsor_tenure_run!=.
(1,015 missing values generated)
. gen byte leader = (comc==1) | (comr==1) if comc~=. & comr~=.
(1,015 missing values generated)
.
. gen lnpden=lnpop-lnarea
(1,015 missing values generated)
. gen absMV=abs(MV1_democrat)
(6,677 missing values generated)
.
. egen tag_congressmen=tag(v2 sponsor_state_abbrev sponsor_district sponsor_term_served)
. egen group_congressmen = group(v2 sponsor_state_abbrev sponsor_district sponsor_term_served)
(1,015 missing values generated)
. egen tag_sponsor = tag(v2 sponsor_state_abbrev sponsor_district sponsor_term_served)
. egen group_sponsor = group(v2 sponsor_state_abbrev sponsor_district sponsor_term_served)
(1,015 missing values generated)
.
. cap drop pct_cosponsors_opposite
. gen pct_cosponsors_opposite=100*numb_cosponsors_opposite/(numb_cosponsors+1)
(1,015 missing values generated)
. replace pct_cosponsors_opposite=. if pct_cosponsors_opposite>100
(3 real changes made, 3 to missing)
.
. foreach num of numlist 1 3 {
2. foreach var of varlist numb_cosponsors numb_cosponsors_opposite {
3. gen `var'`num'=`var' if women_friend`num'==1
4. replace `var'`num'=0 if women_friend`num'==0
5. }
6. gen pct_cosponsors_opposite`num'=100*numb_cosponsors_opposite`num'/(numb_cosponsors`num'+1)
7. replace pct_cosponsors_opposite`num'=. if pct_cosponsors_opposite`num'>100
8. }
(42,114 missing values generated)
(41,922 real changes made)
(41,922 missing values generated)
(41,922 real changes made)
(192 missing values generated)
(2 real changes made, 2 to missing)
(51,059 missing values generated)
(50,956 real changes made)
(50,974 missing values generated)
(50,956 real changes made)
(103 missing values generated)
(1 real change made, 1 to missing)
.
. compress
variable tot_bills was float now int
variable sponsor_rookie was float now byte
variable group_congressmen was float now int
variable group_sponsor was float now int
variable numb_cosponsors1 was float now int
variable numb_cosponsors_opposite1 was float now int
variable numb_cosponsors3 was float now int
variable numb_cosponsors_opposite3 was float now int
(1,059,933 bytes saved)
.
. egen tag_bill = tag(v2 HRnumber)
.
. gen int decade = 1980 if v2<=102
(50,563 missing values generated)
. replace decade=1990 if v2>=103 & v2<=107
(25,238 real changes made)
. replace decade=2000 if v2>=108
(25,325 real changes made)
.
. egen district_id = group(decade sponsor_state_abbrev sponsor_district)
(1,015 missing values generated)
.
. local controls1 = "i.v2 "
. local controls2 = "i.v2 MV1_female femaleXMV1_female "
. local controls3 = "i.v2 MV1_female femaleXMV1_female "
. local controls4 = "i.v2 "
. local controls5 = "i.v2 "
.
. local other_controls = "i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate to
> t_bills NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden"
. local billchars = "i.minor house_*"
. local indivchars = "sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate tot_bills"
. local districtchars = "NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden"
.
. local if1 = "if tag_bill==1"
. local if2 = "if sponsor_party==100 & tag_bill==1"
. local if3 = "if sponsor_party==200 & tag_bill==1"
.
. foreach depvar of varlist numb_cosponsors {
2. foreach num of numlist 1 {
3. forvalues l = 0/1 {
4. forvalues j = 1/5 {
5. forvalues k = 1/3 {
6. qui reg `depvar' sponsor_female `controls3' `other_controls' `if`k'' & mixed_gender_election==1 & women_friend`num'==`l', robust cluster(grou
> p_sponsor)
7. qui gen sample=e(sample)
8.
. di ""
9. di ""
10. di "j = ", `j', "k = ", `k'
11. di ""
12. di ""
13.
. di "rdbwselect_2014 `depvar' MV1_female `if`k'', c(0) kernel(uniform)"
14. rdbwselect_2014 `depvar' MV1_female `if`k'', c(0) kernel(uniform)
15. local band = e(h_CCT)
16.
. if `j'==1 {
17. di "reg `depvar' sponsor_female `controls`j'' `other_controls' `if`k'' & women_friend`num'==`l', robust cluster(group_sponsor)"
18. reg `depvar' sponsor_female `controls`j'' `other_controls' `if`k'' & women_friend`num'==`l', robust cluster(group_sponsor)
19. }
20. else if `j'==2 {
21. di "reg `depvar' sponsor_female `controls`j'' `if`k'' & sample==1 & abs(MV1_female)<=`band' & women_friend`num'==`l', robust cluster(group
> _sponsor)"
22. reg `depvar' sponsor_female `controls`j'' `if`k'' & sample==1 & abs(MV1_female)<=`band' & women_friend`num'==`l', robust cluster(group_spo
> nsor)
23. }
24. else if `j'==3 {
25. qui probit sponsor_female i.v2 `districtchars' `if`k'' & tag_sponsor==1 & abs(MV1_female)<=`band'
26. predict pscore if sample==1
27. gen wt = 1/pscore if sponsor_female==1
28. replace wt =1/(1-pscore) if sponsor_female==0
29. di "reg `depvar' sponsor_female `controls`j'' `billchars' [aw=wt] `if`k'' & sample==1 & women_friend`num'==`l' & abs(MV1_female)<=`band',
> robust cluster(group_sponsor)"
30. reg `depvar' sponsor_female `controls`j'' `billchars' [aw=wt] `if`k'' & sample==1 & women_friend`num'==`l' & abs(MV1_female)<=`band', robust c
> luster(group_sponsor)
31. drop pscore wt
32. }
33. else if `j'==4 {
34. qui probit sponsor_female i.v2 `districtchars' absMV `if`k'' & tag_sponsor==1
35. predict pscore
36. gen wt = 1/pscore if sponsor_female==1
37. replace wt =1/(1-pscore) if sponsor_female==0
38. di "reg `depvar' sponsor_female `controls`j'' `billchars' [aw=wt] `if`k'' & women_friend`num'==`l', robust cluster(group_sponsor)"
39. reg `depvar' sponsor_female `controls`j'' `billchars' [aw=wt] `if`k'' & women_friend`num'==`l', robust cluster(group_sponsor)
40. drop pscore wt
41. }
42. else if `j'==5 {
43. qui probit sponsor_female i.v2 `districtchars' `indivchars' absMV `if`k'' & tag_sponsor==1
44. predict pscore
45. gen wt = 1/pscore if sponsor_female==1
46. replace wt =1/(1-pscore) if sponsor_female==0
47. di "reg `depvar' sponsor_female `controls`j'' `billchars' [aw=wt] `if`k'' & women_friend`num'==`l', robust cluster(group_sponsor)"
48. reg `depvar' sponsor_female `controls`j'' `billchars' [aw=wt] `if`k'' & women_friend`num'==`l', robust cluster(group_sponsor)
49. drop pscore wt
50. }
51.
. if `j'~=2 & `j'~=3 {
52. scalar b_col`j'_row`k' = _b[sponsor_female]
53. scalar se_col`j'_row`k' = _se[sponsor_female]
54. scalar n_col`j'_row`k' = e(N)
55. sum tag_congressmen if tag_congressmen==1 & e(sample)
56. scalar ni_col`j'_row`k' = e(N_clust)
57. scalar ob_col`j'_row`k' = .
58. }
59. else if `j'==2 | `j'==3 {
60. scalar b_col`j'_row`k' = _b[sponsor_female]
61. scalar se_col`j'_row`k' = _se[sponsor_female]
62. scalar n_col`j'_row`k' = e(N)
63. sum tag_congressmen if tag_congressmen==1 & e(sample)
64. scalar ni_col`j'_row`k' = e(N_clust)
65. scalar ob_col`j'_row`k' = round(`band')
66. }
67.
. drop sample
68. } // closes j loop
69. } // closes k loop
70.
. preserve
71.
. * Display results
.
. forvalues i = 1/5 {
72. gen var`i' =.
73. }
74. gen str20 var6 = ""
75.
. forvalues j=1/5 {
76. forvalues k = 1/3 {
77. replace var`j' = b_col`j'_row`k' if _n==6*(`k'-1)+1
78. replace var`j' = se_col`j'_row`k' if _n==6*(`k'-1)+2
79. replace var`j' = n_col`j'_row`k' if _n==6*(`k'-1)+3
80. replace var`j' = ni_col`j'_row`k' if _n==6*(`k'-1)+4
81. replace var`j' = ob_col`j'_row`k' if _n==6*(`k'-1)+5
82. }
83. }
84.
. keep var1-var6
85. keep if _n<=18
86.
. order var6 var1-var5
87.
. ren var6 sampletype
88. ren var1 OLS_all
89. ren var2 RD_bwidth
90. ren var3 RD_match_bw
91. ren var4 PS_match
92. ren var5 PS_match_indiv
93.
. foreach var of varlist OLS_all RD_bwidth RD_match_bw PS_match PS_match_indiv {
94. gen str3 `var'_stars ="*" if abs(`var'/`var'[_n+1])>=1.645 & mod(_n,6)==1
95. replace `var'_stars ="**" if abs(`var'/`var'[_n+1])>=1.96 & mod(_n,6)==1
96. replace `var'_stars="***" if abs(`var'/`var'[_n+1])>=2.58 & mod(_n,6)==1
97. }
98.
. replace sampletype = "All" if _n>=1 & _n<=5
99. replace sampletype = "Democrats" if _n>=7 & _n<=11
100. replace sampletype = "Republicans" if _n>=13 & _n<=17
101.
. order sampletype OLS_all OLS_all_stars RD_bwidth RD_bwidth_stars RD_match_bw RD_match_bw_stars PS_match PS_match_stars PS_match_indiv PS_match_indiv_stars
102. export excel using "$Output/Table8_`depvar'_WF`num'`l'", firstrow(var) replace
103. restore
104. } // closes l loop
105. } // closes num loop
106. }
j = 1 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4
> borninstate tot_bills NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden if tag_bill==1 & women_friend1==0, robust cluster(group_sponsor)
Linear regression Number of obs = 40,598
F(220, 4647) = .
Prob > F = .
R-squared = 0.0997
Root MSE = 32.554
(Std. Err. adjusted for 4,648 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | .8152513 .6881233 1.18 0.236 -.533797 2.1643
|
v2 |
102 | -1.01783 1.042787 -0.98 0.329 -3.062188 1.026528
103 | -4.0477 1.208534 -3.35 0.001 -6.417 -1.6784
104 | -4.915661 1.321039 -3.72 0.000 -7.505525 -2.325798
105 | -2.075954 1.337124 -1.55 0.121 -4.697352 .5454445
106 | -.8574491 1.394899 -0.61 0.539 -3.592113 1.877214
107 | -2.190862 1.282079 -1.71 0.088 -4.704345 .3226216
108 | 3.791815 3.15474 1.20 0.229 -2.392973 9.976602
109 | 3.526241 3.057274 1.15 0.249 -2.467466 9.519949
110 | 3.86541 3.0442 1.27 0.204 -2.102667 9.833487
111 | 2.342977 3.094367 0.76 0.449 -3.72345 8.409405
|
minor |
101 | -2.123293 4.984863 -0.43 0.670 -11.89599 7.649405
103 | -3.387883 5.17056 -0.66 0.512 -13.52464 6.748869
104 | .4433638 3.602999 0.12 0.902 -6.620225 7.506953
105 | 7.635654 5.682227 1.34 0.179 -3.504207 18.77552
107 | 6.650865 3.007066 2.21 0.027 .7555898 12.54614
108 | 4.511478 5.192584 0.87 0.385 -5.668452 14.69141
110 | 4.967527 9.52249 0.52 0.602 -13.70107 23.63613
400 | 2.828303 4.039041 0.70 0.484 -5.090133 10.74674
401 | 1.342651 3.444414 0.39 0.697 -5.410036 8.095338
402 | 2.134121 3.135061 0.68 0.496 -4.012086 8.280328
403 | 6.367708 3.58864 1.77 0.076 -.6677289 13.40314
404 | 5.973122 4.485069 1.33 0.183 -2.819743 14.76599
405 | 26.46862 7.038021 3.76 0.000 12.67076 40.26648
498 | 15.15841 7.865016 1.93 0.054 -.2607562 30.57757
499 | 13.26797 8.054743 1.65 0.100 -2.523153 29.05909
700 | 3.997783 3.260786 1.23 0.220 -2.394906 10.39047
701 | 5.975694 3.460423 1.73 0.084 -.8083773 12.75977
703 | 2.10311 3.182542 0.66 0.509 -4.136182 8.342403
704 | 5.086383 3.357396 1.51 0.130 -1.495707 11.66847
705 | 7.62641 3.51141 2.17 0.030 .742381 14.51044
707 | 18.18051 4.937177 3.68 0.000 8.501301 27.85972
708 | 6.926637 4.30912 1.61 0.108 -1.521283 15.37456
709 | 13.74233 3.212143 4.28 0.000 7.44501 20.03966
710 | 5.529881 3.190638 1.73 0.083 -.7252843 11.78505
711 | 6.993821 3.601457 1.94 0.052 -.0667446 14.05439
798 | 5.437363 4.211646 1.29 0.197 -2.819461 13.69419
799 | 1.804546 4.567632 0.40 0.693 -7.150181 10.75927
800 | -1.395558 3.201667 -0.44 0.663 -7.672344 4.881228
801 | -.8121474 3.621371 -0.22 0.823 -7.911753 6.287459
802 | -.9901571 3.175401 -0.31 0.755 -7.215449 5.235135
803 | 3.072687 3.075345 1.00 0.318 -2.956449 9.101824
805 | .1440657 3.328521 0.04 0.965 -6.381415 6.669546
806 | 4.002623 3.188266 1.26 0.209 -2.247891 10.25314
807 | 2.725489 3.318914 0.82 0.412 -3.781158 9.232136
898 | 3.6051 4.442144 0.81 0.417 -5.10361 12.31381
899 | -.4409919 4.28121 -0.10 0.918 -8.834195 7.952211
1000 | 1.406106 4.049646 0.35 0.728 -6.533122 9.345334
1001 | -.0034957 3.22745 -0.00 0.999 -6.33083 6.323839
1002 | 3.8125 3.367537 1.13 0.258 -2.78947 10.41447
1003 | 4.636071 3.178607 1.46 0.145 -1.595507 10.86765
1005 | 8.829516 4.361698 2.02 0.043 .2785175 17.38051
1006 | 7.457055 3.626111 2.06 0.040 .3481555 14.56595
1007 | 1.580764 3.180463 0.50 0.619 -4.654453 7.81598
1010 | .8288315 3.811046 0.22 0.828 -6.642627 8.30029
1098 | -6.512074 3.473049 -1.88 0.061 -13.3209 .2967497
1099 | 2.855958 5.03454 0.57 0.571 -7.01413 12.72605
1400 | 4.46055 3.652277 1.22 0.222 -2.699647 11.62075
1401 | 7.900276 3.754304 2.10 0.035 .5400587 15.26049
1403 | 6.578289 4.498775 1.46 0.144 -2.241445 15.39802
1404 | 2.631089 5.293742 0.50 0.619 -7.747158 13.00934
1405 | .1262021 3.24827 0.04 0.969 -6.241949 6.494353
1406 | 7.916529 4.00955 1.97 0.048 .055908 15.77715
1407 | 3.41003 3.662075 0.93 0.352 -3.769376 10.58944
1408 | 2.4142 4.343355 0.56 0.578 -6.100838 10.92924
1409 | 14.93827 4.843837 3.08 0.002 5.442054 24.43449
1410 | 5.015358 3.683951 1.36 0.173 -2.206934 12.23765
1499 | -1.010368 3.885762 -0.26 0.795 -8.628305 6.60757
1500 | 5.309253 5.189548 1.02 0.306 -4.864725 15.48323
1501 | 4.271358 3.236999 1.32 0.187 -2.074697 10.61741
1502 | 3.299106 3.331697 0.99 0.322 -3.232601 9.830813
1504 | 9.510467 3.899711 2.44 0.015 1.865182 17.15575
1505 | 3.684986 3.343807 1.10 0.271 -2.870463 10.24043
1507 | 2.309994 3.814878 0.61 0.545 -5.168976 9.788965
1520 | 3.586717 3.675912 0.98 0.329 -3.619815 10.79325
1521 | 3.750663 3.024554 1.24 0.215 -2.178897 9.680224
1522 | 1.285552 3.437064 0.37 0.708 -5.452725 8.023829
1523 | 2.296961 3.012248 0.76 0.446 -3.608475 8.202398
1524 | 23.64011 11.55485 2.05 0.041 .9871181 46.29311
1525 | 8.308165 3.294263 2.52 0.012 1.849845 14.76648
1526 | 4.975797 3.857231 1.29 0.197 -2.586206 12.5378
1599 | 12.59964 5.133975 2.45 0.014 2.534617 22.66467
1600 | -4.663367 3.367086 -1.38 0.166 -11.26445 1.93772
1602 | 13.41716 7.289211 1.84 0.066 -.8731556 27.70747
1603 | -7.029761 5.465803 -1.29 0.198 -17.74533 3.685808
1604 | -1.085494 4.398798 -0.25 0.805 -9.709226 7.538238
1605 | 6.433729 4.331384 1.49 0.138 -2.057839 14.9253
1606 | 4.003509 4.847802 0.83 0.409 -5.500483 13.5075
1608 | 12.21318 3.348986 3.65 0.000 5.647575 18.77878
1609 | 11.77544 3.619418 3.25 0.001 4.67966 18.87122
1610 | 4.399922 4.674947 0.94 0.347 -4.765193 13.56504
1611 | -3.901849 3.375248 -1.16 0.248 -10.51894 2.715238
1612 | 5.991945 3.650769 1.64 0.101 -1.165294 13.14918
1614 | -.589865 3.808924 -0.15 0.877 -8.057164 6.877434
1615 | 1.252396 3.377398 0.37 0.711 -5.368907 7.873698
1616 | -4.85743 3.104366 -1.56 0.118 -10.94346 1.2286
1617 | -1.800576 3.746488 -0.48 0.631 -9.145471 5.54432
1619 | 4.78694 4.430754 1.08 0.280 -3.899441 13.47332
1620 | -1.639651 4.174073 -0.39 0.694 -9.822815 6.543513
1698 | -7.372067 3.407437 -2.16 0.031 -14.05226 -.6918728
1699 | 20.64533 5.311431 3.89 0.000 10.2324 31.05825
1700 | 6.121425 4.746176 1.29 0.197 -3.183333 15.42618
1701 | -.2934369 3.339019 -0.09 0.930 -6.839499 6.252625
1704 | .7146629 3.709813 0.19 0.847 -6.558332 7.987657
1705 | -.5706446 4.906894 -0.12 0.907 -10.19049 9.049197
1706 | 6.048131 3.542372 1.71 0.088 -.8966004 12.99286
1707 | 10.38078 3.625098 2.86 0.004 3.273865 17.48769
1708 | 1.921845 3.428133 0.56 0.575 -4.798924 8.642613
1709 | 9.359646 3.886785 2.41 0.016 1.739702 16.97959
1798 | 10.89243 4.808815 2.27 0.024 1.464867 20.31998
1799 | 3.345935 5.907951 0.57 0.571 -8.236452 14.92832
1800 | -.9347792 3.507537 -0.27 0.790 -7.811217 5.941658
1802 | 1.730118 3.221 0.54 0.591 -4.584571 8.044807
1803 | 2.395366 3.681668 0.65 0.515 -4.822451 9.613182
1804 | -1.334382 3.412676 -0.39 0.696 -8.024847 5.356084
1806 | .8601286 3.556347 0.24 0.809 -6.111999 7.832256
1807 | -9.013626 2.913237 -3.09 0.002 -14.72495 -3.3023
1808 | 10.70595 8.242849 1.30 0.194 -5.453941 26.86585
1899 | 21.05479 13.95483 1.51 0.131 -6.303299 48.41287
1900 | -.9448174 3.631458 -0.26 0.795 -8.064198 6.174564
1901 | 8.896281 3.576724 2.49 0.013 1.884205 15.90836
1902 | 9.364016 4.461654 2.10 0.036 .6170564 18.11098
1905 | 23.52132 6.127937 3.84 0.000 11.50766 35.53499
1906 | 4.460744 3.616053 1.23 0.217 -2.628435 11.54992
1907 | 2.38968 4.386797 0.54 0.586 -6.210524 10.98988
1908 | .8861027 5.37709 0.16 0.869 -9.655546 11.42775
1909 | -.4372285 4.416467 -0.10 0.921 -9.0956 8.221143
1910 | 5.228855 5.16186 1.01 0.311 -4.890841 15.34855
1911 | 12.5699 6.984338 1.80 0.072 -1.122718 26.26252
1912 | -.3931048 12.75522 -0.03 0.975 -25.39938 24.61317
1914 | 9.340942 4.245207 2.20 0.028 1.018322 17.66356
1915 | -7.420283 3.448885 -2.15 0.031 -14.18173 -.6588325
1919 | .6527662 4.012857 0.16 0.871 -7.214337 8.51987
1920 | 19.66928 5.636517 3.49 0.000 8.619027 30.71953
1925 | 15.91357 4.159276 3.83 0.000 7.759416 24.06772
1926 | 9.932287 3.992811 2.49 0.013 2.104482 17.76009
1927 | 2.373608 3.570829 0.66 0.506 -4.626911 9.374127
1929 | 5.265383 4.141304 1.27 0.204 -2.853539 13.3843
1999 | 1.232335 8.237273 0.15 0.881 -14.91663 17.3813
2000 | -2.013774 3.40012 -0.59 0.554 -8.679622 4.652075
2001 | 4.116493 3.582405 1.15 0.251 -2.90672 11.13971
2002 | 4.469575 3.303804 1.35 0.176 -2.007448 10.9466
2003 | 19.67539 4.916012 4.00 0.000 10.03767 29.3131
2004 | 7.36466 3.282517 2.24 0.025 .9293689 13.79995
2005 | 1.338792 5.107221 0.26 0.793 -8.673786 11.35137
2006 | 79.33742 6.374735 12.45 0.000 66.83991 91.83492
2007 | 2.95736 3.682052 0.80 0.422 -4.26121 10.17593
2008 | 5.092679 2.996534 1.70 0.089 -.7819493 10.96731
2009 | 5.986265 5.657677 1.06 0.290 -5.105466 17.078
2010 | -12.6857 3.219973 -3.94 0.000 -18.99837 -6.37302
2011 | 1.531347 3.134424 0.49 0.625 -4.613611 7.676306
2012 | 1.774972 3.281586 0.54 0.589 -4.658494 8.208439
2013 | 2.616955 3.608112 0.73 0.468 -4.456657 9.690566
2014 | 2.041106 4.210132 0.48 0.628 -6.21275 10.29496
2015 | 1.361606 3.815079 0.36 0.721 -6.117759 8.840972
2030 | 21.12777 6.94325 3.04 0.002 7.515701 34.73983
2099 | 16.38636 6.522189 2.51 0.012 3.599774 29.17295
2100 | -.782656 3.664135 -0.21 0.831 -7.966099 6.400787
2101 | 4.496022 3.025193 1.49 0.137 -1.434791 10.42684
2102 | .844135 3.069327 0.28 0.783 -5.173204 6.861474
2103 | 2.26518 2.989118 0.76 0.449 -3.59491 8.12527
2104 | -2.183611 2.949334 -0.74 0.459 -7.965705 3.598482
2105 | 11.13965 6.294757 1.77 0.077 -1.201061 23.48036
2199 | -3.534025 3.596285 -0.98 0.326 -10.58445 3.5164
9999 | 29.89223 9.338629 3.20 0.001 11.58409 48.20038
|
house_administration | 2.968334 1.754337 1.69 0.091 -.471 6.407668
house_agriculture | 2.933282 .9330065 3.14 0.002 1.104147 4.762418
house_appropriations | 2.653395 4.261414 0.62 0.534 -5.700998 11.00779
house_armedservices | 4.073347 1.294002 3.15 0.002 1.536488 6.610206
house_budget | 5.955608 2.824135 2.11 0.035 .418963 11.49225
house_dc | -4.584937 3.29236 -1.39 0.164 -11.03953 1.869651
house_educlabor | 3.483051 1.251632 2.78 0.005 1.029259 5.936843
house_energycommerce | 3.246725 .7145787 4.54 0.000 1.845812 4.647639
house_foreignaffairs | 4.280304 1.300837 3.29 0.001 1.730047 6.830562
house_governmentop | 5.443046 2.168349 2.51 0.012 1.192053 9.694039
house_intelligence | 8.531714 5.994544 1.42 0.155 -3.220438 20.28386
house_interior | -1.907136 1.101762 -1.73 0.084 -4.067113 .2528405
house_judiciary | 3.062365 .7887332 3.88 0.000 1.516074 4.608656
house_mmf | .1832994 1.272657 0.14 0.885 -2.311713 2.678312
house_pocs | 4.203365 1.931857 2.18 0.030 .4160092 7.99072
house_pwt | .7209389 1.037323 0.69 0.487 -1.312706 2.754584
house_rules | 4.478925 1.569624 2.85 0.004 1.401718 7.556132
house_sst | 5.095337 2.049625 2.49 0.013 1.077099 9.113574
house_smallbusi | -3.08211 1.190114 -2.59 0.010 -5.415299 -.7489209
house_soc | -2.288765 7.561111 -0.30 0.762 -17.11213 12.5346
house_veterans | 2.911247 2.00464 1.45 0.146 -1.018799 6.841293
house_waysandmeans | 4.402961 .6736103 6.54 0.000 3.082366 5.723557
house_naturalresources | -.9102687 .9420583 -0.97 0.334 -2.75715 .9366126
house_bfs | 2.299192 .949812 2.42 0.016 .4371097 4.161274
house_eeo | .4380422 4.062232 0.11 0.914 -7.525861 8.401945
house_govreform | 3.89151 1.097768 3.54 0.000 1.739364 6.043655
house_ir | 4.86628 1.381469 3.52 0.000 2.157946 7.574615
house_natsecur | 5.926205 2.415563 2.45 0.014 1.190554 10.66186
house_oversight | 1.698836 1.349881 1.26 0.208 -.9475713 4.345243
house_resources | -1.490461 .8404454 -1.77 0.076 -3.138133 .1572104
house_science | -1.644902 1.142551 -1.44 0.150 -3.884844 .59504
house_transp | .7274284 .7134912 1.02 0.308 -.671353 2.12621
house_homeland | .349779 1.41697 0.25 0.805 -2.428155 3.127713
sponsor_democrat | .7689766 .4660308 1.65 0.099 -.1446649 1.682618
sponsor_rookie | -3.354942 .596554 -5.62 0.000 -4.524471 -2.185413
sponsor_tenure_run | .0078271 .0993965 0.08 0.937 -.1870372 .2026914
sponsor_age | -.00386 .0273888 -0.14 0.888 -.057555 .049835
leader | .5086519 .6401866 0.79 0.427 -.7464176 1.763721
ivycoll | -1.255846 .6455736 -1.95 0.052 -2.521477 .0097843
black | .6963057 1.214089 0.57 0.566 -1.683886 3.076497
occ0 | 2.761715 .6963384 3.97 0.000 1.396562 4.126869
occ1 | 1.587371 .7829826 2.03 0.043 .0523537 3.122389
occ2 | .5272101 .5982129 0.88 0.378 -.6455711 1.699991
occ3 | -1.303719 .8232685 -1.58 0.113 -2.917716 .310278
occ4 | .6527534 .6532867 1.00 0.318 -.6279986 1.933505
borninstate | 1.184668 .4301577 2.75 0.006 .3413547 2.027981
tot_bills | -.1058548 .0314086 -3.37 0.001 -.1674306 -.044279
NE | -2.092788 .6691032 -3.13 0.002 -3.404548 -.7810287
MW | -1.417572 .6524909 -2.17 0.030 -2.696764 -.1383801
WE | -.0691847 .6915869 -0.10 0.920 -1.425023 1.286654
pct_black | -1.289486 2.472411 -0.52 0.602 -6.136584 3.557612
pct_urban | .2097287 1.381406 0.15 0.879 -2.498482 2.91794
pct_for_born | -2.223217 3.520959 -0.63 0.528 -9.125968 4.679535
pct_age_over65 | 19.69068 6.184261 3.18 0.001 7.566592 31.81477
lninc | 5.091593 1.329384 3.83 0.000 2.485369 7.697817
lnpden | .291967 .1902659 1.53 0.125 -.0810444 .6649785
_cons | -46.57711 13.49684 -3.45 0.001 -73.03732 -20.1169
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 3,246 1 0 1 1
j = 1 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4
> borninstate tot_bills NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden if sponsor_party==100 & tag_bill==1 & women_friend1==0, robust cluster
> (group_sponsor)
note: sponsor_democrat omitted because of collinearity
Linear regression Number of obs = 21,126
F(219, 2433) = .
Prob > F = .
R-squared = 0.1095
Root MSE = 32.777
(Std. Err. adjusted for 2,434 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | .5159976 .8540083 0.60 0.546 -1.158661 2.190656
|
v2 |
102 | -1.277528 1.135741 -1.12 0.261 -3.504648 .9495923
103 | -5.342517 1.60591 -3.33 0.001 -8.491609 -2.193425
104 | -10.85024 1.704048 -6.37 0.000 -14.19177 -7.508703
105 | -5.472804 1.807461 -3.03 0.002 -9.017127 -1.928482
106 | -3.46425 1.895107 -1.83 0.068 -7.18044 .2519406
107 | -5.491463 1.759271 -3.12 0.002 -8.941286 -2.041639
108 | -4.721133 4.778011 -0.99 0.323 -14.09052 4.648257
109 | -6.379307 4.631681 -1.38 0.169 -15.46175 2.703139
110 | -2.09138 4.661358 -0.45 0.654 -11.23202 7.049261
111 | -4.02237 4.687291 -0.86 0.391 -13.21386 5.169125
|
minor |
101 | -4.637705 5.450219 -0.85 0.395 -15.32525 6.049844
103 | -10.89847 5.764884 -1.89 0.059 -22.20305 .406123
104 | -3.787325 5.416114 -0.70 0.484 -14.408 6.833346
105 | -.3142865 5.29232 -0.06 0.953 -10.69221 10.06363
107 | .5020268 4.89466 0.10 0.918 -9.096106 10.10016
108 | 6.898073 7.499319 0.92 0.358 -7.807638 21.60378
110 | -5.004166 8.124336 -0.62 0.538 -20.9355 10.92717
400 | 4.062865 6.16881 0.66 0.510 -8.033799 16.15953
401 | .3494039 5.601374 0.06 0.950 -10.63455 11.33336
402 | -.5473122 4.963887 -0.11 0.912 -10.28119 9.18657
403 | 1.955129 5.072211 0.39 0.700 -7.991171 11.90143
404 | -.2833503 5.505085 -0.05 0.959 -11.07849 10.51179
405 | 33.22888 9.830112 3.38 0.001 13.95262 52.50513
498 | 21.99525 13.1737 1.67 0.095 -3.837569 47.82808
499 | 3.00684 9.38899 0.32 0.749 -15.4044 21.41808
700 | 5.737194 5.160627 1.11 0.266 -4.382483 15.85687
701 | 6.95501 5.480483 1.27 0.205 -3.791885 17.7019
703 | 1.647682 5.04806 0.33 0.744 -8.251259 11.54662
704 | 5.501778 5.283639 1.04 0.298 -4.859119 15.86267
705 | 10.03332 5.73275 1.75 0.080 -1.208256 21.2749
707 | 18.40735 6.629599 2.78 0.006 5.407112 31.4076
708 | 3.873417 5.477073 0.71 0.480 -6.866792 14.61363
709 | 18.26436 5.171703 3.53 0.000 8.122958 28.40575
710 | 7.129323 5.212583 1.37 0.172 -3.092238 17.35088
711 | 12.06821 6.473022 1.86 0.062 -.6249967 24.76141
798 | 2.988658 5.772721 0.52 0.605 -8.331299 14.30862
799 | -.4644849 7.701561 -0.06 0.952 -15.56678 14.63781
800 | -.3811463 5.1592 -0.07 0.941 -10.49803 9.735733
801 | .4174527 5.56179 0.08 0.940 -10.48888 11.32379
802 | -.5016241 5.143155 -0.10 0.922 -10.58704 9.583791
803 | -.4763689 4.876244 -0.10 0.922 -10.03839 9.08565
805 | .3461294 5.321595 0.07 0.948 -10.0892 10.78145
806 | 1.397333 4.956356 0.28 0.778 -8.321781 11.11645
807 | 1.876145 5.183851 0.36 0.717 -8.289072 12.04136
898 | 10.43669 7.279779 1.43 0.152 -3.83852 24.71189
899 | -.0585483 7.760335 -0.01 0.994 -15.2761 15.159
1000 | .0357725 5.39761 0.01 0.995 -10.54861 10.62016
1001 | -1.243657 5.080122 -0.24 0.807 -11.20547 8.718156
1002 | 1.81905 5.176021 0.35 0.725 -8.330813 11.96891
1003 | 3.682412 5.056618 0.73 0.467 -6.233311 13.59814
1005 | 8.486022 6.647092 1.28 0.202 -4.548524 21.52057
1006 | 4.536344 5.552858 0.82 0.414 -6.352474 15.42516
1007 | 2.418905 5.136311 0.47 0.638 -7.65309 12.4909
1010 | .7449439 5.578975 0.13 0.894 -10.19509 11.68498
1098 | -6.060832 5.554311 -1.09 0.275 -16.9525 4.830836
1099 | 1.849217 8.039384 0.23 0.818 -13.91553 17.61396
1400 | 2.437665 5.360727 0.45 0.649 -8.074396 12.94973
1401 | 4.052581 5.160509 0.79 0.432 -6.066866 14.17203
1403 | 7.020483 6.164449 1.14 0.255 -5.067629 19.10859
1404 | 6.20798 9.204591 0.67 0.500 -11.84167 24.25763
1405 | .3942766 5.164959 0.08 0.939 -9.733896 10.52245
1406 | 5.079736 5.530189 0.92 0.358 -5.764629 15.9241
1407 | 3.564908 5.641079 0.63 0.527 -7.496908 14.62672
1408 | -2.773952 5.364529 -0.52 0.605 -13.29347 7.745566
1409 | 17.47338 7.303455 2.39 0.017 3.151746 31.79501
1410 | .2604485 5.1716 0.05 0.960 -9.880746 10.40164
1499 | -4.275001 5.57223 -0.77 0.443 -15.20181 6.651805
1500 | 2.906898 7.752784 0.37 0.708 -12.29584 18.10964
1501 | .7807624 4.958656 0.16 0.875 -8.942862 10.50439
1502 | 3.220785 5.2005 0.62 0.536 -6.977081 13.41865
1504 | 7.690872 5.60927 1.37 0.170 -3.308567 18.69031
1505 | -.9984478 5.103178 -0.20 0.845 -11.00547 9.008576
1507 | -3.85743 5.499796 -0.70 0.483 -14.6422 6.927337
1520 | -.2380623 5.210889 -0.05 0.964 -10.4563 9.980176
1521 | 1.350276 4.842827 0.28 0.780 -8.146215 10.84677
1522 | -2.237487 5.080301 -0.44 0.660 -12.19965 7.724674
1523 | 2.029042 4.848524 0.42 0.676 -7.47862 11.5367
1524 | 17.73125 13.90316 1.28 0.202 -9.532013 44.99451
1525 | 7.624941 5.039602 1.51 0.130 -2.257414 17.5073
1526 | -1.588911 5.263734 -0.30 0.763 -11.91077 8.732953
1599 | 8.649752 6.818369 1.27 0.205 -4.720658 22.02016
1600 | -2.753113 5.066843 -0.54 0.587 -12.68888 7.182659
1602 | 12.39638 9.600477 1.29 0.197 -6.429572 31.22234
1603 | -12.86327 9.350056 -1.38 0.169 -31.19816 5.471629
1604 | -7.954288 5.037156 -1.58 0.114 -17.83185 1.923269
1605 | 6.222792 6.025967 1.03 0.302 -5.593765 18.03935
1606 | 5.825482 7.006982 0.83 0.406 -7.914786 19.56575
1608 | 5.728729 4.974674 1.15 0.250 -4.026306 15.48376
1609 | 8.987639 5.668933 1.59 0.113 -2.128795 20.10407
1610 | 2.048776 6.072402 0.34 0.736 -9.858838 13.95639
1611 | -6.088244 4.962795 -1.23 0.220 -15.81998 3.643496
1612 | 4.538564 5.41312 0.84 0.402 -6.076238 15.15337
1614 | .6324289 5.678352 0.11 0.911 -10.50248 11.76733
1615 | 2.277227 5.347598 0.43 0.670 -8.209088 12.76354
1616 | -5.251578 5.028454 -1.04 0.296 -15.11207 4.608916
1617 | -5.759852 5.295588 -1.09 0.277 -16.14418 4.624475
1619 | .9567847 6.216969 0.15 0.878 -11.23432 13.14789
1620 | .3065872 6.39365 0.05 0.962 -12.23097 12.84415
1698 | -6.729526 5.400851 -1.25 0.213 -17.32027 3.861216
1699 | 28.38838 7.923973 3.58 0.000 12.84995 43.92681
1700 | 6.068993 6.342909 0.96 0.339 -6.369069 18.50705
1701 | -.2939395 5.32425 -0.06 0.956 -10.73447 10.14659
1704 | -.233272 7.121004 -0.03 0.974 -14.19713 13.73059
1705 | 2.699728 7.625694 0.35 0.723 -12.2538 17.65325
1706 | 1.761446 5.251473 0.34 0.737 -8.536374 12.05927
1707 | 4.964477 5.189051 0.96 0.339 -5.210938 15.13989
1708 | 4.628157 5.801621 0.80 0.425 -6.74847 16.00478
1709 | .6621736 5.313283 0.12 0.901 -9.756854 11.0812
1798 | 12.10339 7.653987 1.58 0.114 -2.905616 27.11239
1799 | 7.168495 9.214064 0.78 0.437 -10.89973 25.23672
1800 | -.5089227 5.622972 -0.09 0.928 -11.53523 10.51738
1802 | 1.573824 5.267768 0.30 0.765 -8.755951 11.9036
1803 | 2.217928 5.42683 0.41 0.683 -8.423756 12.85961
1804 | -2.578558 5.365695 -0.48 0.631 -13.10036 7.943244
1806 | 1.751326 5.762081 0.30 0.761 -9.547766 13.05042
1807 | -9.605499 4.804652 -2.00 0.046 -19.02713 -.1838681
1808 | 14.6251 13.47469 1.09 0.278 -11.79796 41.04815
1899 | 31.80655 22.19586 1.43 0.152 -11.71818 75.33129
1900 | 1.892978 5.50853 0.34 0.731 -8.908915 12.69487
1901 | 14.91505 5.697851 2.62 0.009 3.741909 26.08819
1902 | 7.199799 6.314714 1.14 0.254 -5.182973 19.58257
1905 | 26.22761 8.006994 3.28 0.001 10.52638 41.92885
1906 | 5.412028 5.646626 0.96 0.338 -5.660665 16.48472
1907 | 7.051964 8.428835 0.84 0.403 -9.476473 23.5804
1908 | 1.878963 7.349919 0.26 0.798 -12.53378 16.29171
1909 | -1.194746 7.00332 -0.17 0.865 -14.92783 12.53834
1910 | -4.098304 6.154512 -0.67 0.506 -16.16693 7.970323
1911 | 18.08806 9.755022 1.85 0.064 -1.040948 37.21707
1912 | -.1281713 16.65886 -0.01 0.994 -32.79518 32.53884
1914 | 11.26446 6.356779 1.77 0.077 -1.200795 23.72972
1915 | -3.334245 5.341222 -0.62 0.533 -13.80806 7.139569
1919 | 4.759874 8.593386 0.55 0.580 -12.09124 21.61098
1920 | 14.44191 7.481698 1.93 0.054 -.2292473 29.11307
1925 | 16.46033 6.324367 2.60 0.009 4.058629 28.86203
1926 | 16.86531 7.500221 2.25 0.025 2.157832 31.57279
1927 | 1.692342 5.79379 0.29 0.770 -9.66893 13.05361
1929 | .8764421 6.057138 0.14 0.885 -11.00124 12.75412
1999 | 6.583284 14.49928 0.45 0.650 -21.84893 35.0155
2000 | -.6210966 5.127435 -0.12 0.904 -10.67569 9.433493
2001 | 2.970364 5.886708 0.50 0.614 -8.573113 14.51384
2002 | .8352977 5.371429 0.16 0.876 -9.69775 11.36835
2003 | 23.34272 7.608695 3.07 0.002 8.422529 38.26291
2004 | 10.03562 5.299516 1.89 0.058 -.3564113 20.42765
2005 | -4.782645 5.676344 -0.84 0.400 -15.91361 6.348322
2006 | 78.39118 9.189389 8.53 0.000 60.37134 96.41101
2007 | -1.369929 5.451141 -0.25 0.802 -12.05929 9.319429
2008 | 3.338663 4.829727 0.69 0.489 -6.13214 12.80946
2009 | 8.888455 9.755046 0.91 0.362 -10.2406 28.01751
2010 | -15.3759 5.079506 -3.03 0.002 -25.33651 -5.4153
2011 | -2.261549 5.196367 -0.44 0.663 -12.45131 7.928213
2012 | 1.663197 5.365217 0.31 0.757 -8.857669 12.18406
2013 | 4.605602 5.379182 0.86 0.392 -5.942648 15.15385
2014 | 6.032736 7.735906 0.78 0.436 -9.136908 21.20238
2015 | 2.21783 5.632848 0.39 0.694 -8.827844 13.2635
2030 | 21.35731 8.732925 2.45 0.015 4.232575 38.48205
2099 | 20.32245 9.489009 2.14 0.032 1.715072 38.92982
2100 | -.3199364 5.672222 -0.06 0.955 -11.44282 10.80295
2101 | 3.904665 4.92048 0.79 0.428 -5.744099 13.55343
2102 | 2.339791 5.124639 0.46 0.648 -7.709315 12.3889
2103 | 5.480146 4.934683 1.11 0.267 -4.196468 15.15676
2104 | -2.017565 4.854881 -0.42 0.678 -11.53769 7.502562
2105 | 12.41021 10.06708 1.23 0.218 -7.330728 32.15115
2199 | -7.608864 4.925439 -1.54 0.123 -17.26735 2.049624
9999 | 28.32248 12.37704 2.29 0.022 4.051855 52.5931
|
house_administration | 5.01194 2.872963 1.74 0.081 -.6217665 10.64565
house_agriculture | 1.944179 1.206411 1.61 0.107 -.4215205 4.309879
house_appropriations | -7.258443 1.74522 -4.16 0.000 -10.68071 -3.836172
house_armedservices | 3.577666 1.669651 2.14 0.032 .3035814 6.85175
house_budget | 2.190257 2.615544 0.84 0.402 -2.938667 7.319181
house_dc | -12.14226 6.203873 -1.96 0.050 -24.30768 .0231645
house_educlabor | 5.62499 1.61423 3.48 0.001 2.459582 8.790397
house_energycommerce | 2.812301 .916319 3.07 0.002 1.015455 4.609147
house_foreignaffairs | 3.758849 1.759449 2.14 0.033 .3086772 7.209021
house_governmentop | 5.401879 2.485616 2.17 0.030 .5277376 10.27602
house_intelligence | 9.946934 9.481135 1.05 0.294 -8.644998 28.53887
house_interior | -3.654713 1.492986 -2.45 0.014 -6.582368 -.7270581
house_judiciary | 2.89396 1.103173 2.62 0.009 .7307055 5.057215
house_mmf | -1.278264 1.709544 -0.75 0.455 -4.630576 2.074048
house_pocs | 2.40043 2.544966 0.94 0.346 -2.590094 7.390953
house_pwt | -.5023611 1.318696 -0.38 0.703 -3.088243 2.083521
house_rules | 5.02777 2.202331 2.28 0.023 .7091321 9.346407
house_sst | 5.098989 2.191905 2.33 0.020 .800795 9.397183
house_smallbusi | -2.493681 1.475621 -1.69 0.091 -5.387284 .3999214
house_soc | 2.036762 11.11514 0.18 0.855 -19.75935 23.83288
house_veterans | 3.583772 2.811551 1.27 0.203 -1.92951 9.097054
house_waysandmeans | 4.20778 .9135992 4.61 0.000 2.416268 5.999293
house_naturalresources | -3.210029 1.33549 -2.40 0.016 -5.828845 -.5912135
house_bfs | 2.335534 1.25268 1.86 0.062 -.120895 4.791963
house_eeo | 3.983934 3.013178 1.32 0.186 -1.924725 9.892594
house_govreform | 7.610244 1.738004 4.38 0.000 4.202123 11.01837
house_ir | 1.993893 1.790441 1.11 0.266 -1.517054 5.504839
house_natsecur | 6.779521 2.947719 2.30 0.022 .9992213 12.55982
house_oversight | -2.407346 2.022434 -1.19 0.234 -6.373216 1.558524
house_resources | -.0175567 1.401387 -0.01 0.990 -2.765591 2.730478
house_science | -3.289867 1.378451 -2.39 0.017 -5.992926 -.5868082
house_transp | -.5181368 .9680428 -0.54 0.593 -2.41641 1.380137
house_homeland | -.5276699 1.720443 -0.31 0.759 -3.901355 2.846015
sponsor_democrat | 0 (omitted)
sponsor_rookie | -3.936711 .975938 -4.03 0.000 -5.850467 -2.022956
sponsor_tenure_run | .146533 .102827 1.43 0.154 -.0551046 .3481705
sponsor_age | -.0377844 .0338893 -1.11 0.265 -.1042393 .0286705
leader | 1.810967 .9854146 1.84 0.066 -.1213713 3.743306
ivycoll | -2.238336 .7317597 -3.06 0.002 -3.673273 -.8033995
black | -1.610839 1.421054 -1.13 0.257 -4.397439 1.175762
occ0 | 1.816277 .9550345 1.90 0.057 -.0564882 3.689042
occ1 | 1.641853 1.019021 1.61 0.107 -.3563851 3.640091
occ2 | -.9458423 .7921408 -1.19 0.233 -2.499182 .6074979
occ3 | -2.520523 1.133783 -2.22 0.026 -4.743802 -.2972427
occ4 | -2.614812 1.086662 -2.41 0.016 -4.74569 -.483934
borninstate | 1.578824 .5673597 2.78 0.005 .4662661 2.691382
tot_bills | -.1788202 .0183283 -9.76 0.000 -.2147609 -.1428796
NE | -.8706602 .936799 -0.93 0.353 -2.707666 .9663459
MW | -.4972384 .8820549 -0.56 0.573 -2.226895 1.232418
WE | 1.511449 .9508453 1.59 0.112 -.3531013 3.375999
pct_black | 5.65026 3.246597 1.74 0.082 -.7161198 12.01664
pct_urban | 3.136002 1.934588 1.62 0.105 -.6576071 6.929612
pct_for_born | -1.958833 4.156523 -0.47 0.637 -10.10952 6.191857
pct_age_over65 | 22.41038 9.384982 2.39 0.017 4.006996 40.81376
lninc | 6.62465 1.657396 4.00 0.000 3.374597 9.874702
lnpden | -.1418069 .2952993 -0.48 0.631 -.7208709 .4372572
_cons | -56.58613 16.75125 -3.38 0.001 -89.43432 -23.73793
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,665 1 0 1 1
j = 1 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4
> borninstate tot_bills NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden if sponsor_party==200 & tag_bill==1 & women_friend1==0, robust cluster
> (group_sponsor)
note: sponsor_democrat omitted because of collinearity
Linear regression Number of obs = 19,379
F(219, 2203) = 12.40
Prob > F = 0.0000
R-squared = 0.1160
Root MSE = 31.95
(Std. Err. adjusted for 2,204 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 2.552033 1.079216 2.36 0.018 .4356453 4.668421
|
v2 |
102 | -.9894862 1.585655 -0.62 0.533 -4.099022 2.120049
103 | -2.241956 2.018909 -1.11 0.267 -6.20112 1.717208
104 | -.7098079 2.101353 -0.34 0.736 -4.830648 3.411033
105 | .339261 2.110265 0.16 0.872 -3.799056 4.477578
106 | .9251452 2.153331 0.43 0.668 -3.297626 5.147916
107 | .0939553 2.019669 0.05 0.963 -3.8667 4.054611
108 | 4.17903 4.197203 1.00 0.320 -4.05186 12.40992
109 | 5.057949 4.08319 1.24 0.216 -2.949356 13.06525
110 | 2.303656 4.060096 0.57 0.571 -5.65836 10.26567
111 | 1.064385 4.161921 0.26 0.798 -7.097315 9.226085
|
minor |
101 | -4.866425 4.42363 -1.10 0.271 -13.54135 3.808496
103 | 6.872659 10.25445 0.67 0.503 -13.23674 26.98206
104 | 2.685424 4.679284 0.57 0.566 -6.490845 11.86169
105 | 9.50951 6.053564 1.57 0.116 -2.36178 21.3808
107 | 10.75936 3.604828 2.98 0.003 3.690139 17.82857
108 | -.0687468 4.754191 -0.01 0.988 -9.391913 9.254419
110 | 10.28115 16.31307 0.63 0.529 -21.70946 42.27176
400 | 1.089691 5.164941 0.21 0.833 -9.038973 11.21835
401 | 1.833375 4.095813 0.45 0.654 -6.198684 9.865434
402 | 4.365624 3.92391 1.11 0.266 -3.329326 12.06057
403 | 18.86815 7.804991 2.42 0.016 3.562242 34.17406
404 | 12.26896 7.320071 1.68 0.094 -2.086 26.62392
405 | 17.79947 9.611801 1.85 0.064 -1.049673 36.64861
498 | 7.728634 7.920997 0.98 0.329 -7.804769 23.26204
499 | 20.37842 11.93054 1.71 0.088 -3.017855 43.7747
700 | 1.322096 4.035896 0.33 0.743 -6.592464 9.236655
701 | 3.794739 4.217423 0.90 0.368 -4.475802 12.06528
703 | 2.565584 3.960387 0.65 0.517 -5.200899 10.33207
704 | 4.016102 4.201291 0.96 0.339 -4.222803 12.25501
705 | 4.459967 4.087607 1.09 0.275 -3.555999 12.47593
707 | 11.89197 7.545935 1.58 0.115 -2.905916 26.68986
708 | 15.60032 11.05037 1.41 0.158 -6.069914 37.27055
709 | 8.081965 3.794138 2.13 0.033 .6415033 15.52243
710 | 3.003404 3.746538 0.80 0.423 -4.343712 10.35052
711 | 2.71032 3.821808 0.71 0.478 -4.784404 10.20504
798 | 7.353897 6.783781 1.08 0.278 -5.949378 20.65717
799 | 2.897434 4.36721 0.66 0.507 -5.666845 11.46171
800 | -3.280889 3.843657 -0.85 0.393 -10.81846 4.256682
801 | -3.028444 4.744404 -0.64 0.523 -12.33242 6.27553
802 | -2.611788 3.825502 -0.68 0.495 -10.11375 4.890179
803 | 6.023017 3.85349 1.56 0.118 -1.533837 13.57987
805 | -2.413334 3.842135 -0.63 0.530 -9.94792 5.121251
806 | 6.333327 4.199057 1.51 0.132 -1.901197 14.56785
807 | 2.662013 4.241056 0.63 0.530 -5.654874 10.9789
898 | -4.577734 4.015073 -1.14 0.254 -12.45146 3.295991
899 | -2.86054 4.4628 -0.64 0.522 -11.61227 5.891195
1000 | 1.766282 5.960072 0.30 0.767 -9.921666 13.45423
1001 | 1.768682 4.080253 0.43 0.665 -6.232863 9.770226
1002 | 4.884246 4.28666 1.14 0.255 -3.522071 13.29056
1003 | 4.723539 3.961979 1.19 0.233 -3.046066 12.49314
1005 | 6.80285 5.457501 1.25 0.213 -3.899536 17.50524
1006 | 11.42035 4.745989 2.41 0.016 2.113268 20.72743
1007 | .3639686 3.875132 0.09 0.925 -7.235327 7.963264
1010 | 1.756584 5.585857 0.31 0.753 -9.197512 12.71068
1098 | -8.413863 4.091404 -2.06 0.040 -16.43728 -.3904508
1099 | -.0534647 6.476777 -0.01 0.993 -12.75469 12.64776
1400 | 6.779738 5.516703 1.23 0.219 -4.038745 17.59822
1401 | 12.32828 6.220467 1.98 0.048 .1296832 24.52687
1403 | 2.874436 7.76929 0.37 0.711 -12.36146 18.11034
1404 | -.5494338 4.911077 -0.11 0.911 -10.18026 9.081391
1405 | -.097759 3.947731 -0.02 0.980 -7.839424 7.643906
1406 | 7.555984 6.308921 1.20 0.231 -4.816072 19.92804
1407 | .4609866 4.604836 0.10 0.920 -8.569288 9.491261
1408 | 8.641924 7.985026 1.08 0.279 -7.017043 24.30089
1409 | 10.47166 5.922992 1.77 0.077 -1.143573 22.08689
1410 | 10.45851 5.593553 1.87 0.062 -.5106795 21.4277
1499 | 1.814528 5.736732 0.32 0.752 -9.43544 13.0645
1500 | 6.615895 7.048437 0.94 0.348 -7.206383 20.43817
1501 | 8.21656 4.465196 1.84 0.066 -.5398735 16.97299
1502 | 2.638767 4.322162 0.61 0.542 -5.837171 11.1147
1504 | 12.13356 6.057453 2.00 0.045 .2546416 24.01247
1505 | 8.23661 4.468384 1.84 0.065 -.5260771 16.9993
1507 | 6.814916 5.143965 1.32 0.185 -3.272612 16.90244
1520 | 7.002579 5.723477 1.22 0.221 -4.221397 18.22655
1521 | 6.365683 3.8061 1.67 0.095 -1.098237 13.8296
1522 | 2.794284 4.70582 0.59 0.553 -6.434024 12.02259
1523 | 2.252884 3.733588 0.60 0.546 -5.068838 9.574605
1524 | 31.84431 19.15352 1.66 0.097 -5.716535 69.40516
1525 | 8.31583 4.833462 1.72 0.085 -1.162789 17.79445
1526 | 12.76377 5.897296 2.16 0.031 1.198924 24.32861
1599 | 16.1636 7.593791 2.13 0.033 1.271858 31.05534
1600 | -7.383848 4.299386 -1.72 0.086 -15.81512 1.047427
1602 | 16.84807 11.12224 1.51 0.130 -4.963116 38.65925
1603 | -4.891273 6.118395 -0.80 0.424 -16.8897 7.107153
1604 | 10.84805 8.77823 1.24 0.217 -6.36642 28.06252
1605 | 8.697883 7.2962 1.19 0.233 -5.610269 23.00603
1606 | -1.645394 6.91416 -0.24 0.812 -15.20435 11.91356
1608 | 19.56638 4.644106 4.21 0.000 10.4591 28.67366
1609 | 14.50575 4.575786 3.17 0.002 5.532442 23.47905
1610 | 7.165869 9.274646 0.77 0.440 -11.0221 25.35383
1611 | -1.258066 4.829173 -0.26 0.794 -10.72827 8.212143
1612 | 7.331208 4.993673 1.47 0.142 -2.461592 17.12401
1614 | -5.028967 4.656731 -1.08 0.280 -14.16101 4.103076
1615 | .4229172 4.308698 0.10 0.922 -8.026618 8.872452
1616 | -6.115229 3.669153 -1.67 0.096 -13.31059 1.080132
1617 | 4.385766 6.700285 0.65 0.513 -8.753769 17.5253
1619 | 9.268017 7.224946 1.28 0.200 -4.900401 23.43644
1620 | -4.71829 3.761649 -1.25 0.210 -12.09504 2.65846
1698 | -9.389773 4.50119 -2.09 0.037 -18.21679 -.5627543
1699 | 12.38971 6.894375 1.80 0.072 -1.130445 25.90986
1700 | 5.822414 7.302958 0.80 0.425 -8.498989 20.14382
1701 | -.9969471 4.245588 -0.23 0.814 -9.322721 7.328827
1704 | .6716312 4.309561 0.16 0.876 -7.779597 9.122859
1705 | -9.085979 4.829885 -1.88 0.060 -18.55758 .3856251
1706 | 11.50542 4.90063 2.35 0.019 1.895078 21.11575
1707 | 18.07979 5.674076 3.19 0.001 6.952688 29.20688
1708 | -.7566469 3.782901 -0.20 0.841 -8.175073 6.661779
1709 | 14.67215 5.338256 2.75 0.006 4.203612 25.1407
1798 | 8.5924 5.605474 1.53 0.125 -2.400167 19.58497
1799 | -3.51736 3.948694 -0.89 0.373 -11.26091 4.226193
1800 | -3.777957 4.172874 -0.91 0.365 -11.96114 4.405222
1802 | -.5830868 3.800652 -0.15 0.878 -8.036323 6.870149
1803 | 2.047425 5.378908 0.38 0.704 -8.500837 12.59569
1804 | -.9838965 4.357389 -0.23 0.821 -9.528916 7.561123
1806 | -1.463487 3.705342 -0.39 0.693 -8.729816 5.802842
1807 | -8.498012 3.448411 -2.46 0.014 -15.26049 -1.735536
1808 | 6.80743 11.66846 0.58 0.560 -16.07491 29.68977
1899 | 3.444577 13.13603 0.26 0.793 -22.31571 29.20487
1900 | -5.119635 4.741764 -1.08 0.280 -14.41843 4.179162
1901 | .6276101 4.152899 0.15 0.880 -7.516397 8.771617
1902 | 11.94259 6.658229 1.79 0.073 -1.114473 24.99965
1905 | 13.07128 9.706012 1.35 0.178 -5.962608 32.10518
1906 | 2.202135 4.780364 0.46 0.645 -7.172356 11.57663
1907 | -1.399191 4.149504 -0.34 0.736 -9.536541 6.738159
1908 | .2743305 7.902322 0.03 0.972 -15.22245 15.77111
1909 | -.6206181 4.928956 -0.13 0.900 -10.28651 9.045269
1910 | 12.37553 8.147073 1.52 0.129 -3.601219 28.35228
1911 | -.1574766 5.491706 -0.03 0.977 -10.92694 10.61199
1912 | -6.86999 3.8142 -1.80 0.072 -14.34979 .6098144
1914 | 4.698348 5.264022 0.89 0.372 -5.624617 15.02131
1915 | -9.30529 4.27788 -2.18 0.030 -17.69439 -.9161902
1919 | -.4888302 4.14777 -0.12 0.906 -8.622779 7.645118
1920 | 26.56024 8.390304 3.17 0.002 10.10651 43.01398
1925 | 14.49243 5.551579 2.61 0.009 3.605558 25.37931
1926 | 5.611513 4.49933 1.25 0.212 -3.21186 14.43489
1927 | 2.845431 4.342608 0.66 0.512 -5.670603 11.36146
1929 | 9.098769 5.821042 1.56 0.118 -2.316536 20.51407
1999 | -6.219073 5.307604 -1.17 0.241 -16.6275 4.189357
2000 | -3.806367 4.147626 -0.92 0.359 -11.94003 4.327299
2001 | 4.394646 4.14311 1.06 0.289 -3.730165 12.51946
2002 | 6.689564 3.985318 1.68 0.093 -1.12581 14.50494
2003 | 16.12596 6.170829 2.61 0.009 4.024705 28.22721
2004 | 3.781384 3.8062 0.99 0.321 -3.682731 11.2455
2005 | 9.539041 10.2828 0.93 0.354 -10.62596 29.70404
2006 | 80.01981 8.998988 8.89 0.000 62.37243 97.6672
2007 | 7.953058 5.482296 1.45 0.147 -2.797952 18.70407
2008 | 6.522955 3.652332 1.79 0.074 -.6394188 13.68533
2009 | 2.411122 5.263329 0.46 0.647 -7.910484 12.73273
2011 | 4.10595 3.652524 1.12 0.261 -3.056801 11.2687
2012 | .82333 3.900672 0.21 0.833 -6.826049 8.472709
2013 | .6018391 4.636464 0.13 0.897 -8.49046 9.694138
2014 | 1.290032 4.452294 0.29 0.772 -7.4411 10.02116
2015 | .1553153 5.228193 0.03 0.976 -10.09739 10.40802
2030 | 21.87455 10.17088 2.15 0.032 1.929039 41.82007
2099 | 12.69184 8.898138 1.43 0.154 -4.757773 30.14146
2100 | -1.033338 4.426691 -0.23 0.815 -9.714263 7.647587
2101 | 3.532465 3.607417 0.98 0.328 -3.541829 10.60676
2102 | -1.875884 3.483113 -0.54 0.590 -8.706411 4.954644
2103 | -1.352055 3.485417 -0.39 0.698 -8.187103 5.482993
2104 | -3.221676 3.469105 -0.93 0.353 -10.02473 3.581383
2105 | 9.893977 7.903916 1.25 0.211 -5.605929 25.39388
2199 | -.6241598 4.834942 -0.13 0.897 -10.10568 8.857361
9999 | 30.86617 14.815 2.08 0.037 1.813341 59.91901
|
house_administration | .9825851 1.842257 0.53 0.594 -2.630158 4.595328
house_agriculture | 4.06365 1.446687 2.81 0.005 1.226638 6.900662
house_appropriations | 7.413955 4.320977 1.72 0.086 -1.059661 15.88757
house_armedservices | 5.254047 2.01039 2.61 0.009 1.311589 9.196504
house_budget | 9.783836 3.809355 2.57 0.010 2.313533 17.25414
house_dc | 1.044911 3.568739 0.29 0.770 -5.953534 8.043356
house_educlabor | -.678542 1.843388 -0.37 0.713 -4.293502 2.936418
house_energycommerce | 3.41208 1.137023 3.00 0.003 1.18233 5.64183
house_foreignaffairs | 3.023639 1.683658 1.80 0.073 -.2780833 6.325361
house_governmentop | 6.752601 2.877869 2.35 0.019 1.108982 12.39622
house_intelligence | 6.964399 7.224234 0.96 0.335 -7.202623 21.13142
house_interior | -.5166895 1.395696 -0.37 0.711 -3.253708 2.220328
house_judiciary | 2.944575 1.113794 2.64 0.008 .7603787 5.128771
house_mmf | 1.409707 1.851931 0.76 0.447 -2.222007 5.041421
house_pocs | 4.586933 2.748073 1.67 0.095 -.8021514 9.976018
house_pwt | 1.795514 1.64267 1.09 0.274 -1.42583 5.016859
house_rules | 4.866022 1.923741 2.53 0.011 1.093486 8.638557
house_sst | 6.276837 4.96606 1.26 0.206 -3.461812 16.01549
house_smallbusi | -3.999931 1.993222 -2.01 0.045 -7.908722 -.0911401
house_soc | -11.21543 4.008946 -2.80 0.005 -19.07714 -3.353717
house_veterans | 3.349439 2.918083 1.15 0.251 -2.373042 9.07192
house_waysandmeans | 4.418505 .9928749 4.45 0.000 2.471436 6.365574
house_naturalresources | 1.856658 1.253126 1.48 0.139 -.6007738 4.31409
house_bfs | 2.274141 1.528946 1.49 0.137 -.7241852 5.272467
house_eeo | -2.840798 8.179711 -0.35 0.728 -18.88155 13.19995
house_govreform | 1.428707 1.443198 0.99 0.322 -1.401463 4.258877
house_ir | 8.129943 1.978691 4.11 0.000 4.249649 12.01024
house_natsecur | 6.243389 3.825948 1.63 0.103 -1.259454 13.74623
house_oversight | 4.154729 1.786935 2.33 0.020 .6504746 7.658983
house_resources | -.908866 1.022436 -0.89 0.374 -2.913905 1.096173
house_science | .4356437 1.808167 0.24 0.810 -3.110247 3.981534
house_transp | 2.685967 1.021769 2.63 0.009 .6822358 4.689698
house_homeland | 1.276452 2.472538 0.52 0.606 -3.572297 6.125201
sponsor_democrat | 0 (omitted)
sponsor_rookie | -3.037966 .7355766 -4.13 0.000 -4.480462 -1.59547
sponsor_tenure_run | -.0755347 .1388194 -0.54 0.586 -.3477653 .1966958
sponsor_age | -.0099718 .0371203 -0.27 0.788 -.0827662 .0628226
leader | -.6980344 .8251831 -0.85 0.398 -2.316253 .9201838
ivycoll | .3701197 1.121447 0.33 0.741 -1.829085 2.569325
black | -2.430078 5.666205 -0.43 0.668 -13.54174 8.681584
occ0 | 4.051957 1.00198 4.04 0.000 2.087033 6.016882
occ1 | 2.317512 1.169353 1.98 0.048 .0243613 4.610662
occ2 | 2.296658 .8678455 2.65 0.008 .5947772 3.998539
occ3 | -.6909021 1.270802 -0.54 0.587 -3.182998 1.801194
occ4 | 3.202288 .8588015 3.73 0.000 1.518143 4.886433
borninstate | .818563 .6067962 1.35 0.177 -.3713895 2.008516
tot_bills | -.0354015 .0444442 -0.80 0.426 -.1225585 .0517555
NE | -2.879441 .9796642 -2.94 0.003 -4.800603 -.9582791
MW | -1.70968 .9210133 -1.86 0.064 -3.515825 .0964649
WE | -1.136446 1.031561 -1.10 0.271 -3.159379 .886487
pct_black | -8.868641 3.92433 -2.26 0.024 -16.56441 -1.172867
pct_urban | -.5030466 1.994307 -0.25 0.801 -4.413965 3.407872
pct_for_born | 3.659354 7.047423 0.52 0.604 -10.16093 17.47964
pct_age_over65 | 10.99488 8.038045 1.37 0.171 -4.768054 26.75782
lninc | 3.380326 2.36564 1.43 0.153 -1.258791 8.019443
lnpden | .2590601 .2452681 1.06 0.291 -.2219208 .7400409
_cons | -30.76757 23.65887 -1.30 0.194 -77.16359 15.62846
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,576 1 0 1 1
j = 2 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female if tag_bill==1 & sample==1 & abs(MV1_female)<=25.22792045028557 & women_friend1==0, robust clus
> ter(group_sponsor)
Linear regression Number of obs = 3,308
F(13, 392) = 1.40
Prob > F = 0.1540
R-squared = 0.0053
Root MSE = 30.343
(Std. Err. adjusted for 393 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | -1.36904 2.252453 -0.61 0.544 -5.797439 3.059359
|
v2 |
102 | -.6697144 2.420952 -0.28 0.782 -5.429388 4.089959
103 | -1.432564 2.582884 -0.55 0.579 -6.510602 3.645473
104 | 2.244717 2.753106 0.82 0.415 -3.167983 7.657416
105 | .5738106 2.860535 0.20 0.841 -5.050098 6.19772
106 | .9361597 2.89971 0.32 0.747 -4.764769 6.637088
107 | 2.762801 2.735375 1.01 0.313 -2.61504 8.140642
108 | 1.735355 2.922292 0.59 0.553 -4.009971 7.48068
109 | -3.296307 2.389086 -1.38 0.168 -7.993332 1.400718
110 | .1616809 3.018837 0.05 0.957 -5.773456 6.096818
111 | -1.057892 2.937542 -0.36 0.719 -6.8332 4.717416
|
MV1_female | .0561957 .1103791 0.51 0.611 -.1608134 .2732047
femaleXMV1_female | .1608696 .171638 0.94 0.349 -.1765766 .4983158
_cons | 13.1334 2.750235 4.78 0.000 7.726339 18.54045
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 278 1 0 1 1
j = 2 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female if sponsor_party==100 & tag_bill==1 & sample==1 & abs(MV1_female)<=29.70309229792213 & women_fr
> iend1==0, robust cluster(group_sponsor)
Linear regression Number of obs = 1,458
F(13, 185) = 0.94
Prob > F = 0.5089
R-squared = 0.0125
Root MSE = 27.462
(Std. Err. adjusted for 186 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | 1.1131 3.407404 0.33 0.744 -5.609265 7.835465
|
v2 |
102 | -.7821496 3.198803 -0.24 0.807 -7.092971 5.528672
103 | -1.464519 3.117926 -0.47 0.639 -7.615782 4.686744
104 | 1.476029 3.538996 0.42 0.677 -5.505949 8.458008
105 | 6.700962 5.333265 1.26 0.211 -3.820876 17.2228
106 | 2.872583 5.848465 0.49 0.624 -8.665679 14.41084
107 | -1.584333 3.739702 -0.42 0.672 -8.962278 5.793612
108 | 2.370088 3.840797 0.62 0.538 -5.207304 9.947481
109 | -2.986905 4.030659 -0.74 0.460 -10.93887 4.96506
110 | .9032756 3.446957 0.26 0.794 -5.897123 7.703674
111 | -2.97715 3.248149 -0.92 0.361 -9.385326 3.431027
|
MV1_female | .0159479 .1449405 0.11 0.913 -.2700008 .3018966
femaleXMV1_female | .1006642 .2080843 0.48 0.629 -.3098591 .5111875
_cons | 12.02847 3.928651 3.06 0.003 4.277753 19.77919
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 121 1 0 1 1
j = 2 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female if sponsor_party==200 & tag_bill==1 & sample==1 & abs(MV1_female)<=13.03771312568893 & women_fr
> iend1==0, robust cluster(group_sponsor)
Linear regression Number of obs = 839
F(13, 98) = 1.47
Prob > F = 0.1412
R-squared = 0.0234
Root MSE = 31.042
(Std. Err. adjusted for 99 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | -.5364741 4.231925 -0.13 0.899 -8.934591 7.861643
|
v2 |
102 | .7300924 2.906371 0.25 0.802 -5.037506 6.497691
103 | -1.917408 2.642174 -0.73 0.470 -7.160716 3.325901
104 | 4.615732 3.338901 1.38 0.170 -2.010208 11.24167
105 | 3.206917 3.504186 0.92 0.362 -3.747026 10.16086
106 | 4.624867 3.220413 1.44 0.154 -1.765937 11.01567
107 | 6.820981 3.9957 1.71 0.091 -1.108355 14.75032
108 | 23.04889 8.792613 2.62 0.010 5.600232 40.49754
109 | 2.640668 2.712483 0.97 0.333 -2.742166 8.023502
110 | -1.282134 3.682437 -0.35 0.728 -8.58981 6.025543
111 | -2.364929 4.326194 -0.55 0.586 -10.95012 6.220263
|
MV1_female | .1809038 .330528 0.55 0.585 -.4750183 .8368258
femaleXMV1_female | -.6178816 .6674175 -0.93 0.357 -1.94235 .7065866
_cons | 11.69809 2.794859 4.19 0.000 6.151782 17.2444
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 68 1 0 1 1
j = 3 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(54,840 missing values generated)
(59,051 missing values generated)
(4,211 real changes made)
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female i.minor house_* [aw=wt] if tag_bill==1 & sample==1 & women_friend1==0 & abs(MV1_female)<=25.227
> 92045028557, robust cluster(group_sponsor)
(sum of wgt is 6,549.82341051102)
Linear regression Number of obs = 3,308
F(183, 392) = .
Prob > F = .
R-squared = 0.1605
Root MSE = 28.801
(Std. Err. adjusted for 393 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -.3789447 2.198008 -0.17 0.863 -4.700303 3.942413
|
v2 |
102 | -2.130884 2.988911 -0.71 0.476 -8.007185 3.745416
103 | -2.738718 3.333389 -0.82 0.412 -9.292273 3.814838
104 | 1.670618 3.769081 0.44 0.658 -5.739523 9.080759
105 | -.0449549 3.82806 -0.01 0.991 -7.571052 7.481142
106 | .2959296 3.806363 0.08 0.938 -7.18751 7.779369
107 | 1.483167 3.663894 0.40 0.686 -5.720173 8.686508
108 | -.0480642 3.638941 -0.01 0.989 -7.202347 7.106219
109 | -3.278473 3.322557 -0.99 0.324 -9.810732 3.253787
110 | -1.803673 3.846342 -0.47 0.639 -9.365714 5.758367
111 | -3.988391 3.663835 -1.09 0.277 -11.19162 3.214834
|
MV1_female | -.0254032 .0990294 -0.26 0.798 -.2200984 .169292
femaleXMV1_female | .1476202 .1618117 0.91 0.362 -.1705071 .4657475
|
minor |
101 | 8.430804 12.5149 0.67 0.501 -16.17391 33.03552
103 | 1.405605 7.659079 0.18 0.854 -13.65241 16.46362
104 | -1.141434 8.240004 -0.14 0.890 -17.34156 15.0587
105 | -.8578466 7.876436 -0.11 0.913 -16.34319 14.6275
107 | 4.386253 7.210779 0.61 0.543 -9.790385 18.56289
108 | 9.798202 14.86022 0.66 0.510 -19.41749 39.0139
400 | -1.573115 8.73265 -0.18 0.857 -18.7418 15.59557
401 | -2.409939 11.09732 -0.22 0.828 -24.22764 19.40776
402 | -7.752622 7.893101 -0.98 0.327 -23.27073 7.765483
403 | .2783789 10.08599 0.03 0.978 -19.55102 20.10778
404 | 7.374111 12.86118 0.57 0.567 -17.91141 32.65963
405 | -.8022396 8.713134 -0.09 0.927 -17.93256 16.32808
498 | -10.28404 8.294696 -1.24 0.216 -26.59169 6.023619
499 | 36.31211 41.1531 0.88 0.378 -44.5963 117.2205
700 | 2.12023 8.91257 0.24 0.812 -15.40219 19.64265
701 | -2.479497 8.194625 -0.30 0.762 -18.59041 13.63142
703 | -2.774295 8.127163 -0.34 0.733 -18.75257 13.20399
704 | -7.509965 7.621792 -0.99 0.325 -22.49467 7.474738
705 | -2.735311 8.05772 -0.34 0.734 -18.57706 13.10644
707 | 41.56553 29.04882 1.43 0.153 -15.54545 98.6765
708 | -8.836072 8.254623 -1.07 0.285 -25.06494 7.392799
709 | 12.90007 8.659534 1.49 0.137 -4.124873 29.92501
710 | 5.830381 8.240724 0.71 0.480 -10.37116 22.03193
711 | -3.08828 7.221354 -0.43 0.669 -17.28571 11.10915
798 | -3.083076 7.660341 -0.40 0.688 -18.14357 11.97742
799 | 3.685982 8.576869 0.43 0.668 -13.17643 20.5484
800 | 4.575975 9.913242 0.46 0.645 -14.9138 24.06575
801 | -1.348411 7.625792 -0.18 0.860 -16.34098 13.64416
802 | -5.022106 7.728116 -0.65 0.516 -20.21585 10.17163
803 | 5.164412 8.074984 0.64 0.523 -10.71128 21.04011
805 | -5.013054 7.570921 -0.66 0.508 -19.89774 9.871635
806 | 1.374552 8.100123 0.17 0.865 -14.55057 17.29967
807 | .9928591 7.505816 0.13 0.895 -13.76383 15.74955
898 | 11.68276 14.12313 0.83 0.409 -16.08379 39.44931
899 | 40.10851 8.125419 4.94 0.000 24.13366 56.08337
1000 | -6.812936 7.70077 -0.88 0.377 -21.95291 8.327041
1001 | 3.21359 9.37633 0.34 0.732 -15.2206 21.64778
1002 | -1.814323 7.711441 -0.24 0.814 -16.97528 13.34663
1003 | 1.635907 7.78055 0.21 0.834 -13.66092 16.93273
1005 | -2.091825 8.40265 -0.25 0.804 -18.61172 14.42807
1006 | 11.0367 11.65004 0.95 0.344 -11.86767 33.94106
1007 | 8.223977 9.047178 0.91 0.364 -9.563085 26.01104
1010 | -4.464376 7.721578 -0.58 0.563 -19.64526 10.71651
1098 | -8.681173 8.647611 -1.00 0.316 -25.68267 8.320325
1099 | -10.8893 7.910611 -1.38 0.169 -26.44183 4.663227
1400 | -4.325596 8.047441 -0.54 0.591 -20.14714 11.49595
1401 | 5.410604 11.11424 0.49 0.627 -16.44038 27.26159
1403 | 11.63315 8.914119 1.31 0.193 -5.892309 29.15861
1404 | -1.310143 7.296753 -0.18 0.858 -15.65581 13.03552
1405 | 4.05882 7.696568 0.53 0.598 -11.0729 19.19054
1406 | -5.888589 7.538198 -0.78 0.435 -20.70894 8.931764
1407 | 11.92983 8.744109 1.36 0.173 -5.261391 29.12104
1408 | 8.627017 13.09656 0.66 0.510 -17.12127 34.3753
1409 | 32.11804 18.93636 1.70 0.091 -5.111496 69.34757
1410 | 4.302961 9.986652 0.43 0.667 -15.33114 23.93706
1499 | -7.815752 7.836423 -1.00 0.319 -23.22243 7.590924
1500 | 19.50936 26.84614 0.73 0.468 -33.27107 72.28979
1501 | 2.365863 8.538472 0.28 0.782 -14.42106 19.15279
1502 | 9.47026 10.37749 0.91 0.362 -10.93224 29.87276
1504 | 7.659748 9.504214 0.81 0.421 -11.02586 26.34536
1505 | .4298841 7.812189 0.06 0.956 -14.92915 15.78891
1507 | 12.51616 19.70796 0.64 0.526 -26.23036 51.26268
1520 | 9.740167 18.08542 0.54 0.590 -25.81639 45.29673
1521 | -1.124491 7.483772 -0.15 0.881 -15.83784 13.58886
1522 | -8.89675 8.069105 -1.10 0.271 -24.76089 6.967385
1523 | .3131626 7.428758 0.04 0.966 -14.29203 14.91835
1524 | 15.44323 20.90596 0.74 0.461 -25.6586 56.54506
1525 | 7.155907 8.898282 0.80 0.422 -10.33842 24.65023
1526 | 23.96705 25.779 0.93 0.353 -26.71535 74.64945
1599 | -3.697126 7.385196 -0.50 0.617 -18.21667 10.82242
1600 | .116997 8.53423 0.01 0.989 -16.66159 16.89559
1602 | -9.230944 9.143079 -1.01 0.313 -27.20655 8.744661
1603 | -11.01275 21.57776 -0.51 0.610 -53.43536 31.40986
1604 | 8.016805 7.774506 1.03 0.303 -7.268139 23.30175
1605 | 5.456937 8.00362 0.68 0.496 -10.27845 21.19233
1606 | 21.58556 14.09148 1.53 0.126 -6.118778 49.2899
1608 | 12.32854 8.066249 1.53 0.127 -3.529983 28.18706
1609 | 17.40161 8.566318 2.03 0.043 .5599387 34.24329
1610 | 11.02063 8.839894 1.25 0.213 -6.358902 28.40016
1611 | -4.699636 7.645546 -0.61 0.539 -19.73104 10.33177
1612 | 8.742777 8.889676 0.98 0.326 -8.734629 26.22018
1614 | -4.87385 9.91879 -0.49 0.623 -24.37453 14.62683
1615 | 7.252109 8.734115 0.83 0.407 -9.91946 24.42368
1616 | -5.516233 7.09098 -0.78 0.437 -19.45734 8.424877
1617 | 8.562213 12.05509 0.71 0.478 -15.13851 32.26293
1619 | 17.98072 13.71155 1.31 0.191 -8.976653 44.9381
1620 | -11.11874 8.122184 -1.37 0.172 -27.08723 4.849751
1698 | 1.035337 8.703845 0.12 0.905 -16.07672 18.14739
1699 | 6.290654 11.03889 0.57 0.569 -15.41218 27.99349
1700 | -4.434259 9.431396 -0.47 0.639 -22.97671 14.10819
1701 | -.4062184 8.072962 -0.05 0.960 -16.27794 15.4655
1704 | 4.13028 7.306788 0.57 0.572 -10.23511 18.49567
1706 | 3.662351 9.283549 0.39 0.693 -14.58942 21.91412
1707 | 9.173013 10.56412 0.87 0.386 -11.5964 29.94243
1708 | 4.987949 9.893766 0.50 0.614 -14.46353 24.43943
1709 | 10.37775 10.09898 1.03 0.305 -9.477184 30.23269
1798 | 1.112904 8.151236 0.14 0.891 -14.9127 17.13851
1799 | -9.11283 8.289684 -1.10 0.272 -25.41063 7.184972
1800 | -6.036323 7.495697 -0.81 0.421 -20.77312 8.700473
1802 | 7.005113 9.534116 0.73 0.463 -11.73928 25.74951
1803 | 1.492497 9.333832 0.16 0.873 -16.85813 19.84313
1804 | -.882567 9.202826 -0.10 0.924 -18.97564 17.2105
1806 | 16.4666 13.15266 1.25 0.211 -9.391983 42.32519
1807 | -7.027936 7.379367 -0.95 0.341 -21.53602 7.480151
1808 | -11.50173 7.741944 -1.49 0.138 -26.72266 3.719199
1900 | 12.8389 16.79399 0.76 0.445 -20.17866 45.85646
1901 | -4.401873 7.885026 -0.56 0.577 -19.9041 11.10036
1902 | 6.98243 11.14695 0.63 0.531 -14.93285 28.89771
1905 | 72.03789 37.40353 1.93 0.055 -1.498719 145.5745
1906 | 11.25292 15.02668 0.75 0.454 -18.29005 40.79589
1907 | -1.343248 8.353245 -0.16 0.872 -17.76601 15.07952
1908 | 25.3615 18.4888 1.37 0.171 -10.9881 61.71111
1909 | 6.324756 17.3549 0.36 0.716 -27.79556 40.44507
1910 | 26.07189 19.64917 1.33 0.185 -12.55905 64.70284
1911 | 13.09586 16.12104 0.81 0.417 -18.59866 44.79037
1912 | -21.71213 15.60284 -1.39 0.165 -52.38784 8.963585
1914 | -3.651175 8.609794 -0.42 0.672 -20.57832 13.27597
1915 | 5.536761 8.137543 0.68 0.497 -10.46193 21.53545
1919 | 5.849491 9.012231 0.65 0.517 -11.86886 23.56784
1920 | 16.72437 11.57401 1.44 0.149 -6.030531 39.47928
1925 | 24.8856 12.12806 2.05 0.041 1.041423 48.72978
1926 | 17.13487 10.95038 1.56 0.118 -4.393955 38.66369
1927 | -4.242171 8.54481 -0.50 0.620 -21.04156 12.55722
1929 | -1.457396 11.04619 -0.13 0.895 -23.17458 20.25979
1999 | -8.709223 8.10436 -1.07 0.283 -24.64267 7.224224
2000 | 3.657553 9.546221 0.38 0.702 -15.11064 22.42575
2001 | -2.894091 8.328945 -0.35 0.728 -19.26908 13.4809
2002 | 1.983617 8.149745 0.24 0.808 -14.03906 18.00629
2003 | 69.30842 23.67521 2.93 0.004 22.76214 115.8547
2004 | 6.565734 8.583242 0.76 0.445 -10.30921 23.44068
2005 | -14.33541 9.171657 -1.56 0.119 -32.3672 3.69638
2006 | 71.76069 27.55943 2.60 0.010 17.5779 125.9435
2007 | -3.667252 8.403178 -0.44 0.663 -20.18819 12.85368
2008 | 6.274708 7.754332 0.81 0.419 -8.970572 21.51999
2009 | 3.944751 8.919074 0.44 0.659 -13.59045 21.47995
2011 | 2.554613 8.731145 0.29 0.770 -14.61112 19.72034
2012 | -2.537463 8.147745 -0.31 0.756 -18.55621 13.48128
2013 | 5.17451 11.59979 0.45 0.656 -17.63107 27.98009
2014 | -8.304098 8.125822 -1.02 0.307 -24.27974 7.671546
2015 | -5.566584 10.25227 -0.54 0.587 -25.72289 14.58973
2030 | 61.58226 25.46718 2.42 0.016 11.51292 111.6516
2099 | 49.99955 47.94648 1.04 0.298 -44.26485 144.264
2100 | 6.803477 11.95375 0.57 0.570 -16.69801 30.30496
2101 | 3.069965 7.578608 0.41 0.686 -11.82984 17.96977
2102 | -1.115837 7.406509 -0.15 0.880 -15.67729 13.44561
2103 | 1.206264 7.462099 0.16 0.872 -13.46448 15.877
2104 | -.7624321 7.427172 -0.10 0.918 -15.3645 13.83964
2105 | 38.29196 26.69106 1.43 0.152 -14.18357 90.76748
9999 | -6.306588 7.535833 -0.84 0.403 -21.12229 8.509116
|
house_administration | 3.721415 6.212698 0.60 0.550 -8.492961 15.93579
house_agriculture | 10.16732 3.599253 2.82 0.005 3.091066 17.24357
house_appropriations | -.7455188 3.242793 -0.23 0.818 -7.120959 5.629922
house_armedservices | .7302481 3.826111 0.19 0.849 -6.792016 8.252512
house_budget | -1.377455 3.761523 -0.37 0.714 -8.772738 6.017827
house_dc | 8.164055 4.034497 2.02 0.044 .2320968 16.09601
house_educlabor | -3.777707 2.578936 -1.46 0.144 -8.847982 1.292569
house_energycommerce | 3.230647 2.09735 1.54 0.124 -.892815 7.354109
house_foreignaffairs | 3.582126 2.851807 1.26 0.210 -2.024625 9.188877
house_governmentop | 6.92812 4.53022 1.53 0.127 -1.978447 15.83469
house_intelligence | 19.74506 28.07697 0.70 0.482 -35.45523 74.94534
house_interior | -4.449154 2.975022 -1.50 0.136 -10.29815 1.39984
house_judiciary | 4.918121 2.681183 1.83 0.067 -.3531757 10.18942
house_mmf | -.6738774 3.788357 -0.18 0.859 -8.121916 6.774162
house_pocs | -10.62821 7.961306 -1.33 0.183 -26.28041 5.023992
house_pwt | 5.518682 3.036111 1.82 0.070 -.450415 11.48778
house_rules | .4961374 2.916983 0.17 0.865 -5.23875 6.231025
house_sst | -6.51551 5.144713 -1.27 0.206 -16.63019 3.59917
house_smallbusi | 1.732324 3.236656 0.54 0.593 -4.631052 8.095699
house_soc | -1.481527 4.657385 -0.32 0.751 -10.63811 7.675051
house_veterans | -2.369497 3.878958 -0.61 0.542 -9.99566 5.256666
house_waysandmeans | 2.98897 1.87505 1.59 0.112 -.6974425 6.675383
house_naturalresources | -3.133014 2.745436 -1.14 0.254 -8.530635 2.264606
house_bfs | 2.778174 3.325235 0.84 0.404 -3.759352 9.3157
house_eeo | -7.648636 6.751737 -1.13 0.258 -20.92278 5.625508
house_govreform | 1.002664 3.235541 0.31 0.757 -5.35852 7.363848
house_ir | .3821926 2.823441 0.14 0.892 -5.168788 5.933173
house_natsecur | -.969446 5.422776 -0.18 0.858 -11.63081 9.691916
house_oversight | 6.546962 3.960084 1.65 0.099 -1.238699 14.33262
house_resources | -4.220008 2.257438 -1.87 0.062 -8.658208 .2181918
house_science | -.1636224 4.815573 -0.03 0.973 -9.631204 9.303959
house_transp | .1836106 2.892301 0.06 0.949 -5.502752 5.869973
house_homeland | -1.995324 4.485522 -0.44 0.657 -10.81401 6.823366
_cons | 7.399298 7.870774 0.94 0.348 -8.074912 22.87351
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 278 1 0 1 1
j = 3 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(58,732 missing values generated)
(60,180 missing values generated)
(1,448 real changes made)
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female i.minor house_* [aw=wt] if sponsor_party==100 & tag_bill==1 & sample==1 & women_friend1==0 & ab
> s(MV1_female)<=29.70309229792213, robust cluster(group_sponsor)
(sum of wgt is 3,285.44246602058)
Linear regression Number of obs = 1,458
F(159, 185) = .
Prob > F = .
R-squared = 0.2357
Root MSE = 26.179
(Std. Err. adjusted for 186 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | .2051544 3.614084 0.06 0.955 -6.924964 7.335273
|
v2 |
102 | -1.646291 5.85096 -0.28 0.779 -13.18947 9.896893
103 | -2.628991 6.682946 -0.39 0.694 -15.81357 10.55559
104 | 1.477532 6.850875 0.22 0.829 -12.03835 14.99342
105 | 4.16315 7.814311 0.53 0.595 -11.25347 19.57977
106 | -4.293602 7.551226 -0.57 0.570 -19.19119 10.60398
107 | -3.079778 6.448095 -0.48 0.633 -15.80103 9.641474
108 | -.415084 6.576371 -0.06 0.950 -13.38941 12.55924
109 | -4.178001 7.690502 -0.54 0.588 -19.35036 10.99436
110 | -3.029171 6.722719 -0.45 0.653 -16.29222 10.23388
111 | -4.905722 6.22378 -0.79 0.432 -17.18443 7.372986
|
MV1_female | .0782184 .1518433 0.52 0.607 -.2213487 .3777856
femaleXMV1_female | -.0983111 .2050855 -0.48 0.632 -.502918 .3062959
|
minor |
103 | -4.09211 7.568369 -0.54 0.589 -19.02352 10.8393
104 | -8.674003 8.090152 -1.07 0.285 -24.63482 7.286815
105 | 1.59004 7.029698 0.23 0.821 -12.27864 15.45872
107 | -6.276241 7.221365 -0.87 0.386 -20.52306 7.970574
108 | 18.1675 8.364996 2.17 0.031 1.664455 34.67055
400 | 25.44122 34.64404 0.73 0.464 -42.90697 93.78941
401 | -9.569303 8.997219 -1.06 0.289 -27.31965 8.181041
402 | -2.645288 7.451974 -0.35 0.723 -17.34706 12.05649
403 | -3.575555 9.095326 -0.39 0.695 -21.51945 14.36834
404 | 10.2221 12.37454 0.83 0.410 -14.19125 34.63546
405 | -5.840069 9.861026 -0.59 0.554 -25.29459 13.61445
498 | -10.61217 7.730052 -1.37 0.171 -25.86256 4.638216
499 | -8.262226 11.49432 -0.72 0.473 -30.93902 14.41457
700 | 1.852772 10.39222 0.18 0.859 -18.64974 22.35528
701 | -2.061676 9.429054 -0.22 0.827 -20.66397 16.54062
703 | -8.312163 9.459472 -0.88 0.381 -26.97447 10.35014
704 | -17.93629 7.847941 -2.29 0.023 -33.41925 -2.453319
705 | -15.5631 8.274294 -1.88 0.062 -31.8872 .7610073
707 | 74.84016 43.82314 1.71 0.089 -11.6172 161.2975
708 | -16.43779 7.291306 -2.25 0.025 -30.82259 -2.052997
709 | 10.03518 10.95943 0.92 0.361 -11.58634 31.65671
710 | -2.637504 11.93616 -0.22 0.825 -26.186 20.91099
711 | 39.89317 33.23738 1.20 0.232 -25.67986 105.4662
798 | -9.436802 7.644296 -1.23 0.219 -24.518 5.6444
799 | -5.779851 5.311353 -1.09 0.278 -16.25846 4.698757
800 | -1.129045 11.59108 -0.10 0.923 -23.99675 21.73866
801 | -9.431311 6.013781 -1.57 0.119 -21.29572 2.433096
802 | -10.44392 7.726735 -1.35 0.178 -25.68776 4.799927
803 | -5.472163 6.930626 -0.79 0.431 -19.14539 8.201061
805 | -4.117297 7.816867 -0.53 0.599 -19.53896 11.30437
806 | -8.789641 6.927932 -1.27 0.206 -22.45755 4.878267
807 | .1738129 7.250599 0.02 0.981 -14.13068 14.4783
898 | .2368902 12.39437 0.02 0.985 -24.2156 24.68938
899 | 28.44832 8.496094 3.35 0.001 11.68664 45.21001
1000 | -7.260555 8.888439 -0.82 0.415 -24.79629 10.27518
1001 | -8.343405 10.93273 -0.76 0.446 -29.91225 13.22544
1002 | -14.07496 8.206433 -1.72 0.088 -30.26519 2.115262
1003 | -8.603416 8.233953 -1.04 0.297 -24.84794 7.641103
1005 | -8.63838 9.803239 -0.88 0.379 -27.9789 10.70214
1006 | -9.160923 9.637924 -0.95 0.343 -28.17529 9.853448
1007 | .805841 10.04708 0.08 0.936 -19.01574 20.62742
1010 | -22.14426 10.62251 -2.08 0.038 -43.10109 -1.187423
1400 | -11.40721 6.925925 -1.65 0.101 -25.07116 2.256743
1401 | -9.59545 6.879862 -1.39 0.165 -23.16852 3.977622
1403 | 5.067459 7.07762 0.72 0.475 -8.895766 19.03068
1404 | 2.628985 6.646889 0.40 0.693 -10.48446 15.74243
1405 | -.169395 10.89514 -0.02 0.988 -21.66409 21.3253
1406 | -4.812763 8.193164 -0.59 0.558 -20.97681 11.35128
1407 | 6.525726 9.258897 0.70 0.482 -11.74087 24.79233
1408 | -5.593351 6.801552 -0.82 0.412 -19.01193 7.825226
1409 | 24.46318 15.86127 1.54 0.125 -6.829048 55.7554
1410 | -7.856359 7.028767 -1.12 0.265 -21.7232 6.010484
1500 | -15.37556 8.059236 -1.91 0.058 -31.27539 .5242628
1501 | 13.02976 13.65295 0.95 0.341 -13.90572 39.96525
1502 | 17.71065 14.78709 1.20 0.233 -11.46237 46.88366
1504 | 9.90129 10.5077 0.94 0.347 -10.82903 30.63161
1505 | -2.269438 8.032672 -0.28 0.778 -18.11685 13.57798
1507 | -8.728391 8.471916 -1.03 0.304 -25.44238 7.985598
1520 | -10.22421 7.433416 -1.38 0.171 -24.88937 4.440953
1521 | -6.298843 7.193381 -0.88 0.382 -20.49045 7.892761
1522 | -12.17627 9.601339 -1.27 0.206 -31.11846 6.765921
1523 | -11.73117 7.670158 -1.53 0.128 -26.86339 3.401058
1524 | 16.62996 16.99878 0.98 0.329 -16.90642 50.16635
1525 | 13.71269 12.56875 1.09 0.277 -11.08382 38.5092
1526 | -7.867085 7.357236 -1.07 0.286 -22.38196 6.647785
1599 | -12.36434 7.61497 -1.62 0.106 -27.38769 2.659
1600 | -4.393917 8.127684 -0.54 0.589 -20.42878 11.64095
1602 | -5.200327 10.61163 -0.49 0.625 -26.13569 15.73503
1603 | -24.33968 13.40136 -1.82 0.071 -50.77881 2.09946
1604 | 2.96884 10.02945 0.30 0.768 -16.81796 22.75564
1605 | -.1555599 9.544638 -0.02 0.987 -18.98589 18.67477
1606 | 19.29883 17.79671 1.08 0.280 -15.81176 54.40942
1608 | 5.944416 8.092513 0.73 0.464 -10.02106 21.90989
1609 | 9.242637 7.410115 1.25 0.214 -5.376556 23.86183
1610 | 15.79863 8.18409 1.93 0.055 -.3475136 31.94477
1611 | -5.363494 6.56624 -0.82 0.415 -18.31783 7.590843
1612 | -1.723736 8.72957 -0.20 0.844 -18.94604 15.49857
1614 | -7.622461 7.520511 -1.01 0.312 -22.45945 7.214529
1615 | 2.400521 8.417933 0.29 0.776 -14.20697 19.00801
1616 | -12.41738 7.513838 -1.65 0.100 -27.24121 2.406444
1617 | -8.798935 8.035128 -1.10 0.275 -24.6512 7.053327
1619 | 22.21592 16.51301 1.35 0.180 -10.36211 54.79395
1620 | -13.80477 10.89029 -1.27 0.207 -35.28989 7.680354
1698 | -2.05037 9.137524 -0.22 0.823 -20.07752 15.97678
1699 | 8.594626 10.66269 0.81 0.421 -12.44147 29.63072
1701 | -3.717751 8.14256 -0.46 0.649 -19.78196 12.34646
1706 | -6.186432 8.0779 -0.77 0.445 -22.12308 9.750214
1707 | -5.56436 14.89402 -0.37 0.709 -34.94832 23.8196
1708 | 18.53876 17.77411 1.04 0.298 -16.52726 53.60478
1709 | 6.799011 12.06954 0.56 0.574 -17.01262 30.61064
1798 | -5.372429 7.089024 -0.76 0.450 -19.35815 8.613293
1800 | -.1262522 19.69128 -0.01 0.995 -38.97459 38.72209
1802 | -5.937795 8.92975 -0.66 0.507 -23.55503 11.67944
1803 | -12.79162 11.10752 -1.15 0.251 -34.70531 9.122061
1804 | 2.194412 19.08675 0.11 0.909 -35.46127 39.85009
1806 | 19.17081 21.92832 0.87 0.383 -24.0909 62.43253
1807 | -7.208654 8.513516 -0.85 0.398 -24.00471 9.587406
1900 | 39.79971 25.43114 1.56 0.119 -10.37261 89.97203
1901 | -16.35637 13.14758 -1.24 0.215 -42.29483 9.582088
1902 | -3.612862 9.993486 -0.36 0.718 -23.32871 16.10299
1905 | 96.53238 19.17032 5.04 0.000 58.71182 134.3529
1906 | 10.48308 15.50628 0.68 0.500 -20.10879 41.07496
1907 | 8.507254 8.701326 0.98 0.330 -8.659331 25.67384
1908 | 3.728159 29.17093 0.13 0.898 -53.82229 61.27861
1909 | 26.06214 13.60939 1.92 0.057 -.7874129 52.91169
1911 | -24.41811 25.0873 -0.97 0.332 -73.9121 25.07587
1912 | -45.06746 20.75381 -2.17 0.031 -86.01203 -4.122895
1919 | -11.97443 7.801326 -1.53 0.127 -27.36543 3.416575
1920 | -7.739079 10.16037 -0.76 0.447 -27.78418 12.30602
1925 | 52.35544 12.84261 4.08 0.000 27.01864 77.69224
1926 | 41.72671 26.04072 1.60 0.111 -9.648236 93.10167
1927 | -13.26852 7.667717 -1.73 0.085 -28.39593 1.858888
1929 | -13.68628 8.592583 -1.59 0.113 -30.63833 3.265766
1999 | -8.723073 8.786694 -0.99 0.322 -26.05808 8.611932
2000 | 13.32074 8.875455 1.50 0.135 -4.189376 30.83086
2001 | -12.32828 6.231593 -1.98 0.049 -24.6224 -.0341551
2002 | -6.455075 7.668173 -0.84 0.401 -21.58338 8.673233
2003 | 27.1687 22.22531 1.22 0.223 -16.67896 71.01635
2004 | 6.648108 11.58421 0.57 0.567 -16.20603 29.50225
2005 | -33.21589 17.05773 -1.95 0.053 -66.86857 .4367942
2006 | 42.89698 24.61512 1.74 0.083 -5.665462 91.45941
2007 | -8.055948 8.248535 -0.98 0.330 -24.32923 8.217339
2008 | -2.419721 7.907518 -0.31 0.760 -18.02023 13.18078
2011 | -5.067283 6.641958 -0.76 0.446 -18.171 8.036436
2012 | -1.327282 9.170484 -0.14 0.885 -19.41945 16.76489
2013 | 16.6643 16.29531 1.02 0.308 -15.48422 48.81282
2014 | -9.561398 7.479113 -1.28 0.203 -24.31672 5.193918
2015 | 14.09026 7.572261 1.86 0.064 -.8488227 29.02935
2030 | 47.11222 22.98253 2.05 0.042 1.77068 92.45376
2099 | -1.889665 11.4865 -0.16 0.870 -24.55103 20.7717
2100 | 33.32581 15.96387 2.09 0.038 1.831172 64.82044
2101 | -1.243677 6.252347 -0.20 0.843 -13.57874 11.09139
2102 | -2.390781 5.861709 -0.41 0.684 -13.95517 9.173607
2103 | -1.191724 6.802911 -0.18 0.861 -14.61298 12.22953
2104 | 1.670554 7.147116 0.23 0.815 -12.42978 15.77088
9999 | -9.312973 6.764506 -1.38 0.170 -22.65846 4.032517
|
house_administration | 2.741334 7.231964 0.38 0.705 -11.52639 17.00906
house_agriculture | 2.479452 4.214505 0.59 0.557 -5.835218 10.79412
house_appropriations | 2.608085 7.046503 0.37 0.712 -11.29375 16.50992
house_armedservices | .3846756 5.339683 0.07 0.943 -10.14983 10.91918
house_budget | -4.387279 4.813687 -0.91 0.363 -13.88406 5.1095
house_dc | 5.472214 4.980229 1.10 0.273 -4.353129 15.29756
house_educlabor | .4468043 4.975817 0.09 0.929 -9.369835 10.26344
house_energycommerce | 7.305174 3.856662 1.89 0.060 -.3035194 14.91387
house_foreignaffairs | 15.19566 9.863751 1.54 0.125 -4.264234 34.65556
house_governmentop | 3.062382 4.268031 0.72 0.474 -5.357889 11.48265
house_intelligence | 37.19306 20.28271 1.83 0.068 -2.822081 77.20821
house_interior | -2.999923 4.386309 -0.68 0.495 -11.65354 5.653694
house_judiciary | 6.927082 4.911966 1.41 0.160 -2.763589 16.61775
house_mmf | -5.788124 4.581871 -1.26 0.208 -14.82756 3.251312
house_pocs | -.0603078 9.347679 -0.01 0.995 -18.50206 18.38145
house_pwt | 12.26986 3.84185 3.19 0.002 4.690388 19.84933
house_rules | -4.258566 5.308719 -0.80 0.423 -14.73198 6.214846
house_sst | -7.81641 4.727547 -1.65 0.100 -17.14325 1.510425
house_smallbusi | 3.111585 4.49991 0.69 0.490 -5.766152 11.98932
house_soc | 2.490818 7.702757 0.32 0.747 -12.70572 17.68736
house_veterans | 2.741319 4.536505 0.60 0.546 -6.208615 11.69125
house_waysandmeans | 4.959489 2.907919 1.71 0.090 -.7774564 10.69643
house_naturalresources | -4.130557 3.596499 -1.15 0.252 -11.22598 2.964868
house_bfs | -.2852822 3.330279 -0.09 0.932 -6.85549 6.284925
house_eeo | 3.192376 6.880903 0.46 0.643 -10.38275 16.7675
house_govreform | 6.999881 5.940566 1.18 0.240 -4.720083 18.71985
house_ir | 2.355107 6.823442 0.35 0.730 -11.10666 15.81687
house_natsecur | -5.295414 5.872408 -0.90 0.368 -16.88091 6.290084
house_oversight | 4.961724 6.681459 0.74 0.459 -8.219925 18.14337
house_resources | -2.523125 4.03338 -0.63 0.532 -10.48046 5.434209
house_science | 4.11294 4.097077 1.00 0.317 -3.970059 12.19594
house_transp | 10.65955 5.766162 1.85 0.066 -.7163387 22.03544
house_homeland | 4.563235 5.252958 0.87 0.386 -5.800167 14.92664
_cons | 11.8166 9.628116 1.23 0.221 -7.178425 30.81162
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 121 1 0 1 1
j = 3 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(58,683 missing values generated)
(61,323 missing values generated)
(2,640 real changes made)
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female i.minor house_* [aw=wt] if sponsor_party==200 & tag_bill==1 & sample==1 & women_friend1==0 & ab
> s(MV1_female)<=13.03771312568893, robust cluster(group_sponsor)
(sum of wgt is 1,426.77724575996)
note: house_dc omitted because of collinearity
note: house_eeo omitted because of collinearity
Linear regression Number of obs = 826
F(95, 96) = .
Prob > F = .
R-squared = 0.4455
Root MSE = 26.535
(Std. Err. adjusted for 97 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 2.13405 4.26879 0.50 0.618 -6.339431 10.60753
|
v2 |
103 | 1.234812 5.056087 0.24 0.808 -8.801441 11.27106
104 | 1.443748 6.83391 0.21 0.833 -12.12146 15.00895
105 | 3.331094 6.016832 0.55 0.581 -8.612223 15.27441
106 | 4.668464 6.016806 0.78 0.440 -7.274802 16.61173
107 | 11.34219 6.633705 1.71 0.091 -1.825614 24.50999
108 | 20.1608 9.809276 2.06 0.043 .6895425 39.63206
109 | 9.111647 5.955533 1.53 0.129 -2.709993 20.93329
110 | .5850957 5.981479 0.10 0.922 -11.28805 12.45824
111 | -4.265928 6.253923 -0.68 0.497 -16.67987 8.148011
|
MV1_female | -.088653 .3493709 -0.25 0.800 -.7821488 .6048427
femaleXMV1_female | -.1637254 .6068784 -0.27 0.788 -1.36837 1.040919
|
minor |
101 | -18.42944 16.44349 -1.12 0.265 -51.06952 14.21063
104 | -32.2389 14.20585 -2.27 0.025 -60.4373 -4.0405
105 | -29.35614 13.49673 -2.18 0.032 -56.14695 -2.565334
107 | -10.76012 13.18108 -0.82 0.416 -36.92437 15.40412
108 | -27.62114 12.98102 -2.13 0.036 -53.38826 -1.854008
400 | -26.30059 14.91395 -1.76 0.081 -55.90456 3.303368
401 | 1.239515 20.04223 0.06 0.951 -38.54399 41.02302
402 | -22.85276 14.4729 -1.58 0.118 -51.58124 5.875715
403 | 1.016273 16.19712 0.06 0.950 -31.13475 33.1673
499 | 92.79221 59.19918 1.57 0.120 -24.71723 210.3017
700 | -19.7116 16.33522 -1.21 0.231 -52.13675 12.71355
701 | -29.97348 14.75248 -2.03 0.045 -59.25691 -.6900488
703 | -15.30437 14.38377 -1.06 0.290 -43.85592 13.24719
704 | -26.36602 12.92679 -2.04 0.044 -52.0255 -.7065438
705 | -19.48152 15.62406 -1.25 0.215 -50.49502 11.53199
707 | -27.72797 14.21997 -1.95 0.054 -55.95438 .4984477
709 | 8.109155 17.22319 0.47 0.639 -26.07861 42.29692
710 | -14.52404 14.43817 -1.01 0.317 -43.18357 14.1355
711 | -23.63817 12.6047 -1.88 0.064 -48.65829 1.381964
798 | -4.484854 16.03262 -0.28 0.780 -36.30936 27.33965
800 | -5.154216 12.23483 -0.42 0.674 -29.44016 19.13172
801 | -24.24082 16.00028 -1.52 0.133 -56.00113 7.519494
802 | -24.0721 13.86027 -1.74 0.086 -51.58451 3.440313
803 | -17.74471 13.94846 -1.27 0.206 -45.43218 9.942758
805 | -29.15444 14.28305 -2.04 0.044 -57.50606 -.802817
806 | -23.08156 12.41997 -1.86 0.066 -47.735 1.571879
807 | -20.92847 13.9104 -1.50 0.136 -48.54041 6.683458
1000 | -34.47949 12.5524 -2.75 0.007 -59.39581 -9.563171
1001 | -19.52727 15.48928 -1.26 0.210 -50.27325 11.2187
1002 | -21.75702 14.69782 -1.48 0.142 -50.93196 7.417922
1003 | -14.13514 15.06144 -0.94 0.350 -44.03186 15.76159
1005 | -11.47728 15.64336 -0.73 0.465 -42.5291 19.57455
1006 | 30.17557 28.72132 1.05 0.296 -26.83581 87.18695
1007 | -19.74291 14.41872 -1.37 0.174 -48.36384 8.87803
1010 | -20.70816 14.20482 -1.46 0.148 -48.90451 7.48818
1400 | -9.271074 13.98044 -0.66 0.509 -37.02204 18.47989
1401 | -15.00103 15.86997 -0.95 0.347 -46.50268 16.50062
1404 | -22.69717 13.44658 -1.69 0.095 -49.38842 3.994075
1405 | -31.62776 14.15696 -2.23 0.028 -59.72911 -3.526416
1406 | -37.7138 13.16751 -2.86 0.005 -63.8511 -11.57651
1407 | 6.098821 20.9274 0.29 0.771 -35.44175 47.63939
1409 | -14.87028 21.83579 -0.68 0.498 -58.21398 28.47342
1410 | 49.23947 14.17103 3.47 0.001 21.1102 77.36874
1499 | -34.45316 14.43512 -2.39 0.019 -63.10665 -5.799676
1500 | -27.26137 14.1416 -1.93 0.057 -55.33221 .8094757
1501 | -27.01746 13.08328 -2.07 0.042 -52.98757 -1.047355
1502 | -21.34814 15.58957 -1.37 0.174 -52.2932 9.596919
1504 | -13.83721 13.36829 -1.04 0.303 -40.37305 12.69864
1505 | -23.09375 13.01474 -1.77 0.079 -48.9278 2.740304
1507 | 77.78166 15.11542 5.15 0.000 47.77779 107.7855
1520 | -23.50185 13.35332 -1.76 0.082 -50.00798 3.004283
1521 | -8.280729 13.5813 -0.61 0.543 -35.2394 18.67795
1523 | -22.18843 13.04904 -1.70 0.092 -48.09057 3.713711
1524 | -24.83744 14.62241 -1.70 0.093 -53.86269 4.187813
1525 | -16.03392 14.51628 -1.10 0.272 -44.84851 12.78067
1526 | -16.75691 13.56166 -1.24 0.220 -43.67659 10.16278
1599 | -20.36632 14.09856 -1.44 0.152 -48.35174 7.619107
1600 | 5.215381 22.73908 0.23 0.819 -39.92133 50.35209
1603 | -221.9743 22.32018 -9.95 0.000 -266.2795 -177.6691
1604 | -18.00415 13.85332 -1.30 0.197 -45.50277 9.494476
1605 | 13.75029 16.04531 0.86 0.394 -18.09941 45.59998
1608 | -12.24875 15.46006 -0.79 0.430 -42.93673 18.43922
1609 | 3.873313 17.22797 0.22 0.823 -30.32394 38.07057
1610 | -10.41324 15.7403 -0.66 0.510 -41.6575 20.83101
1611 | -21.40688 15.43789 -1.39 0.169 -52.05084 9.237086
1612 | -25.42201 13.54061 -1.88 0.063 -52.29991 1.455894
1615 | -16.91214 18.98435 -0.89 0.375 -54.59578 20.77149
1616 | -24.16216 13.68024 -1.77 0.081 -51.31722 2.992894
1617 | -3.163435 15.30582 -0.21 0.837 -33.54524 27.21837
1619 | -19.09317 17.43216 -1.10 0.276 -53.69574 15.50939
1698 | -7.201927 12.96949 -0.56 0.580 -32.94617 18.54231
1699 | -18.02673 15.15695 -1.19 0.237 -48.11303 12.05957
1701 | -25.53378 14.52474 -1.76 0.082 -54.36516 3.2976
1704 | 8.388843 15.40469 0.54 0.587 -22.18923 38.96691
1706 | -24.14184 18.02162 -1.34 0.184 -59.91448 11.63079
1707 | -25.41185 14.71601 -1.73 0.087 -54.6229 3.799205
1709 | -2.910354 17.96833 -0.16 0.872 -38.57721 32.7565
1798 | -25.17366 14.33178 -1.76 0.082 -53.62203 3.274708
1800 | -34.01297 14.82033 -2.30 0.024 -63.43109 -4.594847
1802 | -6.784366 28.85687 -0.24 0.815 -64.0648 50.49607
1803 | -32.10416 14.4413 -2.22 0.029 -60.76991 -3.438408
1804 | -23.62114 12.98102 -1.82 0.072 -49.38826 2.145992
1806 | -23.42708 13.86685 -1.69 0.094 -50.95256 4.098403
1807 | -28.04576 13.12641 -2.14 0.035 -54.10148 -1.990053
1808 | -30.21942 13.589 -2.22 0.029 -57.19338 -3.245464
1900 | -21.71976 14.52301 -1.50 0.138 -50.54771 7.108199
1901 | -24.6743 15.4006 -1.60 0.112 -55.24424 5.895645
1902 | -10.48163 16.64263 -0.63 0.530 -43.51698 22.55373
1905 | -28.07343 15.69353 -1.79 0.077 -59.22484 3.077968
1906 | -24.22043 16.05867 -1.51 0.135 -56.09664 7.655781
1907 | -15.89543 14.78762 -1.07 0.285 -45.24862 13.45776
1909 | -38.83461 14.10437 -2.75 0.007 -66.83157 -10.83765
1910 | -18.39294 16.53554 -1.11 0.269 -51.21574 14.42985
1914 | -28.07343 15.69353 -1.79 0.077 -59.22484 3.077968
1915 | -8.868975 16.48136 -0.54 0.592 -41.58422 23.84627
1919 | -20.7409 15.93186 -1.30 0.196 -52.3654 10.8836
1925 | 1.115068 19.49177 0.06 0.954 -37.57579 39.80592
1926 | -16.75139 15.4435 -1.08 0.281 -47.40651 13.90372
1927 | -17.37959 16.07733 -1.08 0.282 -49.29285 14.53367
1929 | -28.40496 15.75484 -1.80 0.075 -59.67807 2.868146
2000 | -10.76957 18.47296 -0.58 0.561 -47.43811 25.89897
2001 | -9.547579 16.66297 -0.57 0.568 -42.62332 23.52816
2002 | -18.59758 14.97523 -1.24 0.217 -48.32316 11.12801
2003 | 128.0855 73.38315 1.75 0.084 -17.57894 273.7498
2004 | -27.82756 15.2382 -1.83 0.071 -58.07515 2.420026
2005 | -24.62141 14.87681 -1.66 0.101 -54.15164 4.908819
2006 | 103.3851 66.69737 1.55 0.124 -29.00817 235.7783
2007 | -26.27027 20.37408 -1.29 0.200 -66.71249 14.17195
2008 | -17.52604 13.92307 -1.26 0.211 -45.16311 10.11103
2009 | -10.12385 13.10853 -0.77 0.442 -36.14408 15.89638
2011 | -20.69395 15.79998 -1.31 0.193 -52.05667 10.66877
2012 | -35.58381 14.59467 -2.44 0.017 -64.554 -6.613622
2013 | -26.56037 16.36891 -1.62 0.108 -59.0524 5.931671
2014 | -37.48344 16.33251 -2.30 0.024 -69.90322 -5.063669
2015 | -39.37052 14.3701 -2.74 0.007 -67.89495 -10.84609
2100 | -10.58898 15.99926 -0.66 0.510 -42.34726 21.16931
2101 | -7.949766 15.80761 -0.50 0.616 -39.32763 23.4281
2102 | -22.12171 13.03219 -1.70 0.093 -47.99041 3.746991
2103 | -17.55853 13.45149 -1.31 0.195 -44.25953 9.142463
2104 | -23.57692 13.03943 -1.81 0.074 -49.45998 2.306135
2105 | 105.6236 81.1153 1.30 0.196 -55.38901 266.6362
|
house_administration | 9.282186 6.407615 1.45 0.151 -3.43683 22.0012
house_agriculture | 7.285319 3.38635 2.15 0.034 .5634674 14.00717
house_appropriations | -2.724698 7.939782 -0.34 0.732 -18.48504 13.03564
house_armedservices | -3.952622 9.53623 -0.41 0.679 -22.88189 14.97665
house_budget | 12.03384 10.47629 1.15 0.254 -8.761423 32.8291
house_dc | 0 (omitted)
house_educlabor | -8.038247 8.913137 -0.90 0.369 -25.73068 9.654189
house_energycommerce | 4.27024 4.348765 0.98 0.329 -4.361991 12.90247
house_foreignaffairs | .203344 7.856348 0.03 0.979 -15.39138 15.79807
house_governmentop | -2.127873 6.340608 -0.34 0.738 -14.71388 10.45813
house_intelligence | 201.5861 14.41065 13.99 0.000 172.9812 230.191
house_interior | -8.555504 7.606447 -1.12 0.263 -23.65418 6.543174
house_judiciary | 2.36172 4.700283 0.50 0.616 -6.968268 11.69171
house_mmf | -17.75271 7.976888 -2.23 0.028 -33.58671 -1.918712
house_pocs | -16.05822 15.42415 -1.04 0.300 -46.67492 14.55848
house_pwt | 7.099924 9.056867 0.78 0.435 -10.87782 25.07766
house_rules | 3.490451 4.719013 0.74 0.461 -5.876715 12.85762
house_sst | -3.547678 15.18394 -0.23 0.816 -33.68756 26.5922
house_smallbusi | -11.70601 7.956197 -1.47 0.144 -27.49893 4.086918
house_soc | -1.668037 11.10919 -0.15 0.881 -23.71961 20.38354
house_veterans | -11.89431 16.72114 -0.71 0.479 -45.08552 21.2969
house_waysandmeans | 3.266292 3.609261 0.90 0.368 -3.898035 10.43062
house_naturalresources | 2.78082 6.696731 0.42 0.679 -10.51209 16.07373
house_bfs | 3.861741 5.305716 0.73 0.468 -6.670021 14.3935
house_eeo | 0 (omitted)
house_govreform | 5.032792 7.274904 0.69 0.491 -9.407779 19.47336
house_ir | -3.093098 5.566065 -0.56 0.580 -14.14165 7.955454
house_natsecur | 8.431869 16.85903 0.50 0.618 -25.03304 41.89678
house_oversight | 15.80188 7.599791 2.08 0.040 .7164117 30.88734
house_resources | -5.877921 5.374191 -1.09 0.277 -16.54561 4.789764
house_science | -13.19251 7.34561 -1.80 0.076 -27.77343 1.388409
house_transp | -7.368788 5.293762 -1.39 0.167 -17.87682 3.139247
house_homeland | -6.200466 13.02687 -0.48 0.635 -32.0586 19.65766
_cons | 22.02134 15.62414 1.41 0.162 -8.992319 53.03501
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 67 1 0 1 1
j = 4 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if tag_bill==1 & women_friend1==0, robust cluster(group_sponsor)
(sum of wgt is 76,437.2974107265)
Linear regression Number of obs = 37,536
F(197, 4310) = .
Prob > F = .
R-squared = 0.1397
Root MSE = 33.036
(Std. Err. adjusted for 4,311 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | .8429583 .6883539 1.22 0.221 -.5065695 2.192486
|
v2 |
102 | -.9433807 2.206739 -0.43 0.669 -5.269725 3.382963
103 | -4.025803 1.941228 -2.07 0.038 -7.831609 -.2199977
104 | -.4068193 2.372864 -0.17 0.864 -5.058853 4.245214
105 | .7213077 2.019441 0.36 0.721 -3.237836 4.680452
106 | 1.678966 2.244456 0.75 0.454 -2.721322 6.079254
107 | -.3693259 2.008843 -0.18 0.854 -4.307692 3.56904
108 | .4244284 2.235457 0.19 0.849 -3.958218 4.807074
109 | -1.325531 2.032158 -0.65 0.514 -5.309606 2.658545
110 | -1.974741 2.137339 -0.92 0.356 -6.165024 2.215543
111 | -3.479816 2.250745 -1.55 0.122 -7.892433 .932802
|
minor |
101 | 6.786379 5.128892 1.32 0.186 -3.268889 16.84165
103 | 7.567292 5.798235 1.31 0.192 -3.800232 18.93482
104 | 6.494722 4.912518 1.32 0.186 -3.13634 16.12578
105 | 14.16796 4.882259 2.90 0.004 4.596224 23.7397
107 | 17.28155 5.036004 3.43 0.001 7.408389 27.15471
108 | 13.23065 5.504044 2.40 0.016 2.439892 24.02141
110 | 15.44629 9.466348 1.63 0.103 -3.112625 34.0052
400 | 11.63035 5.490042 2.12 0.034 .8670426 22.39366
401 | 5.066579 5.027154 1.01 0.314 -4.78923 14.92239
402 | 9.328078 4.448356 2.10 0.036 .6070114 18.04914
403 | 12.82509 4.942235 2.59 0.009 3.135765 22.51441
404 | 13.3097 4.978936 2.67 0.008 3.548424 23.07098
405 | 16.79274 6.192159 2.71 0.007 4.65292 28.93255
498 | 10.87448 5.53305 1.97 0.049 .0268524 21.7221
499 | 13.50103 7.220187 1.87 0.062 -.6542487 27.65631
700 | 9.984011 4.396273 2.27 0.023 1.365053 18.60297
701 | 18.99749 6.585425 2.88 0.004 6.086669 31.90831
703 | 6.296792 4.412747 1.43 0.154 -2.354463 14.94805
704 | 8.322953 4.376693 1.90 0.057 -.257617 16.90352
705 | 17.93986 5.00827 3.58 0.000 8.121074 27.75865
707 | 22.92068 11.75635 1.95 0.051 -.1278176 45.96917
708 | 18.60997 5.687982 3.27 0.001 7.458596 29.76134
709 | 17.87309 4.568849 3.91 0.000 8.915791 26.83038
710 | 12.24777 4.481254 2.73 0.006 3.462208 21.03334
711 | 13.59096 5.796384 2.34 0.019 2.227062 24.95485
798 | 11.96507 5.449758 2.20 0.028 1.280742 22.6494
799 | 14.76849 6.24728 2.36 0.018 2.520606 27.01637
800 | 8.155556 4.867113 1.68 0.094 -1.386489 17.6976
801 | 5.634061 4.381737 1.29 0.199 -2.956398 14.22452
802 | 5.674959 4.761188 1.19 0.233 -3.659419 15.00934
803 | 10.45979 4.42055 2.37 0.018 1.793232 19.12634
805 | 3.484759 4.677507 0.75 0.456 -5.685561 12.65508
806 | 9.378238 4.535846 2.07 0.039 .485645 18.27083
807 | 14.40668 5.169089 2.79 0.005 4.272607 24.54076
898 | 11.65599 6.300821 1.85 0.064 -.6968563 24.00885
899 | 4.85772 5.499386 0.88 0.377 -5.923907 15.63935
1000 | 6.970614 4.769262 1.46 0.144 -2.379593 16.32082
1001 | 11.40763 5.63487 2.02 0.043 .3603844 22.45487
1002 | 8.411673 4.615314 1.82 0.068 -.6367171 17.46006
1003 | 10.13231 4.863104 2.08 0.037 .59812 19.66649
1005 | 8.227639 5.186416 1.59 0.113 -1.940405 18.39568
1006 | 25.60245 11.68961 2.19 0.029 2.684797 48.5201
1007 | 7.705513 4.254476 1.81 0.070 -.635449 16.04648
1010 | 6.851977 5.425567 1.26 0.207 -3.784925 17.48888
1098 | 1.982047 4.489167 0.44 0.659 -6.819031 10.78313
1099 | 19.5643 9.32048 2.10 0.036 1.291362 37.83723
1400 | 14.65145 5.485297 2.67 0.008 3.897443 25.40545
1401 | 20.39417 5.577293 3.66 0.000 9.459807 31.32853
1403 | 17.61085 5.362031 3.28 0.001 7.098512 28.12319
1404 | 9.364137 5.58705 1.68 0.094 -1.589355 20.31763
1405 | 5.85374 4.613055 1.27 0.205 -3.190223 14.8977
1406 | 18.21727 7.400278 2.46 0.014 3.70892 32.72562
1407 | 9.722336 6.402072 1.52 0.129 -2.829019 22.27369
1408 | 13.39865 7.677558 1.75 0.081 -1.653314 28.45061
1409 | 29.84039 8.607205 3.47 0.001 12.96584 46.71494
1410 | 16.38806 5.570376 2.94 0.003 5.467261 27.30887
1499 | 7.645824 5.364734 1.43 0.154 -2.871814 18.16346
1500 | 7.723741 4.729045 1.63 0.102 -1.54762 16.9951
1501 | 15.01858 5.015171 2.99 0.003 5.186266 24.8509
1502 | 19.64755 6.683804 2.94 0.003 6.54385 32.75124
1504 | 28.04913 11.97023 2.34 0.019 4.581325 51.51694
1505 | 10.44846 5.214853 2.00 0.045 .2246657 20.67226
1507 | 13.17675 6.599786 2.00 0.046 .2377722 26.11572
1520 | 12.38438 5.602389 2.21 0.027 1.400812 23.36794
1521 | 10.49998 4.895328 2.14 0.032 .9026177 20.09734
1522 | 10.47858 4.851609 2.16 0.031 .9669328 19.99023
1523 | 10.5273 4.47176 2.35 0.019 1.760351 19.29425
1524 | 23.07373 8.433396 2.74 0.006 6.539932 39.60752
1525 | 16.06499 5.062163 3.17 0.002 6.140541 25.98943
1526 | 14.03259 5.253644 2.67 0.008 3.732741 24.33243
1599 | 20.3694 7.982703 2.55 0.011 4.719193 36.0196
1600 | 9.300158 6.016624 1.55 0.122 -2.49552 21.09584
1602 | 13.33344 7.949547 1.68 0.094 -2.25176 28.91865
1603 | -24.59271 23.88348 -1.03 0.303 -71.41662 22.23121
1604 | 10.96864 4.956467 2.21 0.027 1.251417 20.68587
1605 | 18.64327 6.047348 3.08 0.002 6.78735 30.49918
1606 | 20.33782 10.20489 1.99 0.046 .3309755 40.34466
1608 | 17.27469 4.966971 3.48 0.001 7.536866 27.0125
1609 | 13.3993 5.789839 2.31 0.021 2.048232 24.75036
1610 | 13.134 5.221492 2.52 0.012 2.897188 23.37081
1611 | 4.96444 4.083577 1.22 0.224 -3.041472 12.97035
1612 | 11.88586 4.560725 2.61 0.009 2.944494 20.82723
1614 | 5.251109 4.791561 1.10 0.273 -4.142815 14.64503
1615 | 5.613436 4.189802 1.34 0.180 -2.600732 13.82761
1616 | .6623756 3.170885 0.21 0.835 -5.55419 6.878941
1617 | 6.329757 4.697627 1.35 0.178 -2.880009 15.53952
1619 | 7.038746 5.670417 1.24 0.215 -4.078189 18.15568
1620 | 4.719404 4.881552 0.97 0.334 -4.850951 14.28976
1698 | 1.715543 4.995438 0.34 0.731 -8.078086 11.50917
1699 | 35.9198 10.61031 3.39 0.001 15.11813 56.72147
1700 | 22.47436 7.933804 2.83 0.005 6.920025 38.0287
1701 | 10.82415 4.720354 2.29 0.022 1.569823 20.07847
1704 | 8.720554 4.790968 1.82 0.069 -.672209 18.11332
1705 | 3.518299 5.501089 0.64 0.522 -7.266667 14.30327
1706 | 15.38763 5.265106 2.92 0.003 5.065313 25.70995
1707 | 13.22985 5.524309 2.39 0.017 2.399363 24.06034
1708 | 11.63977 4.709289 2.47 0.013 2.407139 20.8724
1709 | 20.87413 4.860407 4.29 0.000 11.34523 30.40303
1798 | 30.5128 8.616411 3.54 0.000 13.6202 47.4054
1799 | 19.45384 9.838487 1.98 0.048 .1653436 38.74234
1800 | 6.285012 4.74887 1.32 0.186 -3.025216 15.59524
1802 | 12.95574 5.644319 2.30 0.022 1.889973 24.02151
1803 | 12.97687 5.029573 2.58 0.010 3.116323 22.83742
1804 | 6.062412 4.810377 1.26 0.208 -3.368401 15.49323
1806 | 12.17067 4.64939 2.62 0.009 3.055471 21.28586
1807 | -1.841418 4.570018 -0.40 0.687 -10.801 7.118169
1808 | 8.256596 8.171892 1.01 0.312 -7.764517 24.27771
1899 | 6.497826 9.263952 0.70 0.483 -11.66429 24.65994
1900 | 6.089937 4.39452 1.39 0.166 -2.525583 14.70546
1901 | 16.4923 4.455492 3.70 0.000 7.757244 25.22736
1902 | 29.36638 11.944 2.46 0.014 5.949991 52.78276
1905 | 26.38913 9.688133 2.72 0.006 7.395407 45.38286
1906 | 11.66514 4.868067 2.40 0.017 2.12122 21.20905
1907 | 11.41043 7.504498 1.52 0.128 -3.302249 26.12311
1908 | 8.62671 5.819644 1.48 0.138 -2.782788 20.03621
1909 | 8.374778 4.949522 1.69 0.091 -1.328832 18.07839
1910 | 26.68563 6.840618 3.90 0.000 13.2745 40.09677
1911 | 20.59302 8.349027 2.47 0.014 4.224636 36.96141
1912 | 2.368149 15.78986 0.15 0.881 -28.58809 33.32439
1914 | 11.75468 4.502377 2.61 0.009 2.927702 20.58165
1915 | 2.947064 4.558458 0.65 0.518 -5.98986 11.88399
1919 | 9.692454 4.850437 2.00 0.046 .1831009 19.20181
1920 | 30.78848 8.037394 3.83 0.000 15.03105 46.5459
1925 | 23.54976 5.447255 4.32 0.000 12.87034 34.22918
1926 | 13.20141 5.087387 2.59 0.009 3.227516 23.17531
1927 | 6.589363 4.467419 1.47 0.140 -2.169078 15.3478
1929 | 14.49133 5.837528 2.48 0.013 3.046773 25.93589
1999 | 12.81842 9.938309 1.29 0.197 -6.665779 32.30262
2000 | 4.136071 4.081261 1.01 0.311 -3.865299 12.13744
2001 | 9.742323 5.251867 1.86 0.064 -.5540397 20.03869
2002 | 12.90696 4.970124 2.60 0.009 3.162961 22.65096
2003 | 39.80673 9.405896 4.23 0.000 21.36633 58.24712
2004 | 15.92799 5.458825 2.92 0.004 5.225886 26.6301
2005 | 7.284988 5.319981 1.37 0.171 -3.144912 17.71489
2006 | 112.9576 13.20982 8.55 0.000 87.0596 138.8557
2007 | 10.50477 4.786947 2.19 0.028 1.11989 19.88965
2008 | 12.47307 4.448296 2.80 0.005 3.752121 21.19402
2009 | 10.77461 6.35815 1.69 0.090 -1.690633 23.23986
2010 | .9581006 4.639769 0.21 0.836 -8.138234 10.05444
2011 | 3.56817 4.927082 0.72 0.469 -6.091446 13.22779
2012 | 3.157126 5.331256 0.59 0.554 -7.294879 13.60913
2013 | 12.15081 4.688709 2.59 0.010 2.958525 21.34309
2014 | 7.552196 5.146443 1.47 0.142 -2.537481 17.64187
2015 | 9.202894 5.019953 1.83 0.067 -.6387969 19.04459
2030 | 52.34631 33.40317 1.57 0.117 -13.1411 117.8337
2099 | 21.58838 7.815704 2.76 0.006 6.26558 36.91118
2100 | 10.76885 5.73653 1.88 0.061 -.4777019 22.0154
2101 | 14.30056 5.082151 2.81 0.005 4.336933 24.2642
2102 | 9.128924 4.566632 2.00 0.046 .175976 18.08187
2103 | 9.38029 4.478978 2.09 0.036 .599189 18.16139
2104 | 5.439035 4.288919 1.27 0.205 -2.969452 13.84752
2105 | 13.50165 6.1823 2.18 0.029 1.381165 25.62214
2199 | 2.095634 5.08585 0.41 0.680 -7.875248 12.06652
9999 | 40.13782 9.255614 4.34 0.000 21.99206 58.28359
|
house_administration | 11.22317 5.364768 2.09 0.036 .7054628 21.74088
house_agriculture | 5.417081 1.322759 4.10 0.000 2.823792 8.01037
house_appropriations | 5.935375 3.72674 1.59 0.111 -1.370954 13.2417
house_armedservices | 2.793232 2.958495 0.94 0.345 -3.006941 8.593405
house_budget | 6.114365 2.694394 2.27 0.023 .8319672 11.39676
house_dc | .5630135 2.686317 0.21 0.834 -4.70355 5.829576
house_educlabor | -1.567175 1.873565 -0.84 0.403 -5.240327 2.105977
house_energycommerce | 5.081894 1.580527 3.22 0.001 1.983249 8.180539
house_foreignaffairs | 6.076827 4.004268 1.52 0.129 -1.7736 13.92725
house_governmentop | 6.433254 2.968754 2.17 0.030 .6129694 12.25354
house_intelligence | 42.20317 31.25081 1.35 0.177 -19.0645 103.4708
house_interior | -2.374773 2.400149 -0.99 0.323 -7.080301 2.330755
house_judiciary | 3.369906 1.078463 3.12 0.002 1.255564 5.484249
house_mmf | .3249408 2.304468 0.14 0.888 -4.193002 4.842884
house_pocs | 10.25131 5.578487 1.84 0.066 -.6853991 21.18801
house_pwt | 5.372506 2.357764 2.28 0.023 .7500746 9.994937
house_rules | 2.975206 2.102181 1.42 0.157 -1.14615 7.096562
house_sst | 5.826004 2.617692 2.23 0.026 .6939799 10.95803
house_smallbusi | -2.749884 1.766818 -1.56 0.120 -6.213756 .7139884
house_soc | 7.694529 7.219795 1.07 0.287 -6.459983 21.84904
house_veterans | 8.890993 5.426645 1.64 0.101 -1.748024 19.53001
house_waysandmeans | 6.517258 1.441793 4.52 0.000 3.690602 9.343914
house_naturalresources | .8370863 1.617474 0.52 0.605 -2.333995 4.008167
house_bfs | -1.172497 1.957816 -0.60 0.549 -5.010823 2.665829
house_eeo | -1.482481 4.295301 -0.35 0.730 -9.903481 6.938518
house_govreform | 3.395427 1.558296 2.18 0.029 .3403644 6.45049
house_ir | 6.601529 2.114436 3.12 0.002 2.456146 10.74691
house_natsecur | 2.197345 2.774837 0.79 0.428 -3.242764 7.637454
house_oversight | 5.719778 1.92585 2.97 0.003 1.944121 9.495434
house_resources | -1.233295 1.665174 -0.74 0.459 -4.497894 2.031303
house_science | -2.92181 1.613484 -1.81 0.070 -6.085069 .2414485
house_transp | 3.797001 1.817547 2.09 0.037 .233673 7.360329
house_homeland | .7831119 2.061625 0.38 0.704 -3.258733 4.824957
_cons | -2.196224 4.575773 -0.48 0.631 -11.16709 6.774644
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 3,038 1 0 1 1
j = 4 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if sponsor_party==100 & tag_bill==1 & women_friend1==0, robust cluster(group_sponsor)
(sum of wgt is 38,311.6110142469)
Linear regression Number of obs = 19,244
F(197, 2225) = .
Prob > F = .
R-squared = 0.1379
Root MSE = 35.22
(Std. Err. adjusted for 2,226 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 1.72962 1.152315 1.50 0.133 -.5301051 3.989345
|
v2 |
102 | -.9633935 3.569789 -0.27 0.787 -7.963859 6.037072
103 | -6.318236 3.268712 -1.93 0.053 -12.72828 .0918084
104 | -6.844993 3.969594 -1.72 0.085 -14.62949 .9395019
105 | -3.848691 3.709272 -1.04 0.300 -11.12269 3.425306
106 | -5.109519 3.786274 -1.35 0.177 -12.53452 2.31548
107 | -6.574582 3.716059 -1.77 0.077 -13.86189 .7127235
108 | -5.004823 3.846512 -1.30 0.193 -12.54795 2.538305
109 | -7.363493 3.708648 -1.99 0.047 -14.63627 -.0907192
110 | -6.308654 3.751517 -1.68 0.093 -13.6655 1.048187
111 | -9.087762 3.815518 -2.38 0.017 -16.57011 -1.605414
|
minor |
101 | -3.66408 4.850547 -0.76 0.450 -13.17615 5.847992
103 | -5.359718 4.245692 -1.26 0.207 -13.68565 2.966215
104 | -4.564312 5.124168 -0.89 0.373 -14.61296 5.484338
105 | .6288541 5.423536 0.12 0.908 -10.00687 11.26457
107 | 3.622309 6.315443 0.57 0.566 -8.762468 16.00709
108 | 10.25261 5.90037 1.74 0.082 -1.318195 21.82342
110 | 2.746774 9.684632 0.28 0.777 -16.24509 21.73863
400 | 4.29861 6.01728 0.71 0.475 -7.501462 16.09868
401 | -6.318359 4.736907 -1.33 0.182 -15.60758 2.970861
402 | -1.523835 4.516278 -0.34 0.736 -10.3804 7.332726
403 | .1610798 4.89797 0.03 0.974 -9.443991 9.76615
404 | 3.272696 6.163873 0.53 0.596 -8.814848 15.36024
405 | 10.65287 8.669695 1.23 0.219 -6.34867 27.65441
498 | -.1010351 5.66608 -0.02 0.986 -11.21239 11.01032
499 | -5.005333 4.413649 -1.13 0.257 -13.66063 3.64997
700 | .7421069 5.103929 0.15 0.884 -9.266855 10.75107
701 | 4.506786 4.931818 0.91 0.361 -5.16466 14.17823
703 | -2.842788 4.645176 -0.61 0.541 -11.95212 6.266545
704 | -1.313086 4.878936 -0.27 0.788 -10.88083 8.254659
705 | 5.340335 5.255304 1.02 0.310 -4.965479 15.64615
707 | 18.43863 14.00368 1.32 0.188 -9.023023 45.90028
708 | 4.442644 4.942686 0.90 0.369 -5.250116 14.1354
709 | 10.14118 5.468739 1.85 0.064 -.5831905 20.86554
710 | 6.413314 5.302192 1.21 0.227 -3.984447 16.81108
711 | 13.93031 7.543942 1.85 0.065 -.8635944 28.72421
798 | 4.261294 5.406928 0.79 0.431 -6.341858 14.86445
799 | -6.121464 4.637212 -1.32 0.187 -15.21518 2.972252
800 | 1.280032 5.521106 0.23 0.817 -9.547027 12.10709
801 | -4.854545 4.664016 -1.04 0.298 -14.00082 4.291734
802 | -6.204791 4.875083 -1.27 0.203 -15.76498 3.355396
803 | -1.439431 4.345925 -0.33 0.741 -9.961924 7.083062
805 | 3.665255 5.113869 0.72 0.474 -6.3632 13.69371
806 | -1.507166 4.429545 -0.34 0.734 -10.19364 7.179309
807 | 6.992256 4.948435 1.41 0.158 -2.711777 16.69629
898 | -2.880224 8.709144 -0.33 0.741 -19.95912 14.19868
899 | -.3173416 6.198674 -0.05 0.959 -12.47313 11.83845
1000 | -1.818324 4.896241 -0.37 0.710 -11.42 7.783355
1001 | -2.726232 4.454168 -0.61 0.541 -11.46099 6.008528
1002 | -3.500263 4.683738 -0.75 0.455 -12.68522 5.684691
1003 | -.1050047 4.559984 -0.02 0.982 -9.047274 8.837264
1005 | 4.758741 6.227358 0.76 0.445 -7.4533 16.97078
1006 | .9320703 5.254303 0.18 0.859 -9.37178 11.23592
1007 | 1.275965 4.992024 0.26 0.798 -8.513548 11.06548
1010 | -.4029491 5.425845 -0.07 0.941 -11.0432 10.2373
1098 | -8.819377 5.306624 -1.66 0.097 -19.22583 1.587076
1099 | 7.557999 9.362226 0.81 0.420 -10.80161 25.91761
1400 | 4.593661 5.115817 0.90 0.369 -5.438613 14.62593
1401 | 11.1111 5.117925 2.17 0.030 1.074693 21.14751
1403 | 11.89087 5.081471 2.34 0.019 1.925947 21.85579
1404 | 2.142167 7.073536 0.30 0.762 -11.72925 16.01359
1405 | 1.980013 4.114435 0.48 0.630 -6.088521 10.04855
1406 | 9.510063 6.458727 1.47 0.141 -3.155699 22.17583
1407 | -2.850861 8.093156 -0.35 0.725 -18.72179 13.02007
1408 | -3.844228 5.340776 -0.72 0.472 -14.31765 6.629198
1409 | 17.80787 6.232713 2.86 0.004 5.585324 30.03041
1410 | 5.314672 5.001504 1.06 0.288 -4.493432 15.12278
1499 | -2.161337 5.393349 -0.40 0.689 -12.73786 8.415186
1500 | -.3409426 6.042584 -0.06 0.955 -12.19064 11.50875
1501 | 7.066847 4.379822 1.61 0.107 -1.522117 15.65581
1502 | 15.48998 8.379456 1.85 0.065 -.9423924 31.92235
1504 | 30.29801 20.20083 1.50 0.134 -9.316434 69.91246
1505 | -7.181603 6.778749 -1.06 0.290 -20.47494 6.111733
1507 | -3.362532 4.591559 -0.73 0.464 -12.36672 5.641656
1520 | -1.954399 4.343165 -0.45 0.653 -10.47148 6.56268
1521 | -.1847949 4.186873 -0.04 0.965 -8.395382 8.025792
1522 | -2.416883 4.962719 -0.49 0.626 -12.14893 7.315162
1523 | .7136811 3.921994 0.18 0.856 -6.977469 8.404831
1524 | 8.680559 8.231819 1.05 0.292 -7.462291 24.82341
1525 | 5.644783 5.684468 0.99 0.321 -5.502634 16.7922
1526 | -.8170961 4.467925 -0.18 0.855 -9.578835 7.944643
1599 | 2.629119 5.728637 0.46 0.646 -8.604915 13.86315
1600 | -3.797404 4.439797 -0.86 0.392 -12.50398 4.909176
1602 | 8.739234 10.16483 0.86 0.390 -11.19432 28.67279
1603 | -68.95001 42.32987 -1.63 0.103 -151.9602 14.06017
1604 | -6.059618 4.594495 -1.32 0.187 -15.06956 2.950327
1605 | 6.091712 7.896048 0.77 0.440 -9.392682 21.5761
1606 | 19.26995 12.14293 1.59 0.113 -4.542701 43.08261
1608 | 3.390518 6.519924 0.52 0.603 -9.395254 16.17629
1609 | 1.40752 7.973354 0.18 0.860 -14.22847 17.04351
1610 | 5.39293 5.691476 0.95 0.343 -5.768229 16.55409
1611 | -4.760015 4.85303 -0.98 0.327 -14.27696 4.756927
1612 | 4.713849 5.395709 0.87 0.382 -5.867303 15.295
1614 | 2.833698 5.613034 0.50 0.614 -8.173634 13.84103
1615 | -5.819261 5.688422 -1.02 0.306 -16.97443 5.335909
1616 | -1.345124 4.516936 -0.30 0.766 -10.20297 7.512727
1617 | -5.713924 6.653644 -0.86 0.391 -18.76192 7.334076
1619 | 3.774287 9.264321 0.41 0.684 -14.39333 21.9419
1620 | -2.263092 5.107879 -0.44 0.658 -12.2798 7.753615
1698 | -3.612957 5.9407 -0.61 0.543 -15.26285 8.036937
1699 | 45.88692 17.57122 2.61 0.009 11.42923 80.34462
1700 | 6.029004 5.77371 1.04 0.296 -5.29342 17.35143
1701 | 1.140217 4.807318 0.24 0.813 -8.287081 10.56752
1704 | 1.09889 7.213943 0.15 0.879 -13.04787 15.24565
1705 | -5.162457 7.379535 -0.70 0.484 -19.63395 9.309038
1706 | -4.025999 4.962895 -0.81 0.417 -13.75839 5.70639
1707 | -3.4274 7.022672 -0.49 0.626 -17.19908 10.34428
1708 | 6.380078 5.695572 1.12 0.263 -4.789113 17.54927
1709 | 1.287509 5.445447 0.24 0.813 -9.391181 11.9662
1798 | 8.476575 6.749936 1.26 0.209 -4.760256 21.71341
1799 | 14.04858 12.44649 1.13 0.259 -10.35937 38.45653
1800 | -4.478372 5.493525 -0.82 0.415 -15.25134 6.294599
1802 | 5.900794 8.012746 0.74 0.462 -9.812447 21.61404
1803 | -4.936538 5.311362 -0.93 0.353 -15.35228 5.479206
1804 | -5.895343 5.241439 -1.12 0.261 -16.17397 4.383279
1806 | 2.834549 4.488366 0.63 0.528 -5.967275 11.63637
1807 | -9.313746 5.882782 -1.58 0.114 -20.85006 2.22257
1808 | 19.08337 13.60916 1.40 0.161 -7.604614 45.77135
1899 | -12.88889 9.366811 -1.38 0.169 -31.25749 5.479717
1900 | -2.789143 5.570904 -0.50 0.617 -13.71386 8.135572
1901 | 7.74137 7.258922 1.07 0.286 -6.4936 21.97634
1902 | 5.317965 7.022836 0.76 0.449 -8.454032 19.08996
1905 | 23.93737 8.448759 2.83 0.005 7.369089 40.50564
1906 | 1.432781 4.807801 0.30 0.766 -7.995464 10.86103
1907 | 10.06116 11.31907 0.89 0.374 -12.13589 32.25821
1908 | -6.283621 7.987031 -0.79 0.432 -21.94643 9.379192
1909 | -3.011555 6.854615 -0.44 0.660 -16.45367 10.43056
1910 | -2.267698 6.359303 -0.36 0.721 -14.73849 10.20309
1911 | 8.735968 9.347904 0.93 0.350 -9.595559 27.0675
1912 | -20.25284 24.36773 -0.83 0.406 -68.03871 27.53302
1914 | -2.490436 6.118338 -0.41 0.684 -14.48869 9.507813
1915 | -5.232903 5.193744 -1.01 0.314 -15.41799 4.952189
1919 | .552754 7.7242 0.07 0.943 -14.59464 15.70015
1920 | 11.90394 9.91143 1.20 0.230 -7.532682 31.34055
1925 | 20.14048 7.713627 2.61 0.009 5.013823 35.26714
1926 | 20.62718 8.998922 2.29 0.022 2.980015 38.27434
1927 | -4.670788 5.33994 -0.87 0.382 -15.14258 5.801
1929 | -5.465895 6.210096 -0.88 0.379 -17.64409 6.712294
1999 | 12.98938 19.74385 0.66 0.511 -25.72892 51.70769
2000 | -2.975071 5.245257 -0.57 0.571 -13.26118 7.311039
2001 | 4.175971 5.169079 0.81 0.419 -5.960752 14.31269
2002 | -.3169199 4.699124 -0.07 0.946 -9.532047 8.898207
2003 | 22.03168 7.932439 2.78 0.006 6.475921 37.58743
2004 | 11.77098 5.809281 2.03 0.043 .3787989 23.16316
2005 | -8.452682 6.278995 -1.35 0.178 -20.76598 3.86062
2006 | 98.10522 14.20671 6.91 0.000 70.24542 125.965
2007 | -.4534989 4.562483 -0.10 0.921 -9.400668 8.49367
2008 | 2.923323 4.604712 0.63 0.526 -6.106658 11.9533
2009 | 7.589064 9.435608 0.80 0.421 -10.91445 26.09258
2010 | -10.02148 4.33634 -2.31 0.021 -18.52518 -1.517788
2011 | -10.76211 6.240092 -1.72 0.085 -22.99913 1.474898
2012 | -8.299992 7.008563 -1.18 0.236 -22.044 5.444015
2013 | 5.136287 5.246754 0.98 0.328 -5.152759 15.42533
2014 | .1981591 7.083242 0.03 0.978 -13.6923 14.08862
2015 | 1.858486 5.435799 0.34 0.732 -8.801282 12.51825
2030 | 18.0646 13.44981 1.34 0.179 -8.310899 44.44009
2099 | 12.78712 10.0682 1.27 0.204 -6.956929 32.53117
2100 | 1.564368 11.09027 0.14 0.888 -20.18399 23.31273
2101 | 7.080812 6.71897 1.05 0.292 -6.095294 20.25692
2102 | 1.060134 4.510123 0.24 0.814 -7.784356 9.904624
2103 | 4.370109 5.005186 0.87 0.383 -5.445214 14.18543
2104 | -2.986996 4.487965 -0.67 0.506 -11.78803 5.814042
2105 | -.6340695 6.398829 -0.10 0.921 -13.18237 11.91423
2199 | -11.09522 4.792283 -2.32 0.021 -20.49303 -1.697402
9999 | 40.02335 10.32123 3.88 0.000 19.78311 60.2636
|
house_administration | 19.65823 9.341179 2.10 0.035 1.339888 37.97657
house_agriculture | 4.012447 1.783836 2.25 0.025 .5142892 7.510605
house_appropriations | .1252413 9.038682 0.01 0.989 -17.59989 17.85038
house_armedservices | -.1293655 4.305209 -0.03 0.976 -8.572013 8.313282
house_budget | 1.891933 3.173577 0.60 0.551 -4.33155 8.115416
house_dc | -4.844007 6.128814 -0.79 0.429 -16.8628 7.174785
house_educlabor | -2.077471 3.141941 -0.66 0.509 -8.238915 4.083972
house_energycommerce | 7.117293 2.401605 2.96 0.003 2.407672 11.82691
house_foreignaffairs | 11.94413 4.885008 2.45 0.015 2.364483 21.52378
house_governmentop | -.5823847 4.702849 -0.12 0.901 -9.804817 8.640047
house_intelligence | 71.22785 46.6105 1.53 0.127 -20.17677 162.6325
house_interior | -7.929195 4.444036 -1.78 0.075 -16.64409 .785697
house_judiciary | 3.854496 1.347224 2.86 0.004 1.21255 6.496443
house_mmf | -1.953762 3.762929 -0.52 0.604 -9.332981 5.425457
house_pocs | -.3257379 7.580634 -0.04 0.966 -15.19159 14.54012
house_pwt | -.57499 1.844998 -0.31 0.755 -4.193089 3.043108
house_rules | 5.01475 3.513636 1.43 0.154 -1.875598 11.9051
house_sst | 1.94943 2.263698 0.86 0.389 -2.489752 6.388611
house_smallbusi | -1.029396 2.236827 -0.46 0.645 -5.415882 3.35709
house_soc | 6.409273 12.05767 0.53 0.595 -17.23619 30.05474
house_veterans | 12.67143 9.12472 1.39 0.165 -5.222428 30.56528
house_waysandmeans | 6.567979 2.218074 2.96 0.003 2.218268 10.91769
house_naturalresources | -.5766252 2.659862 -0.22 0.828 -5.792697 4.639446
house_bfs | -4.103884 4.413549 -0.93 0.353 -12.75899 4.551221
house_eeo | -.9873038 3.783952 -0.26 0.794 -8.40775 6.433143
house_govreform | 8.37213 2.434337 3.44 0.001 3.598321 13.14594
house_ir | 8.64473 3.12074 2.77 0.006 2.524863 14.7646
house_natsecur | 1.815592 3.869782 0.47 0.639 -5.773169 9.404354
house_oversight | 1.629879 2.596191 0.63 0.530 -3.461331 6.721089
house_resources | 1.73221 3.403634 0.51 0.611 -4.942421 8.406842
house_science | -.7754744 1.761529 -0.44 0.660 -4.229888 2.678939
house_transp | 4.426154 3.090386 1.43 0.152 -1.634187 10.4865
house_homeland | 3.763007 2.869898 1.31 0.190 -1.864951 9.390965
_cons | 11.74602 5.049742 2.33 0.020 1.843321 21.64872
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,540 1 0 1 1
j = 4 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if sponsor_party==200 & tag_bill==1 & women_friend1==0, robust cluster(group_sponsor)
(sum of wgt is 34,345.1966582537)
Linear regression Number of obs = 18,278
F(197, 2081) = 10.49
Prob > F = 0.0000
R-squared = 0.1828
Root MSE = 32.045
(Std. Err. adjusted for 2,082 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 2.093897 .9983852 2.10 0.036 .1359595 4.051835
|
v2 |
102 | -2.021101 1.853222 -1.09 0.276 -5.655463 1.613261
103 | -3.143615 1.690301 -1.86 0.063 -6.458472 .1712419
104 | 1.01893 2.042994 0.50 0.618 -2.987595 5.025455
105 | 2.261815 1.774771 1.27 0.203 -1.218696 5.742326
106 | 5.192978 2.180795 2.38 0.017 .916211 9.469745
107 | 2.406266 1.726347 1.39 0.164 -.9792804 5.791812
108 | 3.847849 2.680252 1.44 0.151 -1.408406 9.104104
109 | .3826124 1.732659 0.22 0.825 -3.015314 3.780539
110 | -2.990999 1.74918 -1.71 0.087 -6.421325 .4393264
111 | -2.559591 2.104664 -1.22 0.224 -6.687058 1.567875
|
minor |
101 | 3.685468 6.916541 0.53 0.594 -9.878592 17.24953
103 | 16.75995 14.73169 1.14 0.255 -12.13043 45.65033
104 | 2.809721 5.744594 0.49 0.625 -8.456029 14.07547
105 | 11.67861 6.514963 1.79 0.073 -1.097916 24.45513
107 | 16.9661 5.356948 3.17 0.002 6.460566 27.47164
108 | 4.231754 4.89979 0.86 0.388 -5.377248 13.84075
110 | 16.37671 16.04557 1.02 0.308 -15.09034 47.84375
400 | 3.553883 5.38216 0.66 0.509 -7.001097 14.10886
401 | 7.97896 7.243915 1.10 0.271 -6.227115 22.18504
402 | 9.074182 5.062773 1.79 0.073 -.8544449 19.00281
403 | 23.74088 7.735004 3.07 0.002 8.571727 38.91003
404 | 8.876281 4.915459 1.81 0.071 -.7634477 18.51601
405 | 5.354328 6.329591 0.85 0.398 -7.058662 17.76732
498 | 12.5206 8.537661 1.47 0.143 -4.222647 29.26385
499 | 17.74095 11.59634 1.53 0.126 -5.000684 40.48258
700 | 4.317772 4.849797 0.89 0.373 -5.193187 13.82873
701 | 19.32347 10.74171 1.80 0.072 -1.742143 40.38909
703 | 2.151381 4.713863 0.46 0.648 -7.092998 11.39576
704 | 4.114652 4.987989 0.82 0.410 -5.667315 13.89662
705 | 17.8605 7.4632 2.39 0.017 3.224386 32.49662
707 | 7.934576 6.736112 1.18 0.239 -5.275644 21.1448
708 | 22.02372 9.246638 2.38 0.017 3.890098 40.15735
709 | 13.88474 5.326856 2.61 0.009 3.438214 24.33126
710 | 4.220335 4.798827 0.88 0.379 -5.190668 13.63134
711 | 4.375588 4.726162 0.93 0.355 -4.892909 13.64409
798 | 4.749996 6.471483 0.73 0.463 -7.94126 17.44125
799 | 14.41198 6.183427 2.33 0.020 2.28563 26.53832
800 | -.3284424 5.152946 -0.06 0.949 -10.43391 9.777023
801 | 2.197748 5.287466 0.42 0.678 -8.171526 12.56702
802 | 2.92479 5.243112 0.56 0.577 -7.3575 13.20708
803 | 8.247505 4.997219 1.65 0.099 -1.552565 18.04757
805 | -.8178416 4.879195 -0.17 0.867 -10.38645 8.75077
806 | 5.592618 5.054824 1.11 0.269 -4.320422 15.50566
807 | 8.09046 5.03512 1.61 0.108 -1.783937 17.96486
898 | 8.276657 5.554059 1.49 0.136 -2.615434 19.16875
899 | -.4461214 5.773989 -0.08 0.938 -11.76952 10.87728
1000 | 1.960891 5.779113 0.34 0.734 -9.372553 13.29434
1001 | 9.562507 5.807373 1.65 0.100 -1.826359 20.95137
1002 | 8.253529 5.404021 1.53 0.127 -2.344323 18.85138
1003 | 8.762786 5.79966 1.51 0.131 -2.610954 20.13653
1005 | 2.006434 5.313442 0.38 0.706 -8.413782 12.42665
1006 | 15.26333 6.795433 2.25 0.025 1.936779 28.58989
1007 | 2.644997 4.641641 0.57 0.569 -6.457746 11.74774
1010 | 3.423271 5.99247 0.57 0.568 -8.328588 15.17513
1098 | -2.064626 4.798162 -0.43 0.667 -11.47432 7.345072
1099 | 13.51935 12.53449 1.08 0.281 -11.0621 38.1008
1400 | 11.45357 6.153092 1.86 0.063 -.6132873 23.52043
1401 | 18.56125 7.219907 2.57 0.010 4.402259 32.72025
1403 | 4.752586 6.393385 0.74 0.457 -7.785512 17.29068
1404 | 2.739255 5.494772 0.50 0.618 -8.036567 13.51508
1405 | 2.208063 5.139443 0.43 0.668 -7.870922 12.28705
1406 | 11.8777 9.622744 1.23 0.217 -6.993509 30.74891
1407 | 10.11817 6.743807 1.50 0.134 -3.107141 23.34348
1408 | 40.57745 26.52565 1.53 0.126 -11.44213 92.59704
1409 | 29.07516 12.69537 2.29 0.022 4.178219 53.97211
1410 | 15.22348 5.93686 2.56 0.010 3.580675 26.86628
1499 | 4.513516 6.363174 0.71 0.478 -7.965333 16.99237
1500 | 7.610153 6.780248 1.12 0.262 -5.686622 20.90693
1501 | 8.802505 5.059709 1.74 0.082 -1.120113 18.72512
1502 | 6.958474 5.217624 1.33 0.182 -3.273832 17.19078
1504 | 12.64698 6.174236 2.05 0.041 .5386536 24.7553
1505 | 10.73625 5.501956 1.95 0.051 -.0536617 21.52616
1507 | 23.03847 15.04059 1.53 0.126 -6.457695 52.53464
1520 | 18.49206 14.64555 1.26 0.207 -10.22939 47.21351
1521 | 6.617324 4.763173 1.39 0.165 -2.723757 15.9584
1522 | 9.096299 5.924995 1.54 0.125 -2.523237 20.71583
1523 | 7.290138 4.801583 1.52 0.129 -2.126269 16.70654
1524 | 35.37385 18.15062 1.95 0.051 -.2214027 70.96911
1525 | 11.00787 5.807803 1.90 0.058 -.381843 22.39757
1526 | 16.68791 6.921645 2.41 0.016 3.113841 30.26198
1599 | 39.10876 24.74401 1.58 0.114 -9.416836 87.63436
1600 | 19.35004 17.40176 1.11 0.266 -14.77663 53.47672
1602 | 11.64948 11.88749 0.98 0.327 -11.66314 34.96209
1603 | 8.875923 9.063767 0.98 0.328 -8.899073 26.65092
1604 | 15.18661 6.419461 2.37 0.018 2.59738 27.77585
1605 | 17.5609 7.291945 2.41 0.016 3.260634 31.86117
1606 | 2.997895 6.229774 0.48 0.630 -9.219344 15.21513
1608 | 16.04965 5.989196 2.68 0.007 4.304208 27.79509
1609 | 14.1241 5.605396 2.52 0.012 3.13133 25.11686
1610 | 8.818656 9.977457 0.88 0.377 -10.74818 28.38549
1611 | 3.000748 5.92358 0.51 0.613 -8.616013 14.61751
1612 | 7.488024 5.927242 1.26 0.207 -4.135917 19.11197
1614 | -4.246092 5.166465 -0.82 0.411 -14.37807 5.885886
1615 | 3.832457 5.205553 0.74 0.462 -6.376178 14.04109
1616 | -6.353925 4.674526 -1.36 0.174 -15.52116 2.813308
1617 | 12.51751 6.916815 1.81 0.070 -1.047083 26.08211
1619 | .5150522 7.444794 0.07 0.945 -14.08497 15.11507
1620 | .5378107 5.085814 0.11 0.916 -9.436003 10.51162
1698 | -6.949751 5.854888 -1.19 0.235 -18.4318 4.532296
1699 | 14.52616 6.847451 2.12 0.034 1.097591 27.95473
1700 | 26.64739 14.36669 1.85 0.064 -1.527179 54.82197
1701 | 6.914413 5.314403 1.30 0.193 -3.507688 17.33651
1704 | 3.147419 5.155474 0.61 0.542 -6.963005 13.25784
1705 | -2.654709 6.163094 -0.43 0.667 -14.74118 9.431762
1706 | 17.23668 6.18908 2.79 0.005 5.099249 29.37411
1707 | 19.65631 6.496634 3.03 0.003 6.915731 32.39689
1708 | 5.119629 4.75043 1.08 0.281 -4.196462 14.43572
1709 | 22.87356 6.297936 3.63 0.000 10.52265 35.22448
1798 | 27.17544 11.01009 2.47 0.014 5.583503 48.76739
1799 | 3.160881 5.332084 0.59 0.553 -7.295893 13.61766
1800 | -.9231115 4.988564 -0.19 0.853 -10.70621 8.859984
1802 | -.5097299 4.871751 -0.10 0.917 -10.06374 9.044283
1803 | 18.69308 9.519417 1.96 0.050 .0245042 37.36165
1804 | 3.123505 5.150292 0.61 0.544 -6.976756 13.22377
1806 | 1.231072 4.563006 0.27 0.787 -7.71746 10.17961
1807 | -7.878667 4.634097 -1.70 0.089 -16.96662 1.209283
1808 | -6.493019 5.414202 -1.20 0.231 -17.11083 4.124797
1899 | 10.95249 13.78464 0.79 0.427 -16.08063 37.98562
1900 | 2.299131 5.596544 0.41 0.681 -8.676278 13.27454
1901 | 9.967233 5.379518 1.85 0.064 -.582565 20.51703
1902 | 33.22727 14.46047 2.30 0.022 4.868773 61.58577
1905 | 14.04517 9.374978 1.50 0.134 -4.340142 32.43048
1906 | 6.686602 5.200988 1.29 0.199 -3.513079 16.88628
1907 | 5.341901 7.590419 0.70 0.482 -9.543705 20.22751
1908 | 6.587449 7.640263 0.86 0.389 -8.395906 21.5708
1909 | 4.690067 5.817563 0.81 0.420 -6.718782 16.09892
1910 | 27.90086 7.725191 3.61 0.000 12.75095 43.05076
1911 | 8.553762 6.461047 1.32 0.186 -4.117028 21.22455
1912 | -1.860306 4.658978 -0.40 0.690 -10.99705 7.276438
1914 | 8.417897 5.599175 1.50 0.133 -2.562671 19.39847
1915 | -3.536515 5.141451 -0.69 0.492 -13.61944 6.546409
1919 | 7.537496 5.34684 1.41 0.159 -2.948217 18.02321
1920 | 40.252 11.83786 3.40 0.001 17.03673 63.46728
1925 | 20.87562 6.351103 3.29 0.001 8.420438 33.33079
1926 | 14.88079 6.026849 2.47 0.014 3.061508 26.70007
1927 | 9.01229 5.838919 1.54 0.123 -2.438442 20.46302
1929 | 20.46253 7.776762 2.63 0.009 5.211484 35.71357
1999 | 3.177297 6.355219 0.50 0.617 -9.285952 15.64055
2000 | 1.324432 4.86115 0.27 0.785 -8.208792 10.85766
2001 | 3.255859 4.909237 0.66 0.507 -6.371667 12.88339
2002 | 13.92232 6.274556 2.22 0.027 1.617262 26.22738
2003 | 32.67348 12.42573 2.63 0.009 8.305314 57.04164
2004 | 5.542246 5.170951 1.07 0.284 -4.598531 15.68302
2005 | 3.866592 6.487555 0.60 0.551 -8.856182 16.58937
2006 | 117.2867 25.45745 4.61 0.000 67.36201 167.2115
2007 | 10.29574 8.156293 1.26 0.207 -5.6996 26.29109
2008 | 11.9247 5.170746 2.31 0.021 1.784327 22.06508
2009 | 4.807339 7.257554 0.66 0.508 -9.425484 19.04016
2011 | 6.045621 4.721984 1.28 0.201 -3.214683 15.30593
2012 | 3.431892 4.968143 0.69 0.490 -6.311157 13.17494
2013 | 6.283873 5.64889 1.11 0.266 -4.79419 17.36194
2014 | 5.236606 5.590976 0.94 0.349 -5.727883 16.20109
2015 | 4.256595 6.167495 0.69 0.490 -7.838508 16.3517
2030 | 50.02012 32.05387 1.56 0.119 -12.84087 112.8811
2099 | 18.88929 9.478382 1.99 0.046 .3011896 37.47739
2100 | 5.571566 5.381118 1.04 0.301 -4.981368 16.1245
2101 | 9.078703 4.743947 1.91 0.056 -.2246735 18.38208
2102 | 3.713295 4.71753 0.79 0.431 -5.538274 12.96486
2103 | 3.285257 4.728632 0.69 0.487 -5.988084 12.5586
2104 | 1.870525 4.6104 0.41 0.685 -7.170953 10.912
2105 | 12.62959 7.863487 1.61 0.108 -2.791533 28.05071
2199 | 3.166151 5.52393 0.57 0.567 -7.666854 13.99916
9999 | 25.31912 13.11407 1.93 0.054 -.3989483 51.03719
|
house_administration | 1.270834 2.610679 0.49 0.626 -3.848981 6.390649
house_agriculture | 5.790353 1.565014 3.70 0.000 2.721197 8.85951
house_appropriations | 7.121511 3.667835 1.94 0.052 -.0714975 14.31452
house_armedservices | 5.678025 4.102986 1.38 0.167 -2.36836 13.72441
house_budget | 7.879461 4.092978 1.93 0.054 -.1472967 15.90622
house_dc | 3.175852 3.192243 0.99 0.320 -3.084471 9.436175
house_educlabor | -3.776176 2.243184 -1.68 0.092 -8.175294 .6229414
house_energycommerce | 3.947 1.489274 2.65 0.008 1.026378 6.867621
house_foreignaffairs | 1.998014 2.61819 0.76 0.445 -3.136531 7.13256
house_governmentop | 12.86233 3.595452 3.58 0.000 5.811274 19.91339
house_intelligence | 5.658028 8.567476 0.66 0.509 -11.14369 22.45975
house_interior | -.1199921 2.210204 -0.05 0.957 -4.454434 4.214449
house_judiciary | 3.604464 1.700229 2.12 0.034 .2701377 6.938791
house_mmf | 3.234324 2.263458 1.43 0.153 -1.204554 7.673202
house_pocs | 13.949 6.054255 2.30 0.021 2.075973 25.82203
house_pwt | 4.429217 2.488704 1.78 0.075 -.4513907 9.309826
house_rules | 4.460126 2.75263 1.62 0.105 -.9380694 9.858322
house_sst | 8.908512 4.557483 1.95 0.051 -.029188 17.84621
house_smallbusi | -2.677367 2.745693 -0.98 0.330 -8.061959 2.707225
house_soc | -2.834633 4.158133 -0.68 0.495 -10.98917 5.319901
house_veterans | 3.23094 3.569523 0.91 0.365 -3.769268 10.23115
house_waysandmeans | 8.791371 3.121319 2.82 0.005 2.670137 14.9126
house_naturalresources | 4.448984 2.227637 2.00 0.046 .0803546 8.817614
house_bfs | 1.752955 2.242149 0.78 0.434 -2.644133 6.150044
house_eeo | 3.218369 8.110563 0.40 0.692 -12.68729 19.12403
house_govreform | .3791867 1.915448 0.20 0.843 -3.377208 4.135581
house_ir | 4.046117 2.189731 1.85 0.065 -.2481744 8.340409
house_natsecur | 4.700316 4.446932 1.06 0.291 -4.020582 13.42121
house_oversight | 7.721625 2.247976 3.43 0.001 3.313109 12.13014
house_resources | -1.601077 1.422193 -1.13 0.260 -4.390146 1.187991
house_science | -2.649776 2.772432 -0.96 0.339 -8.086805 2.787253
house_transp | 4.050752 1.565071 2.59 0.010 .9814831 7.12002
house_homeland | .225702 2.577713 0.09 0.930 -4.829463 5.280867
_cons | -1.554929 4.980028 -0.31 0.755 -11.32128 8.211426
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,496 1 0 1 1
j = 5 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(7,341 missing values generated)
(54,749 missing values generated)
(47,408 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if tag_bill==1 & women_friend1==0, robust cluster(group_sponsor)
(sum of wgt is 70,500.9534721375)
Linear regression Number of obs = 37,035
F(197, 4266) = .
Prob > F = .
R-squared = 0.1157
Root MSE = 31.763
(Std. Err. adjusted for 4,267 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -.5033669 .7901236 -0.64 0.524 -2.05242 1.045686
|
v2 |
102 | -2.703875 2.09395 -1.29 0.197 -6.809106 1.401357
103 | -3.701919 1.759956 -2.10 0.035 -7.152349 -.2514896
104 | -.8482451 2.118323 -0.40 0.689 -5.001261 3.304771
105 | -.4073414 2.001951 -0.20 0.839 -4.332207 3.517524
106 | .7277751 2.038146 0.36 0.721 -3.268052 4.723602
107 | -.7148274 1.916319 -0.37 0.709 -4.471809 3.042155
108 | .5175163 2.031755 0.25 0.799 -3.465781 4.500814
109 | -1.220942 1.842866 -0.66 0.508 -4.833917 2.392033
110 | -1.20778 2.050567 -0.59 0.556 -5.227958 2.812399
111 | -3.592894 2.734746 -1.31 0.189 -8.954419 1.768631
|
minor |
101 | 4.248332 4.348052 0.98 0.329 -4.276113 12.77278
103 | 1.72288 5.317145 0.32 0.746 -8.701489 12.14725
104 | 7.98407 3.702058 2.16 0.031 .7261104 15.24203
105 | 15.96025 5.417331 2.95 0.003 5.339463 26.58104
107 | 15.28567 3.844349 3.98 0.000 7.748749 22.8226
108 | 13.15966 4.493001 2.93 0.003 4.351037 21.96827
110 | 19.59804 12.59307 1.56 0.120 -5.090922 44.28701
400 | 11.84685 5.676028 2.09 0.037 .7188874 22.97482
401 | 5.606876 3.981453 1.41 0.159 -2.198844 13.4126
402 | 9.692037 3.250384 2.98 0.003 3.319593 16.06448
403 | 13.47898 3.749928 3.59 0.000 6.127171 20.83079
404 | 12.33467 3.883351 3.18 0.002 4.721287 19.94806
405 | 19.22434 5.370978 3.58 0.000 8.694429 29.75425
498 | 11.56558 4.82591 2.40 0.017 2.104291 21.02688
499 | 13.44153 6.204571 2.17 0.030 1.27734 25.60571
700 | 9.609363 3.268104 2.94 0.003 3.202179 16.01655
701 | 15.44958 5.046252 3.06 0.002 5.556298 25.34286
703 | 7.392923 3.222724 2.29 0.022 1.074706 13.71114
704 | 7.35152 3.149105 2.33 0.020 1.177636 13.5254
705 | 13.11406 3.606713 3.64 0.000 6.043028 20.18509
707 | 16.51909 8.99302 1.84 0.066 -1.111912 34.15008
708 | 16.6484 4.113421 4.05 0.000 8.583954 24.71284
709 | 15.8612 3.542521 4.48 0.000 8.916014 22.80638
710 | 10.58148 3.231068 3.27 0.001 4.246909 16.91606
711 | 14.67457 4.236199 3.46 0.001 6.369416 22.97972
798 | 11.48295 3.993179 2.88 0.004 3.654242 19.31166
799 | 13.36253 5.416808 2.47 0.014 2.74277 23.98229
800 | 8.884457 4.029116 2.21 0.028 .9852946 16.78362
801 | 4.857859 3.242061 1.50 0.134 -1.498268 11.21399
802 | 6.182476 3.531934 1.75 0.080 -.7419524 13.1069
803 | 9.686106 3.20187 3.03 0.002 3.408775 15.96344
805 | 2.958866 3.37555 0.88 0.381 -3.658967 9.5767
806 | 8.656647 3.312124 2.61 0.009 2.16316 15.15013
807 | 10.78638 3.659632 2.95 0.003 3.611596 17.96116
898 | 11.35074 4.943424 2.30 0.022 1.659056 21.04242
899 | 4.691447 4.384676 1.07 0.285 -3.904799 13.28769
1000 | 4.928513 3.658112 1.35 0.178 -2.243289 12.10031
1001 | 5.52859 3.398628 1.63 0.104 -1.134488 12.19167
1002 | 7.116861 3.729843 1.91 0.056 -.1955719 14.42929
1003 | 8.432881 3.80982 2.21 0.027 .9636526 15.90211
1005 | 5.790554 4.053071 1.43 0.153 -2.155574 13.73668
1006 | 37.7362 16.21727 2.33 0.020 5.941918 69.53049
1007 | 6.895564 2.949873 2.34 0.019 1.112279 12.67885
1010 | 8.777931 5.013543 1.75 0.080 -1.051222 18.60708
1098 | .4015148 3.251795 0.12 0.902 -5.973695 6.776725
1099 | 14.25096 9.871594 1.44 0.149 -5.102497 33.60442
1400 | 14.08887 4.377414 3.22 0.001 5.506859 22.67088
1401 | 19.1735 4.577379 4.19 0.000 10.19945 28.14754
1403 | 15.45699 4.785941 3.23 0.001 6.07406 24.83993
1404 | 8.43645 4.634914 1.82 0.069 -.6503938 17.52329
1405 | 5.188793 3.398248 1.53 0.127 -1.473541 11.85113
1406 | 13.02274 5.212099 2.50 0.013 2.804319 23.24117
1407 | 4.461039 5.656413 0.79 0.430 -6.628472 15.55055
1408 | 19.5049 12.24036 1.59 0.111 -4.492581 43.50238
1409 | 26.28045 9.992161 2.63 0.009 6.690616 45.87029
1410 | 15.59178 4.57843 3.41 0.001 6.615675 24.56788
1499 | 6.32162 4.212343 1.50 0.133 -1.936763 14.58
1500 | 7.416477 3.932853 1.89 0.059 -.2939608 15.12692
1501 | 13.78461 4.053861 3.40 0.001 5.836934 21.73229
1502 | 15.38326 4.825623 3.19 0.001 5.922527 24.84399
1504 | 22.18388 7.660753 2.90 0.004 7.164821 37.20295
1505 | 12.13425 4.378869 2.77 0.006 3.549386 20.71911
1507 | 3.354668 4.51276 0.74 0.457 -5.492689 12.20202
1520 | 14.34363 6.762872 2.12 0.034 1.084878 27.60237
1521 | 10.69205 3.608266 2.96 0.003 3.617971 17.76613
1522 | 6.899539 3.833063 1.80 0.072 -.6152575 14.41434
1523 | 6.365874 3.671965 1.73 0.083 -.8330877 13.56484
1524 | 23.04489 8.31092 2.77 0.006 6.751159 39.33861
1525 | 15.89874 3.803806 4.18 0.000 8.441297 23.35618
1526 | 10.22363 4.2025 2.43 0.015 1.984547 18.46272
1599 | 25.25649 11.32881 2.23 0.026 3.046127 47.46685
1600 | 6.4572 3.658651 1.76 0.078 -.7156595 13.63006
1602 | 18.01094 6.983224 2.58 0.010 4.320188 31.70169
1603 | -7.52061 12.25826 -0.61 0.540 -31.55317 16.51195
1604 | 11.17977 4.094983 2.73 0.006 3.151477 19.20807
1605 | 17.93189 4.580046 3.92 0.000 8.952615 26.91116
1606 | 19.8107 8.730062 2.27 0.023 2.695238 36.92617
1608 | 16.98305 6.447566 2.63 0.008 4.342465 29.62363
1609 | 11.46926 5.780785 1.98 0.047 .1359134 22.80261
1610 | 12.27374 3.968256 3.09 0.002 4.493891 20.05358
1611 | 4.418151 3.185801 1.39 0.166 -1.827677 10.66398
1612 | 13.33712 3.816024 3.50 0.000 5.855729 20.81851
1614 | 8.650602 4.018532 2.15 0.031 .7721894 16.52902
1615 | 5.258674 3.314716 1.59 0.113 -1.239894 11.75724
1616 | 3.528743 4.789139 0.74 0.461 -5.860461 12.91795
1617 | 3.706082 3.511503 1.06 0.291 -3.17829 10.59045
1619 | 7.0194 4.1362 1.70 0.090 -1.089704 15.1285
1620 | 2.523871 4.434642 0.57 0.569 -6.170334 11.21808
1698 | 2.540235 3.649741 0.70 0.486 -4.615156 9.695626
1699 | 40.68075 10.34457 3.93 0.000 20.40002 60.96148
1700 | 15.61161 5.22159 2.99 0.003 5.374583 25.84865
1701 | 7.367752 3.408933 2.16 0.031 .6844696 14.05103
1704 | 7.034758 3.360952 2.09 0.036 .4455441 13.62397
1705 | 1.999762 5.643418 0.35 0.723 -9.064273 13.0638
1706 | 16.2822 4.569004 3.56 0.000 7.324572 25.23982
1707 | 13.11979 4.149365 3.16 0.002 4.984874 21.2547
1708 | 9.734858 3.542666 2.75 0.006 2.789389 16.68033
1709 | 19.14049 4.298539 4.45 0.000 10.71312 27.56786
1798 | 24.42234 6.629046 3.68 0.000 11.42596 37.41872
1799 | 13.25191 7.781489 1.70 0.089 -2.003853 28.50768
1800 | 7.573601 3.802633 1.99 0.046 .1184622 15.02874
1802 | 12.60552 4.693735 2.69 0.007 3.40336 21.80769
1803 | 14.96721 4.008316 3.73 0.000 7.108824 22.82559
1804 | 7.004333 3.836417 1.83 0.068 -.5170394 14.52571
1806 | 9.91687 3.826268 2.59 0.010 2.415394 17.41835
1807 | -1.913796 3.268451 -0.59 0.558 -8.321661 4.494068
1808 | 13.16822 8.463076 1.56 0.120 -3.423808 29.76026
1899 | 3.311827 8.732019 0.38 0.705 -13.80747 20.43113
1900 | 6.412502 3.630835 1.77 0.077 -.7058242 13.53083
1901 | 13.94941 3.498457 3.99 0.000 7.090611 20.8082
1902 | 19.54599 7.773621 2.51 0.012 4.305645 34.78633
1905 | 22.29547 10.28597 2.17 0.030 2.129624 42.46131
1906 | 11.78445 3.648966 3.23 0.001 4.630579 18.93832
1907 | 5.915387 5.483783 1.08 0.281 -4.83568 16.66645
1908 | 11.17953 5.491529 2.04 0.042 .4132711 21.94578
1909 | 9.616669 4.494336 2.14 0.032 .8054326 18.42791
1910 | 21.9135 6.403949 3.42 0.001 9.358434 34.46858
1911 | 14.85154 5.429396 2.74 0.006 4.2071 25.49598
1912 | 6.927723 10.94763 0.63 0.527 -14.53532 28.39077
1914 | 11.2576 3.633088 3.10 0.002 4.134855 18.38034
1915 | 2.446561 3.562445 0.69 0.492 -4.537686 9.430807
1919 | 10.61709 3.922808 2.71 0.007 2.926344 18.30783
1920 | 33.74168 6.50267 5.19 0.000 20.99306 46.4903
1925 | 22.68736 6.843586 3.32 0.001 9.270369 36.10435
1926 | 10.29638 4.037201 2.55 0.011 2.381365 18.21139
1927 | 4.026917 3.549854 1.13 0.257 -2.932644 10.98648
1929 | 12.08542 4.540168 2.66 0.008 3.184327 20.98651
1999 | 9.511343 9.303919 1.02 0.307 -8.729178 27.75186
2000 | 4.197825 3.262021 1.29 0.198 -2.197432 10.59308
2001 | 11.49124 4.329161 2.65 0.008 3.003834 19.97865
2002 | 8.972598 3.58289 2.50 0.012 1.948269 15.99693
2003 | 39.28097 10.65668 3.69 0.000 18.38832 60.17361
2004 | 12.70209 4.581665 2.77 0.006 3.719639 21.68453
2005 | 5.694563 4.196894 1.36 0.175 -2.533532 13.92266
2006 | 80.67847 13.06322 6.18 0.000 55.06776 106.2892
2007 | 9.216022 5.86698 1.57 0.116 -2.28631 20.71835
2008 | 9.413554 3.360093 2.80 0.005 2.826024 16.00108
2009 | 13.51111 6.111091 2.21 0.027 1.530195 25.49203
2010 | -3.437 3.431037 -1.00 0.317 -10.16362 3.289617
2011 | .4163144 4.171343 0.10 0.921 -7.761688 8.594317
2012 | 2.254092 4.99988 0.45 0.652 -7.548275 12.05646
2013 | 7.145463 4.217619 1.69 0.090 -1.123263 15.41419
2014 | 5.61864 3.924322 1.43 0.152 -2.075074 13.31235
2015 | 6.64307 4.011957 1.66 0.098 -1.222452 14.50859
2030 | 40.80479 22.90083 1.78 0.075 -4.092749 85.70234
2099 | 21.02121 6.531396 3.22 0.001 8.216281 33.82615
2100 | 9.46627 6.366854 1.49 0.137 -3.016076 21.94862
2101 | 13.43019 4.176904 3.22 0.001 5.241287 21.61909
2102 | 7.163606 3.495878 2.05 0.041 .309866 14.01735
2103 | 8.111475 3.323717 2.44 0.015 1.59526 14.62769
2104 | 3.796868 3.157092 1.20 0.229 -2.392675 9.98641
2105 | 9.7695 5.629408 1.74 0.083 -1.267069 20.80607
2199 | .5104975 3.990432 0.13 0.898 -7.312825 8.33382
9999 | 40.01787 9.063153 4.42 0.000 22.24938 57.78637
|
house_administration | 8.466853 6.742107 1.26 0.209 -4.751183 21.68489
house_agriculture | 3.813365 1.170536 3.26 0.001 1.518505 6.108225
house_appropriations | 4.531284 3.740015 1.21 0.226 -2.801091 11.86366
house_armedservices | -.236335 1.816096 -0.13 0.896 -3.796827 3.324158
house_budget | 3.788087 2.53011 1.50 0.134 -1.172244 8.748418
house_dc | -.668572 2.972809 -0.22 0.822 -6.496825 5.159681
house_educlabor | 3.598131 2.86466 1.26 0.209 -2.018093 9.214354
house_energycommerce | 2.132098 1.281166 1.66 0.096 -.3796533 4.64385
house_foreignaffairs | 1.441686 3.041645 0.47 0.636 -4.52152 7.404893
house_governmentop | 4.291395 2.257362 1.90 0.057 -.1342088 8.716998
house_intelligence | 19.44469 15.30313 1.27 0.204 -10.5574 49.44679
house_interior | -2.547844 2.385957 -1.07 0.286 -7.225561 2.129873
house_judiciary | 4.87493 1.384129 3.52 0.000 2.161318 7.588543
house_mmf | -1.741032 2.139373 -0.81 0.416 -5.935315 2.453251
house_pocs | 9.19074 3.929862 2.34 0.019 1.486166 16.89531
house_pwt | 6.332504 3.063864 2.07 0.039 .3257357 12.33927
house_rules | 3.246114 1.806364 1.80 0.072 -.2952993 6.787526
house_sst | 5.300355 2.430669 2.18 0.029 .5349786 10.06573
house_smallbusi | -4.978774 2.033052 -2.45 0.014 -8.964613 -.9929353
house_soc | 5.092396 6.870978 0.74 0.459 -8.378294 18.56309
house_veterans | 10.70536 5.771124 1.85 0.064 -.6090427 22.01977
house_waysandmeans | 3.48835 1.244861 2.80 0.005 1.047776 5.928924
house_naturalresources | -1.405463 1.59219 -0.88 0.377 -4.526985 1.716058
house_bfs | -1.86468 1.674613 -1.11 0.266 -5.147793 1.418433
house_eeo | -3.365571 3.4332 -0.98 0.327 -10.09643 3.365288
house_govreform | 4.343632 1.325696 3.28 0.001 1.744578 6.942686
house_ir | 5.179764 1.808787 2.86 0.004 1.633601 8.725928
house_natsecur | 1.355317 2.623264 0.52 0.605 -3.787646 6.49828
house_oversight | 7.14758 3.007543 2.38 0.018 1.251231 13.04393
house_resources | -2.42362 1.66573 -1.45 0.146 -5.689316 .8420768
house_science | -1.484561 1.386631 -1.07 0.284 -4.20308 1.233958
house_transp | 2.631188 1.507836 1.75 0.081 -.3249547 5.58733
house_homeland | -.3876343 1.761111 -0.22 0.826 -3.840328 3.065059
_cons | 1.273216 3.439544 0.37 0.711 -5.470079 8.016511
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 3,005 1 0 1 1
j = 5 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(7,341 missing values generated)
(54,749 missing values generated)
(47,408 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if sponsor_party==100 & tag_bill==1 & women_friend1==0, robust cluster(group_sponsor)
(sum of wgt is 36,602.5121735334)
Linear regression Number of obs = 19,087
F(197, 2212) = .
Prob > F = .
R-squared = 0.1110
Root MSE = 33.339
(Std. Err. adjusted for 2,213 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | .3307531 1.213821 0.27 0.785 -2.049594 2.7111
|
v2 |
102 | -3.053706 3.099261 -0.99 0.325 -9.131472 3.024059
103 | -5.259671 2.730679 -1.93 0.054 -10.61463 .0952908
104 | -7.531073 3.333416 -2.26 0.024 -14.06802 -.9941208
105 | -4.648192 3.58534 -1.30 0.195 -11.67918 2.382792
106 | -5.591907 3.315344 -1.69 0.092 -12.09342 .9096046
107 | -6.486526 3.257215 -1.99 0.047 -12.87405 -.0990069
108 | -4.475613 3.354046 -1.33 0.182 -11.05302 2.101795
109 | -7.091447 3.204607 -2.21 0.027 -13.3758 -.8070934
110 | -5.078817 3.38661 -1.50 0.134 -11.72008 1.562451
111 | -9.035773 3.762751 -2.40 0.016 -16.41467 -1.656879
|
minor |
101 | -4.82948 4.39591 -1.10 0.272 -13.45002 3.791063
103 | -9.499181 3.720193 -2.55 0.011 -16.79462 -2.203745
104 | -2.633238 4.232021 -0.62 0.534 -10.93239 5.665911
105 | 1.689485 4.420153 0.38 0.702 -6.978598 10.35757
107 | 3.319274 4.814826 0.69 0.491 -6.122777 12.76133
108 | 8.417723 5.33495 1.58 0.115 -2.044313 18.87976
110 | 3.008747 8.868705 0.34 0.734 -14.38311 20.40061
400 | 7.537923 6.608633 1.14 0.254 -5.42185 20.4977
401 | -4.657135 4.065964 -1.15 0.252 -12.63064 3.31637
402 | 2.625503 3.975741 0.66 0.509 -5.171072 10.42208
403 | 4.197489 4.077117 1.03 0.303 -3.797888 12.19287
404 | 4.276812 4.901837 0.87 0.383 -5.33587 13.8895
405 | 14.39893 7.787124 1.85 0.065 -.8719057 29.66977
498 | 3.943738 5.812157 0.68 0.498 -7.454117 15.34159
499 | -3.296 3.794483 -0.87 0.385 -10.73712 4.145122
700 | 2.89229 4.567581 0.63 0.527 -6.064905 11.84949
701 | 5.741938 4.300854 1.34 0.182 -2.692196 14.17607
703 | -.7427706 3.901095 -0.19 0.849 -8.392963 6.907422
704 | -.3066352 3.931823 -0.08 0.938 -8.017085 7.403815
705 | 3.922157 4.455996 0.88 0.379 -4.816216 12.66053
707 | 22.39721 14.16913 1.58 0.114 -5.38897 50.1834
708 | 4.508626 4.497216 1.00 0.316 -4.310582 13.32783
709 | 11.3954 4.550211 2.50 0.012 2.472269 20.31853
710 | 6.096628 4.225008 1.44 0.149 -2.188768 14.38202
711 | 15.27826 5.574827 2.74 0.006 4.345815 26.2107
798 | 2.783468 4.549305 0.61 0.541 -6.137887 11.70482
799 | -7.631465 4.204518 -1.82 0.070 -15.87668 .6137509
800 | 3.92999 5.388872 0.73 0.466 -6.637788 14.49777
801 | -3.825279 4.044325 -0.95 0.344 -11.75635 4.105792
802 | -2.86564 3.897443 -0.74 0.462 -10.50867 4.77739
803 | -.1826373 3.603775 -0.05 0.960 -7.249774 6.884499
805 | 1.954242 4.292243 0.46 0.649 -6.463005 10.37149
806 | -.3753399 3.687731 -0.10 0.919 -7.607117 6.856438
807 | 4.618674 4.038765 1.14 0.253 -3.301493 12.53884
898 | -1.371149 7.597907 -0.18 0.857 -16.27092 13.52863
899 | -.0587445 6.403933 -0.01 0.993 -12.61709 12.4996
1000 | -1.719926 4.112544 -0.42 0.676 -9.784777 6.344925
1001 | -3.354274 3.716441 -0.90 0.367 -10.64235 3.933804
1002 | -3.778502 3.889071 -0.97 0.331 -11.40511 3.848109
1003 | 1.575805 3.754709 0.42 0.675 -5.787318 8.938929
1005 | .7558432 5.377812 0.14 0.888 -9.790246 11.30193
1006 | 1.903736 4.410191 0.43 0.666 -6.744811 10.55228
1007 | 2.528576 4.131005 0.61 0.541 -5.572478 10.62963
1010 | 2.392742 5.810086 0.41 0.681 -9.001051 13.78654
1098 | -7.72107 4.594798 -1.68 0.093 -16.73164 1.289498
1099 | 6.78624 9.207822 0.74 0.461 -11.27064 24.84312
1400 | 5.067775 4.577613 1.11 0.268 -3.909093 14.04464
1401 | 10.25298 4.537172 2.26 0.024 1.355423 19.15055
1403 | 9.411024 5.148948 1.83 0.068 -.6862541 19.5083
1404 | 3.621863 7.461939 0.49 0.627 -11.01128 18.255
1405 | .0443303 3.526988 0.01 0.990 -6.872224 6.960884
1406 | 4.983271 5.386411 0.93 0.355 -5.57968 15.54622
1407 | -4.646764 7.03962 -0.66 0.509 -18.45172 9.158191
1408 | -5.685902 4.50941 -1.26 0.207 -14.52902 3.157218
1409 | 13.70126 6.669845 2.05 0.040 .6214473 26.78107
1410 | 4.649823 4.306325 1.08 0.280 -3.79504 13.09469
1499 | -1.990813 4.920019 -0.40 0.686 -11.63915 7.657526
1500 | 1.001751 6.193232 0.16 0.872 -11.14341 13.14691
1501 | 5.565277 4.03019 1.38 0.167 -2.338074 13.46863
1502 | 13.14425 7.28806 1.80 0.071 -1.147911 27.4364
1504 | 20.18931 12.97445 1.56 0.120 -5.254053 45.63268
1505 | -2.736465 5.328541 -0.51 0.608 -13.18593 7.713
1507 | -8.081519 4.347512 -1.86 0.063 -16.60715 .4441119
1520 | -1.603082 3.792983 -0.42 0.673 -9.041262 5.835098
1521 | 1.003813 3.568427 0.28 0.779 -5.994004 8.00163
1522 | -4.029427 4.445229 -0.91 0.365 -12.74669 4.687833
1523 | -1.900008 4.022565 -0.47 0.637 -9.788407 5.988391
1524 | 9.888911 7.90236 1.25 0.211 -5.607909 25.38573
1525 | 7.615506 4.629232 1.65 0.100 -1.46259 16.6936
1526 | -2.350368 3.977758 -0.59 0.555 -10.1509 5.450162
1599 | 5.046847 5.484529 0.92 0.358 -5.708517 15.80221
1600 | .5429178 4.747981 0.11 0.909 -8.768048 9.853883
1602 | 11.45778 9.552735 1.20 0.230 -7.275488 30.19105
1603 | -34.24997 25.13173 -1.36 0.173 -83.53423 15.03429
1604 | -1.157362 5.475386 -0.21 0.833 -11.8948 9.580072
1605 | 7.327896 6.740946 1.09 0.277 -5.891348 20.54714
1606 | 18.90851 12.14858 1.56 0.120 -4.915304 42.73233
1608 | 6.25297 6.055012 1.03 0.302 -5.621132 18.12707
1609 | -.7353124 7.93848 -0.09 0.926 -16.30297 14.83234
1610 | 5.194032 4.865655 1.07 0.286 -4.347697 14.73576
1611 | -4.832032 4.243015 -1.14 0.255 -13.15274 3.488677
1612 | 6.605338 5.034815 1.31 0.190 -3.268121 16.4788
1614 | 5.949922 5.147245 1.16 0.248 -4.144017 16.04386
1615 | -2.936902 4.202407 -0.70 0.485 -11.17798 5.304173
1616 | 3.709755 5.703017 0.65 0.515 -7.474073 14.89358
1617 | -7.938954 5.327531 -1.49 0.136 -18.38644 2.50853
1619 | 5.482781 7.052691 0.78 0.437 -8.347807 19.31337
1620 | -3.856805 4.907272 -0.79 0.432 -13.48015 5.766538
1698 | -2.849554 5.63992 -0.51 0.613 -13.90965 8.210538
1699 | 47.52 15.56051 3.05 0.002 17.00526 78.03474
1700 | 6.439615 5.647026 1.14 0.254 -4.634411 17.51364
1701 | .4857035 4.174944 0.12 0.907 -7.701516 8.672923
1704 | .5892958 6.354031 0.09 0.926 -11.87119 13.04979
1705 | -7.512469 8.321122 -0.90 0.367 -23.8305 8.805559
1706 | 3.23731 5.707867 0.57 0.571 -7.956029 14.43065
1707 | .8784928 5.532355 0.16 0.874 -9.970659 11.72764
1708 | 5.946912 4.914134 1.21 0.226 -3.689886 15.58371
1709 | 1.005354 5.223611 0.19 0.847 -9.23834 11.24905
1798 | 7.330466 5.952652 1.23 0.218 -4.342904 19.00384
1799 | 11.72456 11.5042 1.02 0.308 -10.83561 34.28472
1800 | -2.422507 4.668816 -0.52 0.604 -11.57823 6.733214
1802 | 6.532829 6.630481 0.99 0.325 -6.469789 19.53545
1803 | -.0452219 4.671074 -0.01 0.992 -9.205371 9.114927
1804 | -3.55558 4.630585 -0.77 0.443 -12.63633 5.525169
1806 | 2.111096 4.356481 0.48 0.628 -6.432124 10.65432
1807 | -8.730539 4.162756 -2.10 0.036 -16.89386 -.5672206
1808 | 19.45366 13.33644 1.46 0.145 -6.699592 45.60691
1899 | -14.6954 8.838462 -1.66 0.097 -32.02795 2.637147
1900 | -.208515 4.41969 -0.05 0.962 -8.87569 8.45866
1901 | 10.10794 5.195593 1.95 0.052 -.0808043 20.29669
1902 | 3.733264 4.903195 0.76 0.447 -5.882082 13.34861
1905 | 28.55942 8.081359 3.53 0.000 12.71157 44.40726
1906 | 3.418185 4.779473 0.72 0.475 -5.954538 12.79091
1907 | 6.864762 8.351317 0.82 0.411 -9.512479 23.242
1908 | -1.30681 6.891844 -0.19 0.850 -14.82197 12.20835
1909 | .3678546 6.480106 0.06 0.955 -12.33987 13.07558
1910 | -1.464248 5.725388 -0.26 0.798 -12.69194 9.763449
1911 | 7.888865 6.624353 1.19 0.234 -5.101736 20.87947
1912 | -9.151127 14.81087 -0.62 0.537 -38.19579 19.89353
1914 | .4099116 5.357884 0.08 0.939 -10.0971 10.91692
1915 | -3.671487 4.119905 -0.89 0.373 -11.75077 4.407798
1919 | 2.552872 7.913108 0.32 0.747 -12.96503 18.07077
1920 | 16.3641 7.541481 2.17 0.030 1.57498 31.15323
1925 | 24.28088 6.718326 3.61 0.000 11.10599 37.45576
1926 | 19.4209 7.850814 2.47 0.013 4.025165 34.81664
1927 | -5.076738 4.763979 -1.07 0.287 -14.41908 4.265602
1929 | 2.379537 6.336557 0.38 0.707 -10.04669 14.80576
1999 | 8.580203 17.46033 0.49 0.623 -25.66014 42.82055
2000 | -.8523018 3.891329 -0.22 0.827 -8.483342 6.778739
2001 | 3.928187 4.984042 0.79 0.431 -5.845705 13.70208
2002 | -.9920353 4.349514 -0.23 0.820 -9.521593 7.537522
2003 | 19.958 7.562329 2.64 0.008 5.127997 34.78801
2004 | 9.317113 5.120353 1.82 0.069 -.7240896 19.35832
2005 | -8.247312 5.596972 -1.47 0.141 -19.22318 2.728557
2006 | 64.2799 14.7606 4.35 0.000 35.33381 93.22599
2007 | -1.569593 6.318859 -0.25 0.804 -13.96111 10.82192
2008 | .6333707 3.6207 0.17 0.861 -6.466956 7.733697
2009 | 11.84586 11.18257 1.06 0.290 -10.08357 33.7753
2010 | -12.39874 3.875424 -3.20 0.001 -19.99859 -4.798889
2011 | -11.1252 5.428916 -2.05 0.041 -21.7715 -.478894
2012 | -5.96773 6.346743 -0.94 0.347 -18.41393 6.478469
2013 | 3.60581 4.661605 0.77 0.439 -5.53577 12.74739
2014 | 1.161537 5.800074 0.20 0.841 -10.21262 12.5357
2015 | -.0074118 4.695265 -0.00 0.999 -9.215001 9.200177
2030 | 14.76427 10.39153 1.42 0.156 -5.613911 35.14245
2099 | 15.67569 8.28001 1.89 0.058 -.5617186 31.91309
2100 | 10.01631 13.51905 0.74 0.459 -16.49505 36.52768
2101 | 9.006563 5.886588 1.53 0.126 -2.537254 20.55038
2102 | 1.423823 4.054395 0.35 0.725 -6.526995 9.374641
2103 | 4.597969 4.061495 1.13 0.258 -3.366773 12.56271
2104 | -2.584984 3.710479 -0.70 0.486 -9.86137 4.691402
2105 | -4.473308 5.664387 -0.79 0.430 -15.58138 6.634766
2199 | -10.03367 3.953587 -2.54 0.011 -17.7868 -2.28054
9999 | 37.42451 11.18233 3.35 0.001 15.49553 59.35348
|
house_administration | 15.09442 8.274086 1.82 0.068 -1.131373 31.32021
house_agriculture | 2.428127 1.559434 1.56 0.120 -.6299805 5.486234
house_appropriations | -5.220493 4.091095 -1.28 0.202 -13.24328 2.802295
house_armedservices | -1.66628 2.840229 -0.59 0.557 -7.236074 3.903513
house_budget | -.205568 2.703462 -0.08 0.939 -5.507158 5.096022
house_dc | -6.494198 5.277717 -1.23 0.219 -16.844 3.855601
house_educlabor | 3.544271 3.063796 1.16 0.247 -2.463945 9.552488
house_energycommerce | 3.8203 1.466025 2.61 0.009 .9453716 6.695229
house_foreignaffairs | 8.872214 3.1751 2.79 0.005 2.645725 15.0987
house_governmentop | .5056858 4.072287 0.12 0.901 -7.48022 8.491592
house_intelligence | 35.46534 27.5101 1.29 0.197 -18.48299 89.41367
house_interior | -7.199004 4.139755 -1.74 0.082 -15.31722 .9192086
house_judiciary | 5.712512 1.884077 3.03 0.002 2.017766 9.407258
house_mmf | -3.738473 2.839467 -1.32 0.188 -9.306773 1.829828
house_pocs | -.0440774 4.92631 -0.01 0.993 -9.704754 9.616599
house_pwt | -.1038131 1.757679 -0.06 0.953 -3.550686 3.34306
house_rules | 6.166927 2.439492 2.53 0.012 1.382992 10.95086
house_sst | 1.776687 2.302943 0.77 0.441 -2.73947 6.292843
house_smallbusi | -2.677964 2.166012 -1.24 0.216 -6.925594 1.569666
house_soc | 6.637664 11.6388 0.57 0.569 -16.18645 29.46178
house_veterans | 16.88489 8.548154 1.98 0.048 .1216433 33.64814
house_waysandmeans | 4.783667 1.676341 2.85 0.004 1.4963 8.071033
house_naturalresources | -1.355772 2.721474 -0.50 0.618 -6.692684 3.98114
house_bfs | -2.425155 3.357082 -0.72 0.470 -9.008518 4.158207
house_eeo | .819267 3.540199 0.23 0.817 -6.123194 7.761728
house_govreform | 9.839846 2.044946 4.81 0.000 5.829632 13.85006
house_ir | 5.183914 2.497232 2.08 0.038 .2867498 10.08108
house_natsecur | 1.812739 3.493782 0.52 0.604 -5.038697 8.664175
house_oversight | 3.300398 3.593862 0.92 0.359 -3.747298 10.34809
house_resources | -.2278111 3.157182 -0.07 0.942 -6.419162 5.96354
house_science | -.0666015 1.761086 -0.04 0.970 -3.520156 3.386953
house_transp | 3.798222 2.294431 1.66 0.098 -.7012429 8.297686
house_homeland | 2.470333 2.549432 0.97 0.333 -2.529198 7.469865
_cons | 12.43429 4.365308 2.85 0.004 3.873759 20.99482
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,529 1 0 1 1
j = 5 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(13,828 missing values generated)
(55,922 missing values generated)
(42,094 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if sponsor_party==200 & tag_bill==1 & women_friend1==0, robust cluster(group_sponsor)
(sum of wgt is 24,740.125613451)
Linear regression Number of obs = 16,838
F(197, 1916) = 12.92
Prob > F = 0.0000
R-squared = 0.1419
Root MSE = 32.069
(Std. Err. adjusted for 1,917 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 3.252773 1.22493 2.66 0.008 .850437 5.655109
|
v2 |
102 | -.8009681 1.668266 -0.48 0.631 -4.072776 2.47084
103 | -1.493731 1.466417 -1.02 0.309 -4.369673 1.38221
104 | .276276 1.782813 0.15 0.877 -3.220181 3.772733
105 | 1.611137 1.627144 0.99 0.322 -1.580022 4.802296
106 | 4.598695 2.135637 2.15 0.031 .4102778 8.787111
107 | 2.172469 1.691707 1.28 0.199 -1.145313 5.49025
108 | 3.086143 2.445294 1.26 0.207 -1.709574 7.88186
109 | -.1126589 1.493033 -0.08 0.940 -3.0408 2.815482
110 | -1.400838 1.530947 -0.92 0.360 -4.403336 1.60166
111 | -1.959381 1.848735 -1.06 0.289 -5.585126 1.666363
|
minor |
101 | -.4606016 5.024633 -0.09 0.927 -10.31493 9.393724
103 | 27.56979 15.82538 1.74 0.082 -3.466984 58.60657
104 | 6.432361 5.511478 1.17 0.243 -4.376766 17.24149
105 | 12.58425 7.045676 1.79 0.074 -1.233748 26.40225
107 | 17.94739 5.249204 3.42 0.001 7.652636 28.24214
108 | 3.89104 5.07118 0.77 0.443 -6.054574 13.83665
110 | 25.63023 20.83831 1.23 0.219 -15.23792 66.49837
400 | 2.326407 5.638172 0.41 0.680 -8.731193 13.38401
401 | 5.998579 6.279544 0.96 0.340 -6.316881 18.31404
402 | 5.856785 4.578838 1.28 0.201 -3.123246 14.83682
403 | 24.88288 9.057428 2.75 0.006 7.119426 42.64633
404 | 12.14671 6.170886 1.97 0.049 .0443542 24.24907
405 | 12.89085 9.988561 1.29 0.197 -6.698747 32.48044
498 | 10.39578 8.929105 1.16 0.244 -7.116011 27.90756
499 | 20.81256 13.0577 1.59 0.111 -4.796246 46.42137
700 | 3.559194 4.390492 0.81 0.418 -5.051452 12.16984
701 | 13.27918 8.090069 1.64 0.101 -2.587089 29.14545
703 | 3.376548 4.590472 0.74 0.462 -5.626298 12.37939
704 | 3.963702 4.702249 0.84 0.399 -5.258361 13.18577
705 | 10.40965 5.349313 1.95 0.052 -.0814414 20.90074
707 | 9.454741 7.400652 1.28 0.202 -5.059438 23.96892
708 | 17.26844 10.19477 1.69 0.090 -2.725582 37.26246
709 | 12.2416 4.99367 2.45 0.014 2.447995 22.0352
710 | 4.327613 4.41714 0.98 0.327 -4.335294 12.99052
711 | 5.036891 4.410055 1.14 0.254 -3.612122 13.6859
798 | 7.974221 7.201833 1.11 0.268 -6.150033 22.09848
799 | 10.62744 6.428924 1.65 0.098 -1.980981 23.23587
800 | -.6045121 4.58754 -0.13 0.895 -9.601609 8.392585
801 | -.6250016 5.163815 -0.12 0.904 -10.75229 9.502287
802 | .9606169 4.630906 0.21 0.836 -8.121529 10.04276
803 | 7.53501 4.338432 1.74 0.083 -.9735356 16.04356
805 | -4.573131 4.397468 -1.04 0.298 -13.19746 4.051195
806 | 5.597172 4.744073 1.18 0.238 -3.706917 14.90126
807 | 6.610078 4.816375 1.37 0.170 -2.835811 16.05597
898 | -.8520517 4.732878 -0.18 0.857 -10.13419 8.430083
899 | -2.822982 5.285769 -0.53 0.593 -13.18945 7.543483
1000 | -.3239292 5.438858 -0.06 0.953 -10.99063 10.34277
1001 | 5.515705 4.689765 1.18 0.240 -3.681876 14.71329
1002 | 9.301095 5.451732 1.71 0.088 -1.390857 19.99305
1003 | 7.073921 5.273471 1.34 0.180 -3.268426 17.41627
1005 | .8002292 5.123479 0.16 0.876 -9.247953 10.84841
1006 | 13.02588 6.07961 2.14 0.032 1.102529 24.94923
1007 | -.4327964 4.22487 -0.10 0.918 -8.718623 7.853031
1010 | 4.408733 6.083085 0.72 0.469 -7.521431 16.3389
1098 | -5.546125 4.611632 -1.20 0.229 -14.59047 3.498221
1099 | 9.248574 11.76054 0.79 0.432 -13.81623 32.31338
1400 | 9.161713 6.004889 1.53 0.127 -2.615093 20.93852
1401 | 19.23101 8.091418 2.38 0.018 3.362093 35.09992
1403 | -.8515632 4.654183 -0.18 0.855 -9.97936 8.276234
1404 | .7077469 5.290204 0.13 0.894 -9.667416 11.08291
1405 | 1.109796 4.413961 0.25 0.802 -7.546876 9.766469
1406 | 3.933752 5.891556 0.67 0.504 -7.620784 15.48829
1407 | 4.989819 5.432165 0.92 0.358 -5.663759 15.6434
1408 | 32.30128 25.19308 1.28 0.200 -17.10746 81.71001
1409 | 35.95787 20.8888 1.72 0.085 -5.009296 76.92504
1410 | 30.51785 14.49904 2.10 0.035 2.082285 58.95341
1499 | .6765585 5.667033 0.12 0.905 -10.43764 11.79076
1500 | 7.126575 6.567618 1.09 0.278 -5.753856 20.00701
1501 | 4.964077 4.563875 1.09 0.277 -3.986607 13.91476
1502 | 6.057345 5.065382 1.20 0.232 -3.876896 15.99159
1504 | 15.25782 6.561897 2.33 0.020 2.388609 28.12703
1505 | 11.33222 4.985134 2.27 0.023 1.555358 21.10908
1507 | 12.3656 9.835672 1.26 0.209 -6.92415 31.65535
1520 | 37.0836 26.10554 1.42 0.156 -14.11466 88.28186
1521 | 5.570792 4.234783 1.32 0.189 -2.734477 13.87606
1522 | 3.673025 5.187094 0.71 0.479 -6.499919 13.84597
1523 | 4.194204 4.328401 0.97 0.333 -4.294668 12.68308
1524 | 32.44637 16.65852 1.95 0.052 -.2243787 65.11711
1525 | 9.46281 5.395168 1.75 0.080 -1.11821 20.04383
1526 | 14.20209 6.495442 2.19 0.029 1.463211 26.94097
1599 | 48.8512 33.92714 1.44 0.150 -17.6868 115.3892
1600 | 2.433626 6.344189 0.38 0.701 -10.00862 14.87587
1602 | 16.03593 12.93049 1.24 0.215 -9.323377 41.39524
1603 | 1.528759 8.166282 0.19 0.852 -14.48698 17.54449
1604 | 17.25597 8.193443 2.11 0.035 1.186969 33.32498
1605 | 13.66385 6.796537 2.01 0.045 .3344614 26.99324
1606 | -.1612617 6.489159 -0.02 0.980 -12.88782 12.56529
1608 | 18.21573 5.219979 3.49 0.000 7.978287 28.45316
1609 | 17.92273 5.079872 3.53 0.000 7.960066 27.88538
1610 | 11.99542 10.13472 1.18 0.237 -7.880812 31.87166
1611 | 1.449314 5.399992 0.27 0.788 -9.141166 12.03979
1612 | 10.1273 5.42059 1.87 0.062 -.5035768 20.75818
1614 | -3.913295 5.313866 -0.74 0.462 -14.33487 6.508274
1615 | -.4174104 4.957933 -0.08 0.933 -10.14092 9.306101
1616 | -7.460269 4.393881 -1.70 0.090 -16.07756 1.157023
1617 | 9.390906 7.155828 1.31 0.190 -4.643125 23.42494
1619 | -8.425187 7.139599 -1.18 0.238 -22.42739 5.577015
1620 | -3.04236 4.570042 -0.67 0.506 -12.00514 5.920419
1698 | -6.57124 5.170437 -1.27 0.204 -16.71152 3.569035
1699 | 21.78744 7.985585 2.73 0.006 6.126084 37.44879
1700 | 9.929573 8.429815 1.18 0.239 -6.603005 26.46215
1701 | 5.059359 5.310693 0.95 0.341 -5.355988 15.47471
1704 | 3.399345 5.458757 0.62 0.534 -7.306384 14.10508
1705 | -6.299174 5.464386 -1.15 0.249 -17.01594 4.417596
1706 | 11.83004 5.221692 2.27 0.024 1.589244 22.07084
1707 | 15.69838 6.944044 2.26 0.024 2.079699 29.31706
1708 | 2.466787 4.320416 0.57 0.568 -6.006425 10.94
1709 | 19.60645 6.096728 3.22 0.001 7.649525 31.56337
1798 | 18.86408 8.803846 2.14 0.032 1.597951 36.13021
1799 | -1.539784 4.594657 -0.34 0.738 -10.55084 7.47127
1800 | -1.979657 4.675337 -0.42 0.672 -11.14894 7.189626
1802 | 1.25243 4.437299 0.28 0.778 -7.450015 9.954874
1803 | 13.73967 7.702681 1.78 0.075 -1.366851 28.84619
1804 | 2.703398 5.060757 0.53 0.593 -7.221773 12.62857
1806 | 1.367354 4.274914 0.32 0.749 -7.01662 9.751327
1807 | -7.042049 4.072436 -1.73 0.084 -15.02892 .9448234
1808 | -3.42841 5.183147 -0.66 0.508 -13.59361 6.736793
1899 | 8.164131 13.45371 0.61 0.544 -18.22133 34.54959
1900 | -1.104869 5.086484 -0.22 0.828 -11.0805 8.870758
1901 | 7.410408 4.827548 1.54 0.125 -2.057394 16.87821
1902 | 17.71739 7.921012 2.24 0.025 2.18268 33.2521
1905 | 7.536565 7.262035 1.04 0.299 -6.70576 21.77889
1906 | 3.063014 4.668416 0.66 0.512 -6.092696 12.21872
1907 | -5.492307 6.506691 -0.84 0.399 -18.25325 7.268633
1908 | 7.887418 8.644273 0.91 0.362 -9.065755 24.84059
1909 | 3.741034 5.398115 0.69 0.488 -6.845765 14.32783
1910 | 20.23568 8.150122 2.48 0.013 4.251633 36.21972
1911 | 7.81061 6.001061 1.30 0.193 -3.958688 19.57991
1912 | -3.459733 4.150996 -0.83 0.405 -11.60068 4.681213
1914 | 7.798337 5.69579 1.37 0.171 -3.372263 18.96894
1915 | -5.596821 4.699671 -1.19 0.234 -14.81383 3.620187
1919 | 4.601177 4.894942 0.94 0.347 -4.998798 14.20115
1920 | 34.93337 9.266373 3.77 0.000 16.76013 53.10661
1925 | 19.23377 5.990047 3.21 0.001 7.486074 30.98147
1926 | 13.0652 5.942128 2.20 0.028 1.411478 24.71892
1927 | 9.461344 6.650261 1.42 0.155 -3.581168 22.50386
1929 | 12.70666 5.774004 2.20 0.028 1.382665 24.03065
1999 | -.7942742 5.558653 -0.14 0.886 -11.69592 10.10737
2000 | -1.723461 4.412068 -0.39 0.696 -10.37642 6.9295
2001 | 4.154443 4.401267 0.94 0.345 -4.477334 12.78622
2002 | 7.894732 4.784507 1.65 0.099 -1.488658 17.27812
2003 | 25.83951 9.886792 2.61 0.009 6.449505 45.22952
2004 | 4.997754 4.437883 1.13 0.260 -3.705834 13.70134
2005 | 3.771988 7.059665 0.53 0.593 -10.07345 17.61742
2006 | 91.93064 17.2092 5.34 0.000 58.1799 125.6814
2007 | 9.072903 6.895359 1.32 0.188 -4.450295 22.5961
2008 | 11.40022 4.618808 2.47 0.014 2.341801 20.45864
2009 | 6.474602 6.025608 1.07 0.283 -5.342839 18.29204
2011 | 3.581087 4.266344 0.84 0.401 -4.786079 11.94825
2012 | .4003676 4.635034 0.09 0.931 -8.689874 9.490609
2013 | 3.150377 5.571023 0.57 0.572 -7.775528 14.07628
2014 | 3.720628 5.051291 0.74 0.461 -6.185979 13.62724
2015 | -.2377784 5.366447 -0.04 0.965 -10.76247 10.28691
2030 | 23.48569 12.03462 1.95 0.051 -.1166491 47.08803
2099 | 18.03388 10.43251 1.73 0.084 -2.426385 38.49414
2100 | 1.524027 5.029872 0.30 0.762 -8.340573 11.38863
2101 | 5.714838 4.30937 1.33 0.185 -2.73671 14.16639
2102 | 1.090819 4.19106 0.26 0.795 -7.1287 9.310338
2103 | 1.861939 4.313831 0.43 0.666 -6.598359 10.32224
2104 | -.2202643 4.090778 -0.05 0.957 -8.243109 7.802581
2105 | 7.232518 5.226774 1.38 0.167 -3.018247 17.48328
2199 | 3.485186 5.398393 0.65 0.519 -7.102157 14.07253
9999 | 34.11792 16.30525 2.09 0.037 2.140013 66.09583
|
house_administration | 2.673481 2.629777 1.02 0.309 -2.484046 7.831008
house_agriculture | 4.844861 1.42488 3.40 0.001 2.050383 7.639339
house_appropriations | 8.049838 4.131457 1.95 0.052 -.0527866 16.15246
house_armedservices | 4.165375 2.53017 1.65 0.100 -.7968013 9.127552
house_budget | 7.227614 3.876312 1.86 0.062 -.3746207 14.82985
house_dc | -.2774303 3.68722 -0.08 0.940 -7.508817 6.953957
house_educlabor | -3.263665 1.747058 -1.87 0.062 -6.69 .1626702
house_energycommerce | 3.195855 1.427379 2.24 0.025 .396475 5.995235
house_foreignaffairs | 1.020104 2.121282 0.48 0.631 -3.14016 5.180369
house_governmentop | 8.573179 3.220735 2.66 0.008 2.256665 14.88969
house_intelligence | 6.986512 9.025291 0.77 0.439 -10.71391 24.68694
house_interior | -1.221976 1.641061 -0.74 0.457 -4.440431 1.996478
house_judiciary | 4.225087 1.790424 2.36 0.018 .7137017 7.736473
house_mmf | 2.877453 2.045435 1.41 0.160 -1.134059 6.888965
house_pocs | 7.963864 3.351802 2.38 0.018 1.390301 14.53743
house_pwt | 1.820756 1.934771 0.94 0.347 -1.973722 5.615234
house_rules | 4.454731 2.101233 2.12 0.034 .3337872 8.575674
house_sst | 5.307844 4.927498 1.08 0.282 -4.355979 14.97167
house_smallbusi | -3.465896 2.264685 -1.53 0.126 -7.907403 .9756106
house_soc | -4.115743 4.336253 -0.95 0.343 -12.62002 4.38853
house_veterans | -1.014569 2.603443 -0.39 0.697 -6.12045 4.091312
house_waysandmeans | 4.551714 1.321365 3.44 0.001 1.960248 7.14318
house_naturalresources | -.2367209 1.473766 -0.16 0.872 -3.127075 2.653633
house_bfs | .2869862 2.048941 0.14 0.889 -3.731403 4.305376
house_eeo | -1.102458 7.85185 -0.14 0.888 -16.50153 14.29661
house_govreform | .807406 1.583917 0.51 0.610 -2.298977 3.913789
house_ir | 4.997347 2.203113 2.27 0.023 .6765957 9.318099
house_natsecur | 4.362195 4.401712 0.99 0.322 -4.270456 12.99485
house_oversight | 7.49038 2.970325 2.52 0.012 1.66497 13.31579
house_resources | -1.998318 1.347602 -1.48 0.138 -4.641239 .6446022
house_science | -.0596031 2.05114 -0.03 0.977 -4.082306 3.963099
house_transp | 2.934055 1.267575 2.31 0.021 .4480845 5.420026
house_homeland | -1.293002 2.653362 -0.49 0.626 -6.496783 3.910779
_cons | 2.038188 4.314877 0.47 0.637 -6.424161 10.50054
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,383 1 0 1 1
(62,349 missing values generated)
(62,349 missing values generated)
(62,349 missing values generated)
(62,349 missing values generated)
(62,349 missing values generated)
(62,349 missing values generated)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(62,331 observations deleted)
(17 missing values generated)
(1 real change made)
(0 real changes made)
(18 missing values generated)
(0 real changes made)
(0 real changes made)
(18 missing values generated)
(0 real changes made)
(0 real changes made)
(17 missing values generated)
(1 real change made)
(0 real changes made)
(17 missing values generated)
(1 real change made)
(1 real change made)
(5 real changes made)
(5 real changes made)
(5 real changes made)
file /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Output/Table8_numb_cosponsors_WF10.xls saved
j = 1 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4
> borninstate tot_bills NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden if tag_bill==1 & women_friend1==1, robust cluster(group_sponsor)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 20,072
F(136, 4030) = 6.76
Prob > F = 0.0000
R-squared = 0.0565
Root MSE = 37.866
(Std. Err. adjusted for 4,031 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 2.669649 .9721973 2.75 0.006 .7636052 4.575694
|
v2 |
102 | -.4309087 1.455303 -0.30 0.767 -3.284107 2.422289
103 | -6.737593 1.975331 -3.41 0.001 -10.61033 -2.864852
104 | -5.807508 2.272298 -2.56 0.011 -10.26247 -1.352549
105 | -2.12062 2.01306 -1.05 0.292 -6.06733 1.82609
106 | -.5504575 1.996129 -0.28 0.783 -4.463975 3.36306
107 | 1.431325 2.091035 0.68 0.494 -2.66826 5.53091
108 | -2.652079 6.042369 -0.44 0.661 -14.49846 9.194304
109 | -4.012358 6.013153 -0.67 0.505 -15.80146 7.776746
110 | -2.826775 6.026494 -0.47 0.639 -14.64203 8.988484
111 | -7.140242 6.029477 -1.18 0.236 -18.96135 4.680865
|
minor |
201 | -6.515891 5.107919 -1.28 0.202 -16.53024 3.498454
202 | 17.29349 5.868683 2.95 0.003 5.787624 28.79935
204 | -.0645815 5.881627 -0.01 0.991 -11.59582 11.46666
205 | 40.15311 17.47775 2.30 0.022 5.887059 74.41917
206 | -2.607672 4.1097 -0.63 0.526 -10.66496 5.449612
207 | 10.67105 4.140367 2.58 0.010 2.553647 18.78846
208 | -8.223016 3.031766 -2.71 0.007 -14.16695 -2.279079
209 | 5.952952 12.86457 0.46 0.644 -19.26872 31.17462
299 | 41.61564 13.65504 3.05 0.002 14.8442 68.38707
300 | -5.557908 3.962971 -1.40 0.161 -13.32752 2.211707
301 | -6.881337 3.128273 -2.20 0.028 -13.01448 -.7481923
302 | -2.610358 2.965632 -0.88 0.379 -8.424636 3.203919
321 | -6.966735 3.255231 -2.14 0.032 -13.34879 -.5846832
322 | -11.5881 3.000697 -3.86 0.000 -17.47113 -5.705079
323 | 1.705738 3.911178 0.44 0.663 -5.962332 9.373809
324 | -11.44082 3.480095 -3.29 0.001 -18.26373 -4.617913
325 | -7.019386 3.156783 -2.22 0.026 -13.20843 -.8303465
331 | 8.186757 3.710043 2.21 0.027 .9130221 15.46049
332 | -.9638714 3.072107 -0.31 0.754 -6.9869 5.059157
333 | 2.751823 4.474091 0.62 0.539 -6.019868 11.52351
334 | 1.509515 3.322899 0.45 0.650 -5.005205 8.024235
335 | -5.306286 3.597229 -1.48 0.140 -12.35884 1.746272
336 | 6.164104 4.123657 1.49 0.135 -1.920544 14.24875
341 | -3.756862 3.666717 -1.02 0.306 -10.94565 3.43193
342 | -3.617689 6.47806 -0.56 0.577 -16.31827 9.082889
343 | -10.52501 3.472929 -3.03 0.002 -17.33387 -3.716145
344 | -4.081109 5.07509 -0.80 0.421 -14.03109 5.868874
398 | 8.467973 3.566775 2.37 0.018 1.475122 15.46083
399 | -5.418741 5.679827 -0.95 0.340 -16.55434 5.716859
500 | -9.175004 4.337027 -2.12 0.034 -17.67797 -.6720341
501 | -6.71242 3.441456 -1.95 0.051 -13.45958 .034737
502 | -6.176847 3.646824 -1.69 0.090 -13.32664 .9729446
503 | -4.129498 2.96548 -1.39 0.164 -9.943478 1.684482
504 | 10.58072 4.509112 2.35 0.019 1.740369 19.42107
505 | -2.440106 3.553551 -0.69 0.492 -9.407031 4.526819
506 | 1.271543 4.291352 0.30 0.767 -7.141879 9.684965
508 | -6.322625 3.331878 -1.90 0.058 -12.85495 .2096982
529 | -2.932466 5.464061 -0.54 0.592 -13.64505 7.780113
530 | -8.622611 2.734613 -3.15 0.002 -13.98396 -3.261258
599 | -4.257232 6.052997 -0.70 0.482 -16.12445 7.609989
600 | -4.25639 3.47049 -1.23 0.220 -11.06047 2.547689
601 | -5.721853 2.818537 -2.03 0.042 -11.24774 -.1959625
602 | -3.92134 2.895804 -1.35 0.176 -9.598717 1.756038
603 | -5.576606 3.482771 -1.60 0.109 -12.40476 1.25155
604 | -11.31193 4.260232 -2.66 0.008 -19.66434 -2.959519
606 | -3.392695 4.477295 -0.76 0.449 -12.17067 5.385278
607 | -5.825793 3.241291 -1.80 0.072 -12.18051 .5289285
609 | -6.441714 4.629495 -1.39 0.164 -15.51808 2.634656
698 | -18.24328 3.507104 -5.20 0.000 -25.11914 -11.36741
699 | -5.898038 4.170742 -1.41 0.157 -14.075 2.278923
1200 | -3.387371 5.109851 -0.66 0.507 -13.4055 6.630761
1201 | -10.32943 3.327693 -3.10 0.002 -16.85355 -3.805317
1202 | -12.20345 3.664718 -3.33 0.001 -19.38832 -5.018574
1203 | -11.8635 2.970331 -3.99 0.000 -17.68699 -6.040005
1204 | -11.95264 2.95147 -4.05 0.000 -17.73915 -6.166124
1205 | -9.023544 3.249299 -2.78 0.006 -15.39397 -2.653122
1206 | -10.79549 3.730355 -2.89 0.004 -18.10905 -3.481929
1207 | -8.318617 3.020176 -2.75 0.006 -14.23983 -2.397403
1208 | -.5887936 3.066364 -0.19 0.848 -6.600563 5.422976
1209 | -.8161003 2.849973 -0.29 0.775 -6.403623 4.771422
1210 | -6.906633 3.176663 -2.17 0.030 -13.13465 -.6786176
1211 | -4.965492 3.803019 -1.31 0.192 -12.42151 2.490528
1299 | -2.501317 7.918068 -0.32 0.752 -18.02511 13.02247
1300 | 1.122341 4.981714 0.23 0.822 -8.644572 10.88925
1301 | -1.797741 3.673761 -0.49 0.625 -9.000343 5.404862
1302 | -13.15186 3.032526 -4.34 0.000 -19.09729 -7.206434
1303 | -4.20596 3.148415 -1.34 0.182 -10.37859 1.966674
1304 | 2.295099 4.191358 0.55 0.584 -5.92228 10.51248
1305 | .5739717 4.800597 0.12 0.905 -8.837851 9.985795
1399 | -3.101581 9.163944 -0.34 0.735 -21.06798 14.86481
|
house_administration | 1.13809 2.825 0.40 0.687 -4.400472 6.676652
house_agriculture | 1.482412 2.320661 0.64 0.523 -3.067367 6.03219
house_appropriations | 1.084423 4.39068 0.25 0.805 -7.523737 9.692583
house_armedservices | 6.856531 2.331803 2.94 0.003 2.284908 11.42815
house_budget | -3.263065 3.0851 -1.06 0.290 -9.311568 2.785437
house_dc | -11.24007 4.90519 -2.29 0.022 -20.85695 -1.623181
house_educlabor | 3.018144 .9081584 3.32 0.001 1.237652 4.798637
house_energycommerce | 6.266125 .9260515 6.77 0.000 4.450552 8.081698
house_foreignaffairs | 4.323634 2.76186 1.57 0.118 -1.091139 9.738407
house_governmentop | -1.574682 3.464616 -0.45 0.649 -8.367244 5.21788
house_intelligence | 1.799477 6.312965 0.29 0.776 -10.57743 14.17638
house_interior | 13.41106 12.94801 1.04 0.300 -11.97421 38.79632
house_judiciary | 2.999944 .9747034 3.08 0.002 1.088987 4.910902
house_mmf | .4127375 10.20612 0.04 0.968 -19.59691 20.42238
house_pocs | 1.460854 3.005773 0.49 0.627 -4.432123 7.35383
house_pwt | 13.26566 7.690655 1.72 0.085 -1.812276 28.34359
house_rules | -4.096596 2.834188 -1.45 0.148 -9.653171 1.45998
house_sst | .7490053 6.220239 0.12 0.904 -11.4461 12.94411
house_smallbusi | -9.55789 3.565486 -2.68 0.007 -16.54821 -2.567566
house_soc | 0 (omitted)
house_veterans | -.3491949 1.609772 -0.22 0.828 -3.505237 2.806848
house_waysandmeans | .9188606 .8099227 1.13 0.257 -.6690357 2.506757
house_naturalresources | 7.987257 5.577429 1.43 0.152 -2.947588 18.9221
house_bfs | -2.665533 1.634968 -1.63 0.103 -5.870974 .5399076
house_eeo | -.3277648 2.47446 -0.13 0.895 -5.179075 4.523545
house_govreform | 3.510517 2.035389 1.72 0.085 -.4799711 7.501004
house_ir | -.4318646 3.025917 -0.14 0.887 -6.364335 5.500606
house_natsecur | 17.0838 8.48013 2.01 0.044 .4580621 33.70955
house_oversight | -1.51479 3.361627 -0.45 0.652 -8.105437 5.075856
house_resources | 5.172425 4.717085 1.10 0.273 -4.075669 14.42052
house_science | 2.219369 3.474173 0.64 0.523 -4.59193 9.030668
house_transp | 8.810868 3.953015 2.23 0.026 1.060773 16.56096
house_homeland | -5.970106 2.097751 -2.85 0.004 -10.08286 -1.857355
sponsor_democrat | -.1312035 .7732035 -0.17 0.865 -1.64711 1.384703
sponsor_rookie | -3.809471 .980744 -3.88 0.000 -5.732272 -1.886671
sponsor_tenure_run | .3951622 .1438307 2.75 0.006 .1131744 .6771499
sponsor_age | .0246719 .0439615 0.56 0.575 -.061517 .1108608
leader | 3.638062 1.27505 2.85 0.004 1.13826 6.137864
ivycoll | .5639805 1.04513 0.54 0.589 -1.485052 2.613013
black | -2.239729 2.008468 -1.12 0.265 -6.177436 1.697979
occ0 | .826122 1.151488 0.72 0.473 -1.43143 3.083674
occ1 | 1.171251 1.248024 0.94 0.348 -1.275567 3.618068
occ2 | -.0830542 1.048434 -0.08 0.937 -2.138565 1.972457
occ3 | -1.232016 1.317171 -0.94 0.350 -3.814399 1.350367
occ4 | .5258124 1.170537 0.45 0.653 -1.769088 2.820713
borninstate | 1.428951 .6641918 2.15 0.032 .1267677 2.731134
tot_bills | -.2525659 .020365 -12.40 0.000 -.2924926 -.2126392
NE | -2.823022 1.087504 -2.60 0.009 -4.95513 -.6909133
MW | -.0474586 1.026408 -0.05 0.963 -2.059786 1.964869
WE | .3237437 1.147535 0.28 0.778 -1.92606 2.573547
pct_black | 5.85195 4.413415 1.33 0.185 -2.800783 14.50468
pct_urban | 1.129257 2.448976 0.46 0.645 -3.67209 5.930605
pct_for_born | 3.376401 5.135416 0.66 0.511 -6.691854 13.44466
pct_age_over65 | 14.58734 9.464572 1.54 0.123 -3.968455 33.14313
lninc | 7.445676 2.148552 3.47 0.001 3.233326 11.65802
lnpden | -.4133158 .3770145 -1.10 0.273 -1.152473 .3258412
_cons | -55.23132 20.64876 -2.67 0.008 -95.71431 -14.74833
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,500 1 0 1 1
j = 1 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4
> borninstate tot_bills NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden if sponsor_party==100 & tag_bill==1 & women_friend1==1, robust cluster
> (group_sponsor)
note: house_soc omitted because of collinearity
note: sponsor_democrat omitted because of collinearity
Linear regression Number of obs = 11,721
F(135, 2151) = 6.63
Prob > F = 0.0000
R-squared = 0.0806
Root MSE = 36.542
(Std. Err. adjusted for 2,152 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 2.506031 1.103748 2.27 0.023 .3415067 4.670555
|
v2 |
102 | -1.073807 1.726365 -0.62 0.534 -4.459325 2.31171
103 | -8.059281 2.474421 -3.26 0.001 -12.91179 -3.206774
104 | -10.78806 2.850198 -3.79 0.000 -16.3775 -5.198633
105 | -3.742381 2.537043 -1.48 0.140 -8.717694 1.232931
106 | -2.398989 2.50143 -0.96 0.338 -7.304462 2.506484
107 | -.583494 2.58021 -0.23 0.821 -5.64346 4.476472
108 | -7.931359 7.64227 -1.04 0.299 -22.91837 7.055648
109 | -10.08138 7.707311 -1.31 0.191 -25.19593 5.033182
110 | -2.317505 7.647929 -0.30 0.762 -17.31561 12.6806
111 | -8.494483 7.609419 -1.12 0.264 -23.41707 6.428102
|
minor |
201 | -9.38337 5.916081 -1.59 0.113 -20.9852 2.218463
202 | 17.28443 6.9073 2.50 0.012 3.738751 30.83011
204 | 4.192227 10.2423 0.41 0.682 -15.89362 24.27807
205 | 58.94518 26.27949 2.24 0.025 7.409331 110.481
206 | -12.37979 5.024056 -2.46 0.014 -22.23231 -2.52728
207 | 9.403293 6.677821 1.41 0.159 -3.692365 22.49895
208 | -11.70828 4.220234 -2.77 0.006 -19.98444 -3.432113
209 | 13.29001 12.81267 1.04 0.300 -11.83651 38.41652
299 | -1.986693 10.94456 -0.18 0.856 -23.44971 19.47632
300 | -6.408709 5.316666 -1.21 0.228 -16.83505 4.017631
301 | -9.002528 4.247807 -2.12 0.034 -17.33276 -.6722927
302 | -3.92942 4.129171 -0.95 0.341 -12.027 4.168164
321 | -11.64486 4.294976 -2.71 0.007 -20.06759 -3.222119
322 | -15.08209 4.094289 -3.68 0.000 -23.11127 -7.052918
323 | 2.663296 5.387653 0.49 0.621 -7.902254 13.22885
324 | -14.87216 4.230141 -3.52 0.000 -23.16775 -6.576568
325 | -8.089964 4.321001 -1.87 0.061 -16.56374 .383811
331 | 6.006714 4.941208 1.22 0.224 -3.683328 15.69676
332 | -1.756855 4.175821 -0.42 0.674 -9.945921 6.432211
333 | 4.181996 5.648242 0.74 0.459 -6.894588 15.25858
334 | -.7777425 4.437862 -0.18 0.861 -9.48069 7.925205
335 | -6.093612 4.71653 -1.29 0.197 -15.34305 3.15582
336 | 3.946714 5.342507 0.74 0.460 -6.530304 14.42373
341 | -6.141266 4.723805 -1.30 0.194 -15.40497 3.122433
342 | -5.48557 7.619919 -0.72 0.472 -20.42874 9.457605
343 | -8.327789 5.112216 -1.63 0.103 -18.35319 1.697612
344 | -10.73767 5.637619 -1.90 0.057 -21.79342 .3180846
398 | 8.968657 4.909258 1.83 0.068 -.6587281 18.59604
399 | -5.093037 7.009647 -0.73 0.468 -18.83943 8.653353
500 | -12.89142 7.087333 -1.82 0.069 -26.79015 1.007321
501 | -12.78975 4.608044 -2.78 0.006 -21.82643 -3.75306
502 | -6.408114 5.226401 -1.23 0.220 -16.65744 3.841212
503 | -6.189773 4.016277 -1.54 0.123 -14.06596 1.686417
504 | 12.01922 6.472379 1.86 0.063 -.6735529 24.71199
505 | .0597757 5.39605 0.01 0.991 -10.52224 10.64179
506 | -1.352668 5.202917 -0.26 0.795 -11.55594 8.850604
508 | -7.49812 4.591988 -1.63 0.103 -16.50332 1.507077
529 | -10.53893 7.315386 -1.44 0.150 -24.88489 3.807038
530 | -11.01427 3.843225 -2.87 0.004 -18.55109 -3.477447
599 | -10.29263 6.519534 -1.58 0.115 -23.07788 2.492615
600 | -10.12123 4.452497 -2.27 0.023 -18.85288 -1.389588
601 | -8.679256 3.916912 -2.22 0.027 -16.36058 -.9979272
602 | -6.216122 3.993711 -1.56 0.120 -14.04806 1.615815
603 | -9.938139 4.531662 -2.19 0.028 -18.82503 -1.051243
604 | -14.49638 6.329872 -2.29 0.022 -26.90968 -2.083072
606 | -6.172156 6.366475 -0.97 0.332 -18.65724 6.31293
607 | -11.64716 4.232948 -2.75 0.006 -19.94826 -3.346068
609 | -11.68752 7.20608 -1.62 0.105 -25.81913 2.444089
698 | -25.16025 4.303369 -5.85 0.000 -33.59945 -16.72105
699 | -6.136584 5.593245 -1.10 0.273 -17.10531 4.832147
1200 | -4.640908 7.67236 -0.60 0.545 -19.68692 10.40511
1201 | -11.26947 4.795361 -2.35 0.019 -20.67349 -1.865443
1202 | -13.30182 5.30125 -2.51 0.012 -23.69793 -2.905709
1203 | -14.21994 4.165605 -3.41 0.001 -22.38897 -6.050908
1204 | -13.52999 4.216874 -3.21 0.001 -21.79956 -5.260416
1205 | -13.33577 4.396061 -3.03 0.002 -21.95674 -4.714798
1206 | -11.53745 5.263912 -2.19 0.029 -21.86034 -1.214564
1207 | -10.00041 4.562624 -2.19 0.029 -18.94802 -1.052796
1208 | -5.664789 3.996919 -1.42 0.157 -13.50302 2.173438
1209 | -7.294637 3.858826 -1.89 0.059 -14.86205 .2727806
1210 | -10.79865 4.366217 -2.47 0.013 -19.36109 -2.236199
1211 | -7.988748 5.252309 -1.52 0.128 -18.28888 2.311383
1299 | 1.457238 11.86221 0.12 0.902 -21.80536 24.71984
1300 | 1.610539 6.382799 0.25 0.801 -10.90656 14.12764
1301 | -4.639599 4.472037 -1.04 0.300 -13.40957 4.130368
1302 | -15.43684 4.054364 -3.81 0.000 -23.38772 -7.485957
1303 | -5.255016 4.560322 -1.15 0.249 -14.19811 3.688083
1304 | -3.020889 4.810819 -0.63 0.530 -12.45523 6.413452
1305 | -11.18164 5.11518 -2.19 0.029 -21.21286 -1.150431
1399 | 6.652289 19.94986 0.33 0.739 -32.47074 45.77532
|
house_administration | 5.394911 3.985415 1.35 0.176 -2.420756 13.21058
house_agriculture | -.6862591 2.749511 -0.25 0.803 -6.078236 4.705717
house_appropriations | 12.26585 7.333933 1.67 0.095 -2.116488 26.64819
house_armedservices | 6.725068 2.758816 2.44 0.015 1.314843 12.13529
house_budget | -1.739573 4.237335 -0.41 0.681 -10.04927 6.570127
house_dc | -18.54079 7.047377 -2.63 0.009 -32.36118 -4.72041
house_educlabor | 4.472099 1.113782 4.02 0.000 2.287898 6.6563
house_energycommerce | 4.021679 1.175961 3.42 0.001 1.715539 6.327818
house_foreignaffairs | 3.789965 3.615625 1.05 0.295 -3.300519 10.88045
house_governmentop | -8.609255 2.811247 -3.06 0.002 -14.1223 -3.096211
house_intelligence | 4.550092 6.749103 0.67 0.500 -8.685355 17.78554
house_interior | 14.46935 16.64072 0.87 0.385 -18.16422 47.10293
house_judiciary | 2.498935 1.235731 2.02 0.043 .0755823 4.922287
house_mmf | 4.321932 15.97945 0.27 0.787 -27.01484 35.65871
house_pocs | 3.416831 3.685503 0.93 0.354 -3.81069 10.64435
house_pwt | 20.7278 10.94577 1.89 0.058 -.7375921 42.1932
house_rules | -5.451872 3.744835 -1.46 0.146 -12.79575 1.892003
house_sst | 2.180526 7.509238 0.29 0.772 -12.5456 16.90665
house_smallbusi | -8.298738 5.375451 -1.54 0.123 -18.84036 2.242884
house_soc | 0 (omitted)
house_veterans | -1.06182 2.102419 -0.51 0.614 -5.184804 3.061165
house_waysandmeans | -.2266409 1.000689 -0.23 0.821 -2.189059 1.735778
house_naturalresources | 18.4447 7.909051 2.33 0.020 2.934516 33.95488
house_bfs | -1.076339 2.115786 -0.51 0.611 -5.225539 3.072861
house_eeo | -3.112867 2.541552 -1.22 0.221 -8.097023 1.871289
house_govreform | 3.708468 2.775323 1.34 0.182 -1.734128 9.151063
house_ir | 8.756175 5.03325 1.74 0.082 -1.114367 18.62672
house_natsecur | 18.50756 10.30712 1.80 0.073 -1.705394 38.72052
house_oversight | -5.883836 3.94048 -1.49 0.136 -13.61138 1.843711
house_resources | 8.472228 6.687414 1.27 0.205 -4.642241 21.5867
house_science | .7309005 4.182144 0.17 0.861 -7.470566 8.932367
house_transp | 5.858796 4.104505 1.43 0.154 -2.190415 13.90801
house_homeland | -7.899863 3.936635 -2.01 0.045 -15.61987 -.1798571
sponsor_democrat | 0 (omitted)
sponsor_rookie | -5.395615 1.302053 -4.14 0.000 -7.949029 -2.8422
sponsor_tenure_run | .6351482 .169475 3.75 0.000 .3027964 .9675001
sponsor_age | -.0373014 .0566408 -0.66 0.510 -.1483778 .0737751
leader | 6.167788 1.67859 3.67 0.000 2.875959 9.459616
ivycoll | .4946018 1.27716 0.39 0.699 -2.009996 2.999199
black | -3.747398 2.216424 -1.69 0.091 -8.093956 .5991592
occ0 | -2.629937 1.464889 -1.80 0.073 -5.502683 .2428079
occ1 | -.3017761 1.605891 -0.19 0.851 -3.451037 2.847485
occ2 | -2.751835 1.341059 -2.05 0.040 -5.381742 -.1219286
occ3 | -2.984813 1.765907 -1.69 0.091 -6.447876 .4782496
occ4 | -2.563223 1.788941 -1.43 0.152 -6.071458 .9450118
borninstate | 2.26402 .8633612 2.62 0.009 .57091 3.957129
tot_bills | -.293141 .0260924 -11.23 0.000 -.3443099 -.2419721
NE | -1.645241 1.517029 -1.08 0.278 -4.620237 1.329755
MW | .3044318 1.396684 0.22 0.827 -2.434561 3.043424
WE | 3.071581 1.566174 1.96 0.050 .0002078 6.142955
pct_black | 8.688263 5.11285 1.70 0.089 -1.33838 18.71491
pct_urban | 2.155899 3.18896 0.68 0.499 -4.097866 8.409664
pct_for_born | 2.142694 6.329314 0.34 0.735 -10.26952 14.55491
pct_age_over65 | 20.04083 13.97781 1.43 0.152 -7.3706 47.45225
lninc | 6.35787 2.551423 2.49 0.013 1.354357 11.36138
lnpden | -.55805 .4846628 -1.15 0.250 -1.508506 .3924064
_cons | -37.34577 24.41077 -1.53 0.126 -85.21693 10.52538
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 827 1 0 1 1
j = 1 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4
> borninstate tot_bills NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden if sponsor_party==200 & tag_bill==1 & women_friend1==1, robust cluster
> (group_sponsor)
note: house_soc omitted because of collinearity
note: sponsor_democrat omitted because of collinearity
Linear regression Number of obs = 8,292
F(134, 1868) = .
Prob > F = .
R-squared = 0.0698
Root MSE = 39.07
(Std. Err. adjusted for 1,869 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 4.045121 1.866371 2.17 0.030 .3847305 7.705512
|
v2 |
102 | 1.015019 2.300343 0.44 0.659 -3.496493 5.526531
103 | -2.886984 3.511857 -0.82 0.411 -9.77456 4.000592
104 | .0240094 3.51575 0.01 0.995 -6.871201 6.91922
105 | 1.490785 3.229808 0.46 0.644 -4.843627 7.825197
106 | 3.129854 3.228817 0.97 0.332 -3.202614 9.462321
107 | 5.471905 3.387181 1.62 0.106 -1.171151 12.11496
108 | -8.393942 10.65927 -0.79 0.431 -29.29927 12.51138
109 | -9.108812 10.49014 -0.87 0.385 -29.68244 11.46482
110 | -17.35274 10.59927 -1.64 0.102 -38.1404 3.434917
111 | -18.09803 10.65478 -1.70 0.090 -38.99455 2.7985
|
minor |
201 | -6.896413 7.528262 -0.92 0.360 -21.6611 7.868276
202 | 9.415381 9.59496 0.98 0.327 -9.402588 28.23335
204 | -.5096121 4.415747 -0.12 0.908 -9.169928 8.150704
205 | 18.3233 18.31232 1.00 0.317 -17.59147 54.23806
206 | 14.63329 6.734668 2.17 0.030 1.425027 27.84156
207 | 14.73004 5.090754 2.89 0.004 4.745878 24.71421
208 | -2.400159 4.084679 -0.59 0.557 -10.41117 5.610855
209 | -19.19075 4.100256 -4.68 0.000 -27.23231 -11.14918
299 | 62.19333 17.71618 3.51 0.000 27.44774 96.93892
300 | -4.13292 5.917532 -0.70 0.485 -15.73859 7.472749
301 | -2.196588 4.491769 -0.49 0.625 -11.006 6.612826
302 | 1.199464 3.978522 0.30 0.763 -6.603351 9.002279
321 | .2184646 4.885637 0.04 0.964 -9.363416 9.800345
322 | -6.353133 4.235208 -1.50 0.134 -14.65937 1.953105
323 | 1.384007 5.41055 0.26 0.798 -9.227352 11.99537
324 | -6.921537 5.270528 -1.31 0.189 -17.25828 3.415205
325 | -5.625426 4.42926 -1.27 0.204 -14.31224 3.061392
331 | 11.6166 5.630799 2.06 0.039 .5732824 22.65992
332 | .1933042 4.486023 0.04 0.966 -8.604841 8.991449
333 | -4.37446 7.416534 -0.59 0.555 -18.92002 10.1711
334 | 5.346758 4.828616 1.11 0.268 -4.12329 14.81681
335 | -1.439667 5.669122 -0.25 0.800 -12.55815 9.678812
336 | 10.34357 6.514076 1.59 0.112 -2.43206 23.1192
341 | 1.399401 6.062363 0.23 0.817 -10.49032 13.28912
342 | 1.229861 10.50738 0.12 0.907 -19.37758 21.8373
343 | -12.41424 4.370555 -2.84 0.005 -20.98592 -3.842556
344 | 30.48078 12.68339 2.40 0.016 5.605671 55.35589
398 | 7.57674 4.963841 1.53 0.127 -2.158518 17.312
399 | -5.102405 9.464623 -0.54 0.590 -23.66475 13.45994
500 | -3.73605 5.60292 -0.67 0.505 -14.72469 7.252591
501 | 1.117706 5.101165 0.22 0.827 -8.886876 11.12229
502 | -6.299638 4.1164 -1.53 0.126 -14.37287 1.77359
503 | -1.210016 4.12963 -0.29 0.770 -9.30919 6.889157
504 | 11.2983 5.638563 2.00 0.045 .2397499 22.35684
505 | -3.105796 3.887151 -0.80 0.424 -10.72941 4.517819
506 | 2.486605 6.996725 0.36 0.722 -11.23561 16.20882
508 | -7.8642 3.973869 -1.98 0.048 -15.65789 -.0705103
529 | 6.824492 7.492295 0.91 0.362 -7.869658 21.51864
530 | -3.845083 3.601175 -1.07 0.286 -10.90783 3.217665
599 | 4.11461 9.380112 0.44 0.661 -14.28199 22.51121
600 | 4.352834 5.313621 0.82 0.413 -6.068424 14.77409
601 | -1.441292 3.746025 -0.38 0.700 -8.788127 5.905543
602 | .7281814 3.940243 0.18 0.853 -6.999559 8.455922
603 | 2.777785 5.586249 0.50 0.619 -8.178162 13.73373
604 | -5.75398 4.487972 -1.28 0.200 -14.55595 3.047988
606 | 2.78334 5.451524 0.51 0.610 -7.908378 13.47506
607 | 5.37285 5.215957 1.03 0.303 -4.856866 15.60257
609 | .1744064 5.539503 0.03 0.975 -10.68986 11.03867
698 | -6.788578 6.547239 -1.04 0.300 -19.62925 6.052095
699 | -6.817163 5.825137 -1.17 0.242 -18.24162 4.607298
1200 | -1.491775 6.594696 -0.23 0.821 -14.42552 11.44197
1201 | -6.589268 4.370324 -1.51 0.132 -15.1605 1.981962
1202 | -9.124806 4.820666 -1.89 0.059 -18.57926 .3296518
1203 | -7.353465 3.886647 -1.89 0.059 -14.97609 .2691624
1204 | -9.234441 3.832831 -2.41 0.016 -16.75152 -1.71736
1205 | -4.223407 4.538315 -0.93 0.352 -13.12411 4.677294
1206 | -11.0637 4.286788 -2.58 0.010 -19.4711 -2.656305
1207 | -5.97488 3.881126 -1.54 0.124 -13.58668 1.636921
1208 | 6.526979 4.809674 1.36 0.175 -2.905922 15.95988
1209 | 11.03377 4.040394 2.73 0.006 3.109608 18.95793
1210 | -1.918883 4.321476 -0.44 0.657 -10.39431 6.556545
1211 | .1562835 5.107764 0.03 0.976 -9.861242 10.17381
1299 | -8.248097 5.968438 -1.38 0.167 -19.95361 3.457412
1300 | .7067309 7.735034 0.09 0.927 -14.46349 15.87695
1301 | 3.110377 7.571642 0.41 0.681 -11.73939 17.96014
1302 | -9.603088 4.487743 -2.14 0.032 -18.4046 -.8015714
1303 | -1.033211 4.016046 -0.26 0.797 -8.90962 6.843199
1304 | 12.44935 7.563374 1.65 0.100 -2.384199 27.28291
1305 | 20.84091 9.508847 2.19 0.029 2.191825 39.48999
1399 | -9.266441 5.281074 -1.75 0.079 -19.62387 1.090985
|
house_administration | -4.14157 3.266401 -1.27 0.205 -10.54775 2.264609
house_agriculture | 3.965639 4.189144 0.95 0.344 -4.250256 12.18153
house_appropriations | -1.835209 5.202772 -0.35 0.724 -12.03907 8.368648
house_armedservices | 9.084296 4.204726 2.16 0.031 .8378413 17.33075
house_budget | -5.497021 4.154062 -1.32 0.186 -13.64411 2.650069
house_dc | -6.861278 5.287104 -1.30 0.195 -17.23053 3.507974
house_educlabor | -.7162885 1.472548 -0.49 0.627 -3.604301 2.171724
house_energycommerce | 9.02429 1.481641 6.09 0.000 6.118444 11.93014
house_foreignaffairs | 4.740874 4.20839 1.13 0.260 -3.512766 12.99451
house_governmentop | 13.62646 9.630335 1.41 0.157 -5.260891 32.5138
house_intelligence | -7.125569 9.74892 -0.73 0.465 -26.24549 11.99435
house_interior | 14.55841 9.816429 1.48 0.138 -4.693914 33.81073
house_judiciary | 4.884267 1.530924 3.19 0.001 1.881765 7.886769
house_mmf | 4.344789 8.921631 0.49 0.626 -13.15262 21.8422
house_pocs | -8.321086 3.837624 -2.17 0.030 -15.84757 -.7946052
house_pwt | -5.807302 6.134707 -0.95 0.344 -17.8389 6.224299
house_rules | -1.685103 4.268784 -0.39 0.693 -10.05719 6.686985
house_sst | -8.10158 11.05495 -0.73 0.464 -29.78293 13.57977
house_smallbusi | -10.24845 4.977129 -2.06 0.040 -20.00977 -.4871343
house_soc | 0 (omitted)
house_veterans | -1.147935 2.617651 -0.44 0.661 -6.281763 3.985894
house_waysandmeans | 3.076507 1.328402 2.32 0.021 .4711985 5.681815
house_naturalresources | 1.614833 5.954018 0.27 0.786 -10.06239 13.29206
house_bfs | -6.443245 2.628773 -2.45 0.014 -11.59889 -1.287605
house_eeo | 2.804391 4.209931 0.67 0.505 -5.452273 11.06105
house_govreform | 3.296044 3.097873 1.06 0.287 -2.779611 9.371699
house_ir | -9.72854 3.046878 -3.19 0.001 -15.70418 -3.752896
house_natsecur | 15.91987 12.94926 1.23 0.219 -9.476663 41.3164
house_oversight | 2.222945 6.529416 0.34 0.734 -10.58277 15.02866
house_resources | .3154998 6.588991 0.05 0.962 -12.60706 13.23806
house_science | 4.5443 6.259954 0.73 0.468 -7.73294 16.82154
house_transp | 14.23693 8.012898 1.78 0.076 -1.478243 29.9521
house_homeland | -3.255143 2.67721 -1.22 0.224 -8.50578 1.995493
sponsor_democrat | 0 (omitted)
sponsor_rookie | -3.92075 1.510746 -2.60 0.010 -6.883678 -.9578232
sponsor_tenure_run | -.122384 .2432996 -0.50 0.615 -.5995515 .3547836
sponsor_age | .1088817 .0687642 1.58 0.113 -.025981 .2437443
leader | -.0943203 1.736426 -0.05 0.957 -3.499859 3.311219
ivycoll | .252228 1.833568 0.14 0.891 -3.34383 3.848286
black | -7.240101 4.478355 -1.62 0.106 -16.02321 1.543004
occ0 | 7.220258 1.901081 3.80 0.000 3.491793 10.94872
occ1 | 6.431401 2.178931 2.95 0.003 2.158005 10.7048
occ2 | 4.002229 1.659231 2.41 0.016 .7480875 7.256371
occ3 | 1.498311 2.067972 0.72 0.469 -2.557467 5.554089
occ4 | 5.782516 1.537612 3.76 0.000 2.766897 8.798135
borninstate | 1.018946 1.073108 0.95 0.342 -1.085671 3.123563
tot_bills | -.2048667 .0427438 -4.79 0.000 -.2886972 -.1210361
NE | -2.883668 1.666686 -1.73 0.084 -6.152431 .3850955
MW | 1.479983 1.518325 0.97 0.330 -1.497808 4.457775
WE | -2.855397 1.755204 -1.63 0.104 -6.297764 .5869697
pct_black | 12.31777 9.404361 1.31 0.190 -6.126393 30.76193
pct_urban | 6.452479 4.1831 1.54 0.123 -1.751563 14.65652
pct_for_born | 4.134016 9.981909 0.41 0.679 -15.44285 23.71088
pct_age_over65 | 15.26009 14.01474 1.09 0.276 -12.2261 42.74628
lninc | 9.290387 4.000399 2.32 0.020 1.444665 17.13611
lnpden | -1.099264 .6781288 -1.62 0.105 -2.429233 .2307063
_cons | -88.61371 38.71863 -2.29 0.022 -164.55 -12.67739
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 668 1 0 1 1
j = 2 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female if tag_bill==1 & sample==1 & abs(MV1_female)<=25.22792045028557 & women_friend1==1, robust clus
> ter(group_sponsor)
Linear regression Number of obs = 1,563
F(13, 345) = 1.14
Prob > F = 0.3206
R-squared = 0.0104
Root MSE = 36.045
(Std. Err. adjusted for 346 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | 7.249709 5.203234 1.39 0.164 -2.984344 17.48376
|
v2 |
102 | 7.534243 5.053968 1.49 0.137 -2.406225 17.47471
103 | 2.750727 5.538055 0.50 0.620 -8.141873 13.64333
104 | 3.6834 5.879363 0.63 0.531 -7.880507 15.24731
105 | 7.406562 5.72604 1.29 0.197 -3.855779 18.6689
106 | 5.855035 5.858364 1.00 0.318 -5.66757 17.37764
107 | 9.437478 5.935454 1.59 0.113 -2.236752 21.11171
108 | 7.675856 6.743503 1.14 0.256 -5.587696 20.93941
109 | 3.799474 5.477793 0.69 0.488 -6.974598 14.57355
110 | 2.10713 5.362206 0.39 0.695 -8.439598 12.65386
111 | .3050217 5.14257 0.06 0.953 -9.809713 10.41976
|
MV1_female | -.2355486 .188343 -1.25 0.212 -.6059937 .1348965
femaleXMV1_female | .1906595 .3493365 0.55 0.586 -.4964379 .8777569
_cons | 11.60552 5.17496 2.24 0.026 1.427082 21.78397
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 125 1 0 1 1
j = 2 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female if sponsor_party==100 & tag_bill==1 & sample==1 & abs(MV1_female)<=29.70309229792213 & women_fr
> iend1==1, robust cluster(group_sponsor)
Linear regression Number of obs = 885
F(13, 173) = 1.60
Prob > F = 0.0896
R-squared = 0.0206
Root MSE = 35.517
(Std. Err. adjusted for 174 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | 2.147987 6.604359 0.33 0.745 -10.88751 15.18348
|
v2 |
102 | 10.74087 5.304314 2.02 0.044 .2713689 21.21037
103 | 1.228406 4.441199 0.28 0.782 -7.537504 9.994317
104 | 6.901549 6.753345 1.02 0.308 -6.428009 20.23111
105 | 11.69103 6.709794 1.74 0.083 -1.552569 24.93463
106 | 18.52157 7.247799 2.56 0.011 4.216068 32.82706
107 | 9.427432 7.419656 1.27 0.206 -5.217272 24.07214
108 | 8.737991 9.305003 0.94 0.349 -9.627957 27.10394
109 | 11.55646 7.409519 1.56 0.121 -3.068234 26.18116
110 | 8.653107 5.871357 1.47 0.142 -2.935609 20.24182
111 | 1.280272 4.740839 0.27 0.787 -8.077059 10.6376
|
MV1_female | .0423717 .2846518 0.15 0.882 -.5194659 .6042093
femaleXMV1_female | -.0705438 .4331998 -0.16 0.871 -.9255811 .7844935
_cons | 12.04562 7.022669 1.72 0.088 -1.815523 25.90676
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 72 1 0 1 1
j = 2 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female if sponsor_party==200 & tag_bill==1 & sample==1 & abs(MV1_female)<=13.03771312568893 & women_fr
> iend1==1, robust cluster(group_sponsor)
Linear regression Number of obs = 388
F(13, 83) = 5.11
Prob > F = 0.0000
R-squared = 0.0650
Root MSE = 31.515
(Std. Err. adjusted for 84 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | 17.06819 12.38658 1.38 0.172 -7.568218 41.70461
|
v2 |
102 | .7094864 8.704934 0.08 0.935 -16.60428 18.02325
103 | 4.253524 11.55553 0.37 0.714 -18.72995 27.237
104 | 2.494313 4.688961 0.53 0.596 -6.831841 11.82047
105 | -1.692292 6.543864 -0.26 0.797 -14.70778 11.32319
106 | -5.801341 5.223169 -1.11 0.270 -16.19001 4.587332
107 | 10.6994 7.780415 1.38 0.173 -4.775535 26.17433
108 | 21.09379 8.040502 2.62 0.010 5.10155 37.08602
109 | 1.457844 6.08203 0.24 0.811 -10.63907 13.55476
110 | -6.00155 5.713365 -1.05 0.297 -17.3652 5.362103
111 | 8.237063 6.920511 1.19 0.237 -5.527555 22.00168
|
MV1_female | .0478337 .6674572 0.07 0.943 -1.279712 1.375379
femaleXMV1_female | -1.509317 1.621203 -0.93 0.355 -4.733824 1.71519
_cons | 15.39023 6.038867 2.55 0.013 3.379166 27.40129
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 32 1 0 1 1
j = 3 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(58,109 missing values generated)
(59,925 missing values generated)
(1,816 real changes made)
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female i.minor house_* [aw=wt] if tag_bill==1 & sample==1 & women_friend1==1 & abs(MV1_female)<=25.227
> 92045028557, robust cluster(group_sponsor)
(sum of wgt is 3,236.95740294456)
note: house_smallbusi omitted because of collinearity
note: house_soc omitted because of collinearity
Linear regression Number of obs = 1,563
F(109, 345) = .
Prob > F = .
R-squared = 0.0907
Root MSE = 36.104
(Std. Err. adjusted for 346 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 3.026443 4.668829 0.65 0.517 -6.156508 12.2094
|
v2 |
102 | 7.587698 6.048391 1.25 0.211 -4.308665 19.48406
103 | 1.063359 6.251717 0.17 0.865 -11.23292 13.35964
104 | 1.641905 8.767971 0.19 0.852 -15.6035 18.88731
105 | 3.258519 5.865713 0.56 0.579 -8.278539 14.79558
106 | 4.974814 5.906312 0.84 0.400 -6.642098 16.59173
107 | 6.182791 6.576235 0.94 0.348 -6.751769 19.11735
108 | 5.413321 7.712762 0.70 0.483 -9.756633 20.58327
109 | -.74114 6.09122 -0.12 0.903 -12.72174 11.23946
110 | -.8937869 5.777449 -0.15 0.877 -12.25724 10.46967
111 | -2.097327 5.829373 -0.36 0.719 -13.56291 9.368257
|
MV1_female | -.0921697 .1860181 -0.50 0.621 -.4580419 .2737026
femaleXMV1_female | .1652499 .3308446 0.50 0.618 -.4854764 .8159762
|
minor |
201 | -3.537603 13.07609 -0.27 0.787 -29.2565 22.18129
202 | 21.77279 19.03352 1.14 0.253 -15.66355 59.20912
204 | -1.226322 11.62585 -0.11 0.916 -24.09278 21.64014
205 | 36.49818 47.14464 0.77 0.439 -56.22892 129.2253
206 | 15.50269 16.58332 0.93 0.351 -17.11444 48.11982
207 | 17.7327 9.685258 1.83 0.068 -1.316887 36.78228
208 | 5.388453 8.898568 0.61 0.545 -12.11382 22.89073
209 | -12.53635 7.686079 -1.63 0.104 -27.65382 2.58112
299 | 29.28596 7.920411 3.70 0.000 13.70759 44.86433
300 | 18.02364 23.07896 0.78 0.435 -27.36952 63.41681
301 | .3874748 8.050799 0.05 0.962 -15.44735 16.2223
302 | 11.35769 8.531429 1.33 0.184 -5.422467 28.13785
321 | -1.159207 9.856504 -0.12 0.906 -20.54561 18.2272
322 | -.8827017 7.745331 -0.11 0.909 -16.11671 14.35131
323 | 8.466474 13.34436 0.63 0.526 -17.78007 34.71302
324 | -8.842554 7.495621 -1.18 0.239 -23.58542 5.900312
325 | 16.15856 14.23488 1.14 0.257 -11.83951 44.15662
331 | 25.51304 12.75893 2.00 0.046 .4179619 50.60812
332 | 3.837468 8.013026 0.48 0.632 -11.92306 19.598
333 | 11.99065 12.91437 0.93 0.354 -13.41015 37.39145
334 | 19.7406 14.63027 1.35 0.178 -9.035148 48.51635
335 | 1.265325 12.69242 0.10 0.921 -23.69894 26.22959
336 | 33.72739 20.01825 1.68 0.093 -5.645783 73.10056
341 | -2.358221 8.267739 -0.29 0.776 -18.61974 13.9033
342 | -8.032802 12.38049 -0.65 0.517 -32.38353 16.31793
343 | -3.371372 7.214679 -0.47 0.641 -17.56166 10.81892
344 | -7.235482 7.638372 -0.95 0.344 -22.25912 7.788156
398 | 11.66235 8.231335 1.42 0.157 -4.527563 27.85227
399 | .7793568 10.34247 0.08 0.940 -19.56288 21.12159
500 | -19.15708 11.08088 -1.73 0.085 -40.95167 2.637505
501 | -4.129824 7.61929 -0.54 0.588 -19.11593 10.85628
502 | 4.026933 9.489249 0.42 0.672 -14.63713 22.69099
503 | 7.82985 8.228111 0.95 0.342 -8.353724 24.01342
504 | 27.02995 18.47505 1.46 0.144 -9.307963 63.36786
505 | 13.71342 11.81308 1.16 0.246 -9.521308 36.94815
506 | 1.507571 9.377546 0.16 0.872 -16.93679 19.95193
508 | 4.321245 7.49271 0.58 0.565 -10.4159 19.05839
530 | -.6552065 7.575802 -0.09 0.931 -15.55578 14.24536
599 | -1.439241 11.13593 -0.13 0.897 -23.34211 20.46362
600 | .1197272 7.650783 0.02 0.988 -14.92832 15.16778
601 | 1.600332 7.568649 0.21 0.833 -13.28617 16.48684
602 | 7.827339 7.554874 1.04 0.301 -7.03207 22.68675
603 | 10.32915 11.62145 0.89 0.375 -12.52866 33.18696
604 | -4.406714 8.275742 -0.53 0.595 -20.68397 11.87054
606 | 5.518314 11.99456 0.46 0.646 -18.07336 29.10998
607 | -1.418867 7.117572 -0.20 0.842 -15.41816 12.58043
609 | -3.189641 9.594733 -0.33 0.740 -22.06117 15.68189
698 | .1758716 10.44082 0.02 0.987 -20.35979 20.71154
699 | 7.846284 8.29008 0.95 0.345 -8.459175 24.15174
1200 | -17.61705 8.601415 -2.05 0.041 -34.53487 -.6992414
1201 | 2.527626 10.46424 0.24 0.809 -18.05411 23.10936
1202 | -5.260601 8.978647 -0.59 0.558 -22.92038 12.39918
1203 | -4.793533 8.699274 -0.55 0.582 -21.90382 12.31675
1204 | -3.923455 8.743189 -0.45 0.654 -21.12012 13.27321
1205 | -2.672692 10.2656 -0.26 0.795 -22.86373 17.51835
1206 | -4.101882 8.016943 -0.51 0.609 -19.87012 11.66635
1207 | -.3775227 8.442985 -0.04 0.964 -16.98372 16.22868
1208 | 5.484438 8.445108 0.65 0.516 -11.12594 22.09482
1209 | 6.71553 6.446709 1.04 0.298 -5.96427 19.39533
1210 | 11.97062 17.62777 0.68 0.498 -22.70079 46.64204
1211 | 44.44836 33.3753 1.33 0.184 -21.19632 110.093
1299 | 1.582076 11.61674 0.14 0.892 -21.26646 24.43061
1300 | 2.803401 9.015403 0.31 0.756 -14.92867 20.53547
1301 | 8.585529 10.14192 0.85 0.398 -11.36225 28.53331
1302 | 10.89221 17.4165 0.63 0.532 -23.36368 45.14809
1303 | 4.289222 7.6462 0.56 0.575 -10.74981 19.32826
1304 | 23.60106 16.43279 1.44 0.152 -8.720004 55.92212
1305 | 31.09643 24.8868 1.25 0.212 -17.85251 80.04538
1399 | -7.440337 7.732951 -0.96 0.337 -22.65 7.769325
|
house_administration | 2.860393 6.959901 0.41 0.681 -10.82879 16.54957
house_agriculture | 6.26649 8.665949 0.72 0.470 -10.77825 23.31123
house_appropriations | 8.045079 7.646858 1.05 0.294 -6.99525 23.08541
house_armedservices | 19.14013 10.91499 1.75 0.080 -2.328168 40.60842
house_budget | -13.17992 11.06942 -1.19 0.235 -34.95197 8.592126
house_dc | -22.58089 9.678265 -2.33 0.020 -41.61672 -3.545056
house_educlabor | 1.412168 3.082345 0.46 0.647 -4.650386 7.474722
house_energycommerce | 3.333137 4.046772 0.82 0.411 -4.626312 11.29259
house_foreignaffairs | 20.11861 10.19117 1.97 0.049 .0739714 40.16325
house_governmentop | -10.58652 10.33421 -1.02 0.306 -30.9125 9.739459
house_intelligence | 6.333602 13.41236 0.47 0.637 -20.04669 32.71389
house_interior | -1.645614 10.87032 -0.15 0.880 -23.02606 19.73483
house_judiciary | 7.006019 3.395486 2.06 0.040 .3275601 13.68448
house_mmf | -47.58046 32.50553 -1.46 0.144 -111.5144 16.35349
house_pocs | -16.01694 4.809756 -3.33 0.001 -25.47708 -6.556805
house_pwt | 13.62369 18.10213 0.75 0.452 -21.98075 49.22812
house_rules | -2.789863 7.787425 -0.36 0.720 -18.10667 12.52694
house_sst | -18.07563 31.12976 -0.58 0.562 -79.30363 43.15237
house_smallbusi | 0 (omitted)
house_soc | 0 (omitted)
house_veterans | -.7090465 6.644374 -0.11 0.915 -13.77763 12.35953
house_waysandmeans | 1.307243 2.947312 0.44 0.658 -4.489719 7.104205
house_naturalresources | -6.555072 25.29446 -0.26 0.796 -56.30582 43.19568
house_bfs | 6.955971 7.271905 0.96 0.339 -7.346875 21.25882
house_eeo | -6.807412 6.73528 -1.01 0.313 -20.05479 6.439966
house_govreform | 3.760518 5.504775 0.68 0.495 -7.066626 14.58766
house_ir | -1.099161 5.792051 -0.19 0.850 -12.49134 10.29301
house_natsecur | .4882954 7.874328 0.06 0.951 -14.99944 15.97603
house_oversight | -9.938635 5.497768 -1.81 0.072 -20.752 .8747265
house_resources | 8.016013 17.91827 0.45 0.655 -27.22679 43.25881
house_science | -4.998523 8.187499 -0.61 0.542 -21.10222 11.10517
house_transp | 2.448982 7.634184 0.32 0.749 -12.56642 17.46438
house_homeland | .8530899 6.15065 0.14 0.890 -11.2444 12.95058
_cons | 6.084655 7.318417 0.83 0.406 -8.309675 20.47898
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 125 1 0 1 1
j = 3 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(59,825 missing values generated)
(60,547 missing values generated)
(722 real changes made)
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female i.minor house_* [aw=wt] if sponsor_party==100 & tag_bill==1 & sample==1 & women_friend1==1 & ab
> s(MV1_female)<=29.70309229792213, robust cluster(group_sponsor)
(sum of wgt is 1,764.03508281708)
note: house_foreignaffairs omitted because of collinearity
note: house_smallbusi omitted because of collinearity
note: house_soc omitted because of collinearity
Linear regression Number of obs = 885
F(92, 173) = .
Prob > F = .
R-squared = 0.1672
Root MSE = 33.581
(Std. Err. adjusted for 174 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -2.308432 6.275066 -0.37 0.713 -14.69398 10.07711
|
v2 |
102 | 11.48126 6.829648 1.68 0.095 -1.998905 24.96142
103 | 5.555161 5.509388 1.01 0.315 -5.319111 16.42943
104 | 6.765058 8.741969 0.77 0.440 -10.48959 24.01971
105 | 8.919921 7.252108 1.23 0.220 -5.394082 23.23392
106 | 15.88733 7.062107 2.25 0.026 1.948349 29.82632
107 | 8.001874 7.986267 1.00 0.318 -7.761192 23.76494
108 | 11.07416 9.916112 1.12 0.266 -8.497976 30.6463
109 | 11.63454 7.323716 1.59 0.114 -2.820804 26.08988
110 | 11.33556 6.262825 1.81 0.072 -1.025824 23.69695
111 | .8457287 5.405665 0.16 0.876 -9.823819 11.51528
|
MV1_female | .0307586 .2452048 0.13 0.900 -.4532196 .5147368
femaleXMV1_female | .1456579 .404113 0.36 0.719 -.6519687 .9432845
|
minor |
202 | -21.8301 33.78313 -0.65 0.519 -88.51028 44.85008
205 | 152.7133 38.64619 3.95 0.000 76.43457 228.992
206 | -26.5305 24.49209 -1.08 0.280 -74.87228 21.81128
207 | 19.89472 27.9587 0.71 0.478 -35.28937 75.07881
208 | -26.1465 27.06495 -0.97 0.335 -79.56653 27.27353
300 | -26.1254 35.3284 -0.74 0.461 -95.85558 43.60478
301 | -35.94791 35.25638 -1.02 0.309 -105.5359 33.64012
302 | -26.42809 32.69966 -0.81 0.420 -90.96975 38.11356
321 | -32.10435 35.93312 -0.89 0.373 -103.0281 38.81942
322 | -36.26879 31.21671 -1.16 0.247 -97.88344 25.34587
323 | -29.96573 34.31833 -0.87 0.384 -97.70226 37.7708
324 | -22.96895 22.99026 -1.00 0.319 -68.34647 22.40857
325 | -22.30325 34.41562 -0.65 0.518 -90.23182 45.62532
331 | -17.96467 36.24168 -0.50 0.621 -89.49745 53.56812
332 | -24.17848 29.12979 -0.83 0.408 -81.67403 33.31707
333 | -2.134271 40.42339 -0.05 0.958 -81.9208 77.65226
334 | -18.83639 33.54172 -0.56 0.575 -85.04008 47.36729
335 | -26.62435 36.18213 -0.74 0.463 -98.0396 44.79089
336 | -1.979268 40.58129 -0.05 0.961 -82.07746 78.11892
341 | -37.06983 33.45199 -1.11 0.269 -103.0964 28.95674
342 | -39.88749 30.67999 -1.30 0.195 -100.4428 20.6678
343 | -34.13565 31.05244 -1.10 0.273 -95.42606 27.15477
344 | -30.88312 29.6654 -1.04 0.299 -89.43584 27.66961
398 | -28.3645 31.0004 -0.91 0.361 -89.55221 32.82321
399 | -44.38321 34.93467 -1.27 0.206 -113.3363 24.56984
500 | -49.33198 34.78419 -1.42 0.158 -117.988 19.32406
501 | -25.91397 27.15194 -0.95 0.341 -79.50569 27.67775
502 | -32.17052 31.42417 -1.02 0.307 -94.19465 29.85361
503 | -33.50255 30.799 -1.09 0.278 -94.29273 27.28763
504 | -10.99422 33.94982 -0.32 0.746 -78.0034 56.01496
505 | -8.522627 33.57228 -0.25 0.800 -74.78663 57.74138
506 | -15.71146 29.69883 -0.53 0.597 -74.33016 42.90723
508 | -22.12785 30.34663 -0.73 0.467 -82.02517 37.76946
530 | -27.31067 25.61072 -1.07 0.288 -77.86037 23.23903
600 | -25.87019 29.90166 -0.87 0.388 -84.88923 33.14886
601 | -28.62419 30.70087 -0.93 0.352 -89.22069 31.9723
602 | -22.10643 30.11668 -0.73 0.464 -81.54987 37.337
603 | -22.71751 30.83779 -0.74 0.462 -83.58425 38.14923
604 | -29.25457 30.49049 -0.96 0.339 -89.43581 30.92668
606 | -39.75759 36.91108 -1.08 0.283 -112.6116 33.09644
607 | -35.47257 30.37283 -1.17 0.244 -95.4216 24.47645
609 | -38.54566 39.3176 -0.98 0.328 -116.1496 39.05829
698 | -42.14524 36.12832 -1.17 0.245 -113.4543 29.1638
699 | -20.30809 30.04154 -0.68 0.500 -79.60322 38.98703
1200 | -37.5243 30.22989 -1.24 0.216 -97.19119 22.14259
1201 | -20.92419 26.34038 -0.79 0.428 -72.91408 31.0657
1202 | -40.46054 29.157 -1.39 0.167 -98.0098 17.08871
1203 | -34.00287 31.40749 -1.08 0.280 -95.99407 27.98833
1204 | -18.31771 26.53705 -0.69 0.491 -70.69578 34.06036
1205 | -6.443608 31.40089 -0.21 0.838 -68.42179 55.53458
1206 | -34.08551 28.77556 -1.18 0.238 -90.88189 22.71087
1207 | -22.94152 27.84933 -0.82 0.411 -77.90973 32.0267
1208 | -15.00475 26.33504 -0.57 0.570 -66.98409 36.97459
1209 | -17.19438 25.33558 -0.68 0.498 -67.20102 32.81226
1210 | -15.12213 26.65765 -0.57 0.571 -67.73824 37.49398
1211 | -36.60807 40.40752 -0.91 0.366 -116.3633 43.14713
1299 | -11.41866 29.89319 -0.38 0.703 -70.42099 47.58367
1300 | -34.58051 30.07681 -1.15 0.252 -93.94526 24.78424
1301 | -20.47871 29.68634 -0.69 0.491 -79.07276 38.11534
1302 | -27.75415 31.27772 -0.89 0.376 -89.48923 33.98092
1303 | -23.07737 30.25179 -0.76 0.447 -82.78749 36.63274
1304 | 14.66794 38.59318 0.38 0.704 -61.50618 90.84206
1305 | 10.8039 41.86553 0.26 0.797 -71.82909 93.43688
1399 | -33.2731 29.52971 -1.13 0.261 -91.558 25.01179
|
house_administration | -.6129414 11.59063 -0.05 0.958 -23.4902 22.26431
house_agriculture | -5.254402 10.24404 -0.51 0.609 -25.4738 14.965
house_appropriations | 11.10536 8.564675 1.30 0.196 -5.799355 28.01007
house_armedservices | 12.41444 15.32043 0.81 0.419 -17.82457 42.65346
house_budget | -31.96153 12.03082 -2.66 0.009 -55.70763 -8.21544
house_dc | -23.3814 11.64195 -2.01 0.046 -46.35995 -.4028448
house_educlabor | 7.998134 5.181912 1.54 0.125 -2.229776 18.22604
house_energycommerce | 10.76892 7.361594 1.46 0.145 -3.761182 25.29903
house_foreignaffairs | 0 (omitted)
house_governmentop | -51.38194 25.32579 -2.03 0.044 -101.3693 -1.394612
house_intelligence | 14.57045 24.5397 0.59 0.553 -33.8653 63.0062
house_interior | -8.286592 13.89894 -0.60 0.552 -35.71992 19.14673
house_judiciary | -1.127477 5.030466 -0.22 0.823 -11.05647 8.801513
house_mmf | 16.68467 19.82364 0.84 0.401 -22.44266 55.812
house_pocs | -14.69281 6.037716 -2.43 0.016 -26.60988 -2.775737
house_pwt | 9.562252 9.242098 1.03 0.302 -8.679535 27.80404
house_rules | 30.60383 13.22273 2.31 0.022 4.505191 56.70248
house_sst | 7.454687 10.64425 0.70 0.485 -13.55462 28.46399
house_smallbusi | 0 (omitted)
house_soc | 0 (omitted)
house_veterans | 13.49169 10.22873 1.32 0.189 -6.697485 33.68087
house_waysandmeans | 4.168018 5.070839 0.82 0.412 -5.840658 14.17669
house_naturalresources | -41.09626 21.68814 -1.89 0.060 -83.90369 1.711161
house_bfs | -4.759342 8.84137 -0.54 0.591 -22.21018 12.6915
house_eeo | -3.53933 7.418949 -0.48 0.634 -18.18264 11.10398
house_govreform | 7.010237 14.69307 0.48 0.634 -21.99053 36.011
house_ir | 10.03086 6.251256 1.60 0.110 -2.307693 22.36941
house_natsecur | 5.512783 10.34493 0.53 0.595 -14.90574 25.93131
house_oversight | -4.110803 14.0545 -0.29 0.770 -31.85117 23.62957
house_resources | .1006501 21.16642 0.00 0.996 -41.67702 41.87832
house_science | 13.53668 12.61297 1.07 0.285 -11.35845 38.4318
house_transp | 14.91576 9.592962 1.55 0.122 -4.018552 33.85007
house_homeland | -7.793725 6.387052 -1.22 0.224 -20.40031 4.812856
_cons | 28.18112 27.43018 1.03 0.306 -25.95978 82.32202
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 72 1 0 1 1
j = 3 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(60,738 missing values generated)
(61,776 missing values generated)
(1,038 real changes made)
reg numb_cosponsors sponsor_female i.v2 MV1_female femaleXMV1_female i.minor house_* [aw=wt] if sponsor_party==200 & tag_bill==1 & sample==1 & women_friend1==1 & ab
> s(MV1_female)<=13.03771312568893, robust cluster(group_sponsor)
(sum of wgt is 699.5198518037796)
note: house_dc omitted because of collinearity
note: house_interior omitted because of collinearity
note: house_mmf omitted because of collinearity
note: house_pocs omitted because of collinearity
note: house_sst omitted because of collinearity
note: house_smallbusi omitted because of collinearity
note: house_soc omitted because of collinearity
note: house_naturalresources omitted because of collinearity
note: house_natsecur omitted because of collinearity
note: house_science omitted because of collinearity
Linear regression Number of obs = 374
F(70, 81) = .
Prob > F = .
R-squared = 0.3657
Root MSE = 29.652
(Std. Err. adjusted for 82 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 19.68477 9.821774 2.00 0.048 .1425181 39.22702
|
v2 |
103 | 15.11242 20.3732 0.74 0.460 -25.42386 55.64871
104 | 11.16068 10.15802 1.10 0.275 -9.050596 31.37196
105 | 2.487204 7.774757 0.32 0.750 -12.98212 17.95653
106 | .114335 7.199911 0.02 0.987 -14.21123 14.4399
107 | 15.07761 8.14731 1.85 0.068 -1.132984 31.2882
108 | 25.20077 11.19551 2.25 0.027 2.925219 47.47633
109 | 3.214858 8.840037 0.36 0.717 -14.37404 20.80376
110 | -8.14139 7.227193 -1.13 0.263 -22.52124 6.238457
111 | 8.990385 9.533762 0.94 0.348 -9.978811 27.95958
|
MV1_female | -.3404319 .8729067 -0.39 0.698 -2.077242 1.396379
femaleXMV1_female | -1.314399 1.676862 -0.78 0.435 -4.650829 2.02203
|
minor |
202 | 114.6034 18.52358 6.19 0.000 77.74732 151.4595
204 | -39.47977 34.55395 -1.14 0.257 -108.2313 29.27175
206 | -13.8556 27.40423 -0.51 0.615 -68.38144 40.67023
207 | 4.415921 13.28167 0.33 0.740 -22.01043 30.84227
208 | 9.666149 13.27473 0.73 0.469 -16.7464 36.0787
209 | -7.089385 9.701633 -0.73 0.467 -26.39259 12.21382
300 | 57.02849 57.4134 0.99 0.324 -57.20617 171.2632
301 | 8.707207 14.75403 0.59 0.557 -20.64869 38.0631
302 | 31.38109 12.3771 2.54 0.013 6.754537 56.00764
321 | 10.35983 14.37087 0.72 0.473 -18.23369 38.95335
322 | 9.661267 14.30478 0.68 0.501 -18.80076 38.1233
323 | .6017564 11.99509 0.05 0.960 -23.26472 24.46823
324 | -8.849912 12.02631 -0.74 0.464 -32.77849 15.07867
325 | 47.7963 30.18802 1.58 0.117 -12.26839 107.861
331 | 53.07827 15.45746 3.43 0.001 22.32277 83.83377
332 | 11.1524 12.28628 0.91 0.367 -13.29344 35.59823
333 | 22.58597 13.08728 1.73 0.088 -3.453605 48.62555
334 | 24.69282 20.58633 1.20 0.234 -16.26751 65.65315
335 | -9.543131 9.875171 -0.97 0.337 -29.19162 10.10536
336 | 11.34245 10.17675 1.11 0.268 -8.906099 31.59099
341 | 11.17321 12.92836 0.86 0.390 -14.55018 36.89659
343 | 14.15859 9.229393 1.53 0.129 -4.205003 32.52219
398 | 26.90474 18.43118 1.46 0.148 -9.767518 63.577
399 | 12.16029 17.40031 0.70 0.487 -22.46086 46.78144
500 | -2.691745 25.39973 -0.11 0.916 -53.22924 47.84575
503 | 18.90925 12.37893 1.53 0.131 -5.720932 43.53943
505 | 10.37541 6.961029 1.49 0.140 -3.474852 24.22568
506 | -4.912526 20.29905 -0.24 0.809 -45.30127 35.47622
508 | 27.77142 22.54684 1.23 0.222 -17.08971 72.63256
530 | 2.009812 8.990157 0.22 0.824 -15.87778 19.89741
599 | 16.62406 11.06456 1.50 0.137 -5.390937 38.63906
600 | 1.73277 9.636474 0.18 0.858 -17.44079 20.90633
601 | 16.59525 10.06535 1.65 0.103 -3.431641 36.62214
602 | 16.56799 9.676399 1.71 0.091 -2.685004 35.82099
603 | 35.6494 14.46666 2.46 0.016 6.865293 64.43351
604 | 12.69014 7.160654 1.77 0.080 -1.557314 26.9376
606 | 24.44479 12.83066 1.91 0.060 -1.084207 49.97378
607 | 7.142091 8.621769 0.83 0.410 -10.01252 24.29671
609 | .4449672 7.981395 0.06 0.956 -15.4355 16.32544
699 | 11.46423 8.433382 1.36 0.178 -5.315555 28.24401
1202 | 5.415834 14.8276 0.37 0.716 -24.08643 34.9181
1203 | 2.233357 8.911089 0.25 0.803 -15.49691 19.96363
1204 | 15.09657 11.58549 1.30 0.196 -7.954924 38.14807
1205 | -16.12905 20.31797 -0.79 0.430 -56.55543 24.29732
1206 | 8.89442 8.500819 1.05 0.299 -8.019543 25.80838
1207 | -6.091939 6.723898 -0.91 0.368 -19.47039 7.286508
1208 | .5254238 11.87163 0.04 0.965 -23.0954 24.14625
1209 | 13.17597 9.863861 1.34 0.185 -6.450015 32.80196
1210 | 5.361617 8.123814 0.66 0.511 -10.80222 21.52546
1211 | 34.96143 7.765384 4.50 0.000 19.51075 50.41211
1299 | -9.547424 9.871566 -0.97 0.336 -29.18874 10.0939
1300 | 1.188674 14.68484 0.08 0.936 -28.02955 30.4069
1302 | -8.191565 20.17314 -0.41 0.686 -48.32978 31.94665
1303 | 18.17364 9.297704 1.95 0.054 -.3258757 36.67316
1304 | -22.70606 12.79874 -1.77 0.080 -48.17154 2.759414
1399 | -3.246189 9.993853 -0.32 0.746 -23.13082 16.63844
|
house_administration | 50.36211 23.67535 2.13 0.036 3.255581 97.46863
house_agriculture | -4.725928 19.27915 -0.25 0.807 -43.08538 33.63353
house_appropriations | -15.17819 17.84274 -0.85 0.397 -50.67964 20.32327
house_armedservices | 2.511875 22.24076 0.11 0.910 -41.74025 46.764
house_budget | 3.627126 14.42382 0.25 0.802 -25.07176 32.32601
house_dc | 0 (omitted)
house_educlabor | -17.00807 6.573217 -2.59 0.011 -30.08672 -3.929435
house_energycommerce | -2.696619 6.401378 -0.42 0.675 -15.43335 10.04012
house_foreignaffairs | -22.47336 18.76289 -1.20 0.235 -59.80563 14.8589
house_governmentop | -34.76248 34.34029 -1.01 0.314 -103.0889 33.56392
house_intelligence | 32.28324 25.09874 1.29 0.202 -17.65539 82.22186
house_interior | 0 (omitted)
house_judiciary | .5953531 7.283907 0.08 0.935 -13.89734 15.08804
house_mmf | 0 (omitted)
house_pocs | 0 (omitted)
house_pwt | 90.37412 30.43231 2.97 0.004 29.82336 150.9249
house_rules | -18.91446 17.32667 -1.09 0.278 -53.38909 15.56017
house_sst | 0 (omitted)
house_smallbusi | 0 (omitted)
house_soc | 0 (omitted)
house_veterans | -19.86623 11.90985 -1.67 0.099 -43.5631 3.830646
house_waysandmeans | -5.467109 6.16341 -0.89 0.378 -17.73036 6.796145
house_naturalresources | 0 (omitted)
house_bfs | 11.26262 10.47444 1.08 0.285 -9.578223 32.10347
house_eeo | -18.02658 10.7533 -1.68 0.098 -39.42228 3.369111
house_govreform | -35.4449 20.14916 -1.76 0.082 -75.5354 4.645598
house_ir | -3.034379 17.48949 -0.17 0.863 -37.83299 31.76423
house_natsecur | 0 (omitted)
house_oversight | 56.65443 29.21758 1.94 0.056 -1.479388 114.7882
house_resources | 100.2118 24.22143 4.14 0.000 52.01874 148.4048
house_science | 0 (omitted)
house_transp | 14.84443 9.076678 1.64 0.106 -3.215315 32.90417
house_homeland | 74.25924 12.3257 6.02 0.000 49.73496 98.78352
_cons | 2.589158 11.26596 0.23 0.819 -19.82657 25.00489
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 31 1 0 1 1
j = 4 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if tag_bill==1 & women_friend1==1, robust cluster(group_sponsor)
(sum of wgt is 42,754.1069014072)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 18,136
F(113, 3727) = 5.60
Prob > F = 0.0000
R-squared = 0.0699
Root MSE = 37.259
(Std. Err. adjusted for 3,728 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | .0215893 .9638262 0.02 0.982 -1.868089 1.911268
|
v2 |
102 | 6.253607 2.540059 2.46 0.014 1.273564 11.23365
103 | -1.387029 2.488433 -0.56 0.577 -6.265852 3.491794
104 | 1.881256 3.240028 0.58 0.562 -4.471146 8.233658
105 | 4.810572 2.001253 2.40 0.016 .8869152 8.734229
106 | 8.071143 2.72535 2.96 0.003 2.72782 13.41447
107 | 9.784013 2.698499 3.63 0.000 4.493334 15.07469
108 | 8.419741 2.42486 3.47 0.001 3.66556 13.17392
109 | 7.251778 1.811973 4.00 0.000 3.699224 10.80433
110 | 5.528125 2.032772 2.72 0.007 1.542671 9.513579
111 | 2.104795 2.121316 0.99 0.321 -2.054258 6.263848
|
minor |
201 | -16.76224 6.658463 -2.52 0.012 -29.81683 -3.707652
202 | 15.7132 10.59863 1.48 0.138 -5.066477 36.49287
204 | -21.01546 7.24491 -2.90 0.004 -35.21983 -6.811082
205 | 62.6235 26.96968 2.32 0.020 9.746731 115.5003
206 | -11.46022 6.041598 -1.90 0.058 -23.30538 .384942
207 | -2.873337 8.035121 -0.36 0.721 -18.627 12.88033
208 | -15.07731 5.531315 -2.73 0.006 -25.92201 -4.232613
209 | -11.545 10.55023 -1.09 0.274 -32.22979 9.139793
299 | 46.61947 17.647 2.64 0.008 12.02075 81.21819
300 | -8.252626 7.162868 -1.15 0.249 -22.29615 5.790897
301 | -11.31404 6.356263 -1.78 0.075 -23.77614 1.148049
302 | -9.40316 5.886418 -1.60 0.110 -20.94408 2.137756
321 | -13.32405 6.320257 -2.11 0.035 -25.71555 -.9325517
322 | -18.21393 5.692707 -3.20 0.001 -29.37505 -7.052803
323 | -11.38427 5.918295 -1.92 0.054 -22.98768 .2191416
324 | -22.78148 5.681994 -4.01 0.000 -33.92161 -11.64136
325 | -12.55799 6.468553 -1.94 0.052 -25.24024 .1242627
331 | 7.118795 7.249872 0.98 0.326 -7.09531 21.3329
332 | -7.917545 5.556364 -1.42 0.154 -18.81136 2.976266
333 | -8.367276 7.528084 -1.11 0.266 -23.12684 6.392291
334 | -6.64779 5.928017 -1.12 0.262 -18.27026 4.974683
335 | -12.33542 7.496829 -1.65 0.100 -27.0337 2.362872
336 | 1.388507 8.120399 0.17 0.864 -14.53235 17.30937
341 | -10.6188 5.845037 -1.82 0.069 -22.07858 .8409875
342 | -16.17394 6.608416 -2.45 0.014 -29.1304 -3.217472
343 | -17.04405 5.476365 -3.11 0.002 -27.78101 -6.307081
344 | -18.05371 6.678064 -2.70 0.007 -31.14673 -4.960692
398 | 2.240466 6.250367 0.36 0.720 -10.01401 14.49494
399 | -15.46844 7.381959 -2.10 0.036 -29.94152 -.9953665
500 | -22.26151 7.710037 -2.89 0.004 -37.37781 -7.145202
501 | -18.30996 5.642027 -3.25 0.001 -29.37172 -7.248193
502 | -13.75268 6.200144 -2.22 0.027 -25.90869 -1.596675
503 | -10.1533 6.126253 -1.66 0.098 -22.16443 1.857839
504 | .2897858 6.844083 0.04 0.966 -13.12873 13.7083
505 | -16.38937 6.213764 -2.64 0.008 -28.57208 -4.206657
506 | -9.402268 6.546241 -1.44 0.151 -22.23683 3.432296
508 | -13.47751 5.67952 -2.37 0.018 -24.61278 -2.342239
529 | -15.22844 6.862078 -2.22 0.027 -28.68224 -1.774648
530 | -16.6438 5.230681 -3.18 0.001 -26.89907 -6.388521
599 | -13.84841 8.220285 -1.68 0.092 -29.9651 2.268289
600 | -13.81074 6.188154 -2.23 0.026 -25.94323 -1.678236
601 | -14.61263 5.46185 -2.68 0.007 -25.32114 -3.904125
602 | -10.52489 5.935717 -1.77 0.076 -22.16246 1.112682
603 | -11.95473 6.8166 -1.75 0.080 -25.31936 1.409899
604 | -21.71254 6.227697 -3.49 0.000 -33.92256 -9.502511
606 | -15.43632 6.730572 -2.29 0.022 -28.63229 -2.240358
607 | -15.59223 5.87219 -2.66 0.008 -27.10525 -4.079211
609 | -13.96107 6.232937 -2.24 0.025 -26.18137 -1.74077
698 | -29.91775 6.071216 -4.93 0.000 -41.82098 -18.01452
699 | -17.42333 6.217637 -2.80 0.005 -29.61364 -5.233028
1200 | -13.28933 8.013043 -1.66 0.097 -28.9997 2.421051
1201 | -18.57735 5.754462 -3.23 0.001 -29.85955 -7.295148
1202 | -24.60324 5.950799 -4.13 0.000 -36.27038 -12.9361
1203 | -18.98893 5.529655 -3.43 0.001 -29.83038 -8.147486
1204 | -19.67629 5.282443 -3.72 0.000 -30.03305 -9.319524
1205 | -17.70563 5.638467 -3.14 0.002 -28.76041 -6.650847
1206 | -23.88711 5.717756 -4.18 0.000 -35.09735 -12.67688
1207 | -16.7037 5.687591 -2.94 0.003 -27.85479 -5.552602
1208 | -8.13611 5.768011 -1.41 0.158 -19.44488 3.172657
1209 | -13.14368 5.241041 -2.51 0.012 -23.41927 -2.868096
1210 | -16.4483 5.464185 -3.01 0.003 -27.16139 -5.735219
1211 | -7.916994 7.370159 -1.07 0.283 -22.36693 6.532944
1299 | -11.80352 7.509698 -1.57 0.116 -26.52704 2.920002
1300 | -.1440489 6.793536 -0.02 0.983 -13.46346 13.17536
1301 | -7.797327 6.347465 -1.23 0.219 -20.24217 4.647517
1302 | -19.18846 5.913598 -3.24 0.001 -30.78266 -7.594254
1303 | -12.59075 5.649537 -2.23 0.026 -23.66724 -1.514267
1304 | -8.837136 6.663565 -1.33 0.185 -21.90173 4.227455
1305 | -12.61928 6.354641 -1.99 0.047 -25.0782 -.1603721
1399 | -9.821878 11.90571 -0.82 0.409 -33.16423 13.52047
|
house_administration | 2.60226 3.128049 0.83 0.406 -3.530595 8.735116
house_agriculture | -4.14495 3.407523 -1.22 0.224 -10.82574 2.535842
house_appropriations | 4.387203 3.657027 1.20 0.230 -2.782767 11.55717
house_armedservices | 4.091519 2.835033 1.44 0.149 -1.466849 9.649887
house_budget | -4.528389 3.274081 -1.38 0.167 -10.94756 1.890777
house_dc | -14.40551 6.94881 -2.07 0.038 -28.02935 -.7816651
house_educlabor | 5.821042 1.639186 3.55 0.000 2.607252 9.034832
house_energycommerce | 7.64335 1.407014 5.43 0.000 4.884757 10.40194
house_foreignaffairs | 3.493665 7.974294 0.44 0.661 -12.14074 19.12807
house_governmentop | -6.471962 4.194128 -1.54 0.123 -14.69497 1.751048
house_intelligence | 2.957327 5.737288 0.52 0.606 -8.291203 14.20586
house_interior | 44.98906 25.38255 1.77 0.076 -4.775989 94.7541
house_judiciary | 4.989422 1.715391 2.91 0.004 1.626224 8.352619
house_mmf | -1.828702 8.805712 -0.21 0.835 -19.09319 15.43578
house_pocs | 7.330698 6.229033 1.18 0.239 -4.881949 19.54334
house_pwt | 6.299794 8.544309 0.74 0.461 -10.45219 23.05177
house_rules | -4.249874 3.191565 -1.33 0.183 -10.50726 2.007511
house_sst | 24.66046 11.99964 2.06 0.040 1.133957 48.18697
house_smallbusi | .6479236 6.789681 0.10 0.924 -12.66393 13.95978
house_soc | 0 (omitted)
house_veterans | -3.056711 2.157761 -1.42 0.157 -7.287219 1.173797
house_waysandmeans | 1.127403 1.302779 0.87 0.387 -1.426826 3.681632
house_naturalresources | 2.976847 5.268841 0.56 0.572 -7.353247 13.30694
house_bfs | -1.278076 2.468697 -0.52 0.605 -6.118205 3.562052
house_eeo | 2.710191 4.674524 0.58 0.562 -6.454685 11.87507
house_govreform | .3091169 3.321035 0.09 0.926 -6.202107 6.820341
house_ir | -1.470251 4.364243 -0.34 0.736 -10.02679 7.086287
house_natsecur | 8.885519 5.757795 1.54 0.123 -2.403217 20.17426
house_oversight | .1607054 3.968045 0.04 0.968 -7.619046 7.940457
house_resources | 4.102106 5.05533 0.81 0.417 -5.809378 14.01359
house_science | -.2651442 3.970706 -0.07 0.947 -8.050113 7.519825
house_transp | 1.547362 3.098486 0.50 0.618 -4.527532 7.622256
house_homeland | -3.60669 2.086518 -1.73 0.084 -7.697518 .484139
_cons | 22.59266 5.361498 4.21 0.000 12.0809 33.10442
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,365 1 0 1 1
j = 4 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if sponsor_party==100 & tag_bill==1 & women_friend1==1, robust cluster(group_sponsor)
(sum of wgt is 23,429.0291311741)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 10,316
F(113, 1961) = 5.93
Prob > F = 0.0000
R-squared = 0.0960
Root MSE = 35.904
(Std. Err. adjusted for 1,962 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -1.382259 1.133057 -1.22 0.223 -3.604382 .8398644
|
v2 |
102 | 2.336718 2.644233 0.88 0.377 -2.849085 7.522521
103 | -4.812521 2.067894 -2.33 0.020 -8.868021 -.7570202
104 | -3.277914 3.30193 -0.99 0.321 -9.753574 3.197746
105 | 3.4673 3.009493 1.15 0.249 -2.43484 9.369441
106 | 5.291775 3.133809 1.69 0.091 -.8541717 11.43772
107 | 7.397221 3.546363 2.09 0.037 .4421842 14.35226
108 | 7.79213 3.643762 2.14 0.033 .6460769 14.93818
109 | 4.589573 2.727491 1.68 0.093 -.7595121 9.938659
110 | 7.05735 2.640851 2.67 0.008 1.878181 12.23652
111 | 2.188867 2.761479 0.79 0.428 -3.226875 7.604609
|
minor |
201 | -20.68516 9.528774 -2.17 0.030 -39.37275 -1.997574
202 | 19.32428 14.41015 1.34 0.180 -8.936531 47.58509
204 | -9.994965 12.65637 -0.79 0.430 -34.81631 14.82638
205 | 82.66146 32.20295 2.57 0.010 19.50586 145.8171
206 | -20.46427 9.208431 -2.22 0.026 -38.52361 -2.404934
207 | .7165161 9.884962 0.07 0.942 -18.66962 20.10265
208 | -22.34901 8.44012 -2.65 0.008 -38.90156 -5.796464
209 | -13.22673 14.05347 -0.94 0.347 -40.78804 14.33457
299 | -13.18283 13.78327 -0.96 0.339 -40.21422 13.84857
300 | -16.46667 9.011461 -1.83 0.068 -34.13971 1.206381
301 | -18.68228 9.530675 -1.96 0.050 -37.37359 .0090397
302 | -18.35614 8.640676 -2.12 0.034 -35.30201 -1.410265
321 | -22.86509 9.120985 -2.51 0.012 -40.75293 -4.977245
322 | -27.03488 8.409036 -3.21 0.001 -43.52646 -10.54329
323 | -14.32381 8.648079 -1.66 0.098 -31.2842 2.636581
324 | -27.11159 8.82755 -3.07 0.002 -44.42396 -9.799226
325 | -21.90654 8.930387 -2.45 0.014 -39.42059 -4.39249
331 | -4.236216 10.48471 -0.40 0.686 -24.79855 16.32612
332 | -14.82512 8.450904 -1.75 0.080 -31.39882 1.748574
333 | -13.28516 8.878745 -1.50 0.135 -30.69792 4.127612
334 | -9.769247 9.108624 -1.07 0.284 -27.63285 8.094354
335 | -22.43706 9.384983 -2.39 0.017 -40.84265 -4.031468
336 | -7.705797 10.67767 -0.72 0.471 -28.64657 13.23497
341 | -15.81527 8.80947 -1.80 0.073 -33.09217 1.461641
342 | -21.52064 10.01907 -2.15 0.032 -41.16978 -1.871497
343 | -22.71623 8.569503 -2.65 0.008 -39.52252 -5.909943
344 | -30.17272 9.021954 -3.34 0.001 -47.86635 -12.4791
398 | -3.361138 9.031564 -0.37 0.710 -21.07361 14.35133
399 | -19.22799 11.31123 -1.70 0.089 -41.4113 2.955311
500 | -26.09084 11.96313 -2.18 0.029 -49.55262 -2.629046
501 | -25.42213 8.708909 -2.92 0.004 -42.50182 -8.34244
502 | -21.16233 9.087864 -2.33 0.020 -38.98521 -3.339442
503 | -18.09836 8.673113 -2.09 0.037 -35.10785 -1.088875
504 | -6.63632 10.75561 -0.62 0.537 -27.72995 14.45731
505 | -16.16071 9.475852 -1.71 0.088 -34.74451 2.42309
506 | -13.67703 9.205586 -1.49 0.138 -31.73079 4.376726
508 | -18.46822 8.813473 -2.10 0.036 -35.75298 -1.183461
529 | -29.5364 8.949966 -3.30 0.001 -47.08884 -11.98395
530 | -20.43821 8.447192 -2.42 0.016 -37.00463 -3.871792
599 | -18.92544 10.65929 -1.78 0.076 -39.83017 1.979289
600 | -25.61505 8.834825 -2.90 0.004 -42.94169 -8.288421
601 | -21.94975 8.577695 -2.56 0.011 -38.77211 -5.127395
602 | -22.8768 8.629962 -2.65 0.008 -39.80166 -5.951941
603 | -16.71635 11.27449 -1.48 0.138 -38.8276 5.394897
604 | -28.30631 9.50577 -2.98 0.003 -46.94878 -9.663832
606 | -26.51199 10.0759 -2.63 0.009 -46.27259 -6.751384
607 | -26.51949 8.980529 -2.95 0.003 -44.13188 -8.907108
609 | -16.19259 9.342269 -1.73 0.083 -34.51441 2.129232
698 | -39.69316 9.064117 -4.38 0.000 -57.46948 -21.91685
699 | -21.39076 9.499993 -2.25 0.024 -40.02191 -2.759618
1200 | -12.44946 12.1947 -1.02 0.307 -36.36539 11.46648
1201 | -22.37599 9.303401 -2.41 0.016 -40.62159 -4.130401
1202 | -27.64034 8.78336 -3.15 0.002 -44.86605 -10.41464
1203 | -24.42085 9.013505 -2.71 0.007 -42.0979 -6.74379
1204 | -24.8396 8.369827 -2.97 0.003 -41.2543 -8.424914
1205 | -20.27091 8.999619 -2.25 0.024 -37.92073 -2.621086
1206 | -27.35155 8.984739 -3.04 0.002 -44.97219 -9.730908
1207 | -23.21766 9.172387 -2.53 0.011 -41.20631 -5.229007
1208 | -12.93815 8.738789 -1.48 0.139 -30.07644 4.200136
1209 | -18.79965 8.454688 -2.22 0.026 -35.38077 -2.218531
1210 | -22.238 8.82393 -2.52 0.012 -39.54327 -4.932733
1211 | -14.46734 10.21724 -1.42 0.157 -34.50513 5.570452
1299 | -14.3985 11.90792 -1.21 0.227 -37.75202 8.955008
1300 | -7.975613 8.936868 -0.89 0.372 -25.50237 9.551145
1301 | -14.8811 9.098086 -1.64 0.102 -32.72403 2.961834
1302 | -28.19606 8.671486 -3.25 0.001 -45.20236 -11.18977
1303 | -18.38504 8.97692 -2.05 0.041 -35.99035 -.7797367
1304 | -14.18327 10.18934 -1.39 0.164 -34.16634 5.799802
1305 | -25.62689 8.504525 -3.01 0.003 -42.30574 -8.948029
1399 | -12.65366 19.42854 -0.65 0.515 -50.75642 25.44909
|
house_administration | 2.777009 3.786856 0.73 0.463 -4.649677 10.20369
house_agriculture | -5.585073 4.506588 -1.24 0.215 -14.42328 3.253132
house_appropriations | 10.60466 6.07834 1.74 0.081 -1.316026 22.52534
house_armedservices | 1.69451 2.569557 0.66 0.510 -3.344839 6.73386
house_budget | -3.252925 4.458401 -0.73 0.466 -11.99663 5.490777
house_dc | -17.04298 7.321451 -2.33 0.020 -31.40162 -2.684337
house_educlabor | 8.773947 1.874362 4.68 0.000 5.097997 12.4499
house_energycommerce | 6.416858 1.780833 3.60 0.000 2.924334 9.909382
house_foreignaffairs | 4.480061 5.271073 0.85 0.395 -5.857432 14.81755
house_governmentop | -12.54056 4.637387 -2.70 0.007 -21.63528 -3.445833
house_intelligence | 6.092529 6.363868 0.96 0.339 -6.388127 18.57318
house_interior | 41.89531 25.57672 1.64 0.102 -8.265093 92.05571
house_judiciary | 1.326284 1.885418 0.70 0.482 -2.371349 5.023916
house_mmf | -1.11497 12.3188 -0.09 0.928 -25.27428 23.04434
house_pocs | 11.47975 7.427908 1.55 0.122 -3.087675 26.04717
house_pwt | 16.73546 11.31034 1.48 0.139 -5.446094 38.91702
house_rules | -3.003866 4.661409 -0.64 0.519 -12.1457 6.137971
house_sst | 32.07371 12.78295 2.51 0.012 7.004113 57.1433
house_smallbusi | -1.36542 8.009093 -0.17 0.865 -17.07265 14.34181
house_soc | 0 (omitted)
house_veterans | -2.09623 2.844637 -0.74 0.461 -7.67506 3.482599
house_waysandmeans | -1.008479 1.450114 -0.70 0.487 -3.852406 1.835447
house_naturalresources | 7.332877 7.460038 0.98 0.326 -7.297558 21.96331
house_bfs | .6092737 3.099907 0.20 0.844 -5.470185 6.688732
house_eeo | 2.040109 4.021234 0.51 0.612 -5.846233 9.92645
house_govreform | 1.160294 2.981102 0.39 0.697 -4.686166 7.006755
house_ir | 9.244651 5.427491 1.70 0.089 -1.399606 19.88891
house_natsecur | 11.23296 6.407443 1.75 0.080 -1.333151 23.79908
house_oversight | -1.273004 4.110796 -0.31 0.757 -9.334991 6.788984
house_resources | 8.97242 7.646953 1.17 0.241 -6.024589 23.96943
house_science | -5.075284 5.044554 -1.01 0.314 -14.96853 4.817966
house_transp | -.2660619 3.38087 -0.08 0.937 -6.896537 6.364414
house_homeland | -5.802668 3.858105 -1.50 0.133 -13.36908 1.763748
_cons | 32.25242 8.013489 4.02 0.000 16.53658 47.96827
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 738 1 0 1 1
j = 4 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if sponsor_party==200 & tag_bill==1 & women_friend1==1, robust cluster(group_sponsor)
(sum of wgt is 17,726.8614976406)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 7,811
F(112, 1761) = .
Prob > F = .
R-squared = 0.0793
Root MSE = 38.904
(Std. Err. adjusted for 1,762 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 1.638724 1.632146 1.00 0.316 -1.562424 4.839872
|
v2 |
102 | 8.411884 4.299905 1.96 0.051 -.0215723 16.84534
103 | 10.51792 5.864173 1.79 0.073 -.9835475 22.0194
104 | 3.91831 4.48986 0.87 0.383 -4.887707 12.72433
105 | 2.886823 3.029276 0.95 0.341 -3.054532 8.828178
106 | 5.992033 3.461286 1.73 0.084 -.7966289 12.7807
107 | 7.279763 4.17047 1.75 0.081 -.8998309 15.45936
108 | 6.790076 3.845496 1.77 0.078 -.7521416 14.33229
109 | 6.663388 2.892455 2.30 0.021 .9903802 12.33639
110 | -2.865873 3.719866 -0.77 0.441 -10.16169 4.429946
111 | -3.805329 3.512479 -1.08 0.279 -10.6944 3.083738
|
minor |
201 | -8.425685 10.92891 -0.77 0.441 -29.86069 13.00932
202 | -1.227965 8.21785 -0.15 0.881 -17.34573 14.8898
204 | -18.1354 7.304558 -2.48 0.013 -32.46192 -3.808887
205 | 41.34369 41.61867 0.99 0.321 -40.28352 122.9709
206 | 3.127573 8.926146 0.35 0.726 -14.37939 20.63453
207 | -11.43131 10.57026 -1.08 0.280 -32.16289 9.300261
208 | -4.133107 6.955103 -0.59 0.552 -17.77423 9.50802
209 | -30.54079 5.834114 -5.23 0.000 -41.98331 -19.09827
299 | 72.96775 18.56573 3.93 0.000 36.55457 109.3809
300 | .3755709 13.37035 0.03 0.978 -25.84785 26.599
301 | -6.54696 7.53332 -0.87 0.385 -21.32215 8.22823
302 | -3.412716 7.841435 -0.44 0.663 -18.79222 11.96678
321 | 1.948692 12.18507 0.16 0.873 -21.95004 25.84742
322 | -9.341298 7.516938 -1.24 0.214 -24.08436 5.401762
323 | -10.36986 7.588426 -1.37 0.172 -25.25313 4.513414
324 | -21.45016 6.946382 -3.09 0.002 -35.07419 -7.826143
325 | -1.390811 10.86314 -0.13 0.898 -22.69681 19.91519
331 | 18.88106 10.10322 1.87 0.062 -.9345076 38.69663
332 | -4.837729 6.802236 -0.71 0.477 -18.17904 8.503579
333 | -3.399714 15.66375 -0.22 0.828 -34.12122 27.3218
334 | -3.423345 8.394297 -0.41 0.683 -19.88718 13.04049
335 | -3.87082 11.78417 -0.33 0.743 -26.98325 19.24161
336 | 21.08899 17.98297 1.17 0.241 -14.18121 56.3592
341 | -1.261854 7.899483 -0.16 0.873 -16.75521 14.2315
342 | -13.90247 9.965651 -1.40 0.163 -33.44822 5.643281
343 | -14.6461 6.858834 -2.14 0.033 -28.09841 -1.193781
344 | 25.52575 14.33868 1.78 0.075 -2.596869 53.64836
398 | 5.88655 8.749374 0.67 0.501 -11.2737 23.0468
399 | -7.37283 9.579023 -0.77 0.442 -26.16028 11.41462
500 | -14.17842 8.407 -1.69 0.092 -30.66717 2.310333
501 | -11.23006 6.447067 -1.74 0.082 -23.87477 1.414648
502 | -6.103196 8.102676 -0.75 0.451 -21.99507 9.78868
503 | -5.68835 7.201734 -0.79 0.430 -19.8132 8.436498
504 | 6.533801 7.454026 0.88 0.381 -8.08587 21.15347
505 | -6.03965 7.678538 -0.79 0.432 -21.09966 9.020359
506 | -12.99245 8.914031 -1.46 0.145 -30.47564 4.490747
508 | -10.14904 7.018808 -1.45 0.148 -23.91512 3.617029
529 | .9392977 9.713124 0.10 0.923 -18.11117 19.98977
530 | -10.48875 6.109219 -1.72 0.086 -22.47084 1.493331
599 | -6.277894 9.912484 -0.63 0.527 -25.71937 13.16358
600 | -1.714877 7.746164 -0.22 0.825 -16.90752 13.47777
601 | -7.447505 6.286389 -1.18 0.236 -19.77708 4.882066
602 | -.6136924 7.881734 -0.08 0.938 -16.07223 14.84485
603 | -2.636463 7.231931 -0.36 0.715 -16.82054 11.54761
604 | -15.02537 6.565575 -2.29 0.022 -27.90251 -2.14823
606 | -2.355491 7.658162 -0.31 0.758 -17.37554 12.66455
607 | -4.396819 7.502894 -0.59 0.558 -19.11233 10.3187
609 | -12.32428 7.062188 -1.75 0.081 -26.17544 1.526874
698 | -16.1817 9.945006 -1.63 0.104 -35.68696 3.323555
699 | -17.92603 6.647441 -2.70 0.007 -30.96374 -4.888326
1200 | -16.24434 8.751976 -1.86 0.064 -33.4097 .9210169
1201 | -12.01731 6.759118 -1.78 0.076 -25.27405 1.239429
1202 | -13.42896 7.0752 -1.90 0.058 -27.30563 .4477191
1203 | -13.42561 5.633498 -2.38 0.017 -24.47466 -2.376567
1204 | -13.9688 6.029789 -2.32 0.021 -25.7951 -2.142504
1205 | -17.94019 6.940628 -2.58 0.010 -31.55292 -4.327449
1206 | -19.54231 6.301594 -3.10 0.002 -31.9017 -7.182913
1207 | -11.7781 5.893167 -2.00 0.046 -23.33644 -.2197572
1208 | -.6208809 7.292788 -0.09 0.932 -14.92431 13.68255
1209 | -4.778202 6.165701 -0.77 0.438 -16.87107 7.314662
1210 | -12.48118 6.050598 -2.06 0.039 -24.34829 -.6140689
1211 | 2.036654 11.72245 0.17 0.862 -20.95472 25.02803
1299 | -13.3321 6.988353 -1.91 0.057 -27.03844 .3742406
1300 | 2.834521 9.235216 0.31 0.759 -15.27862 20.94766
1301 | -3.63425 7.594318 -0.48 0.632 -18.52908 11.26058
1302 | -11.32735 8.28186 -1.37 0.172 -27.57066 4.915963
1303 | -9.685384 6.49036 -1.49 0.136 -22.41501 3.044237
1304 | -5.459455 8.204877 -0.67 0.506 -21.55178 10.63287
1305 | .6663168 11.00005 0.06 0.952 -20.90821 22.24085
1399 | -12.43463 10.36296 -1.20 0.230 -32.75963 7.890373
|
house_administration | 1.773344 5.417808 0.33 0.743 -8.852668 12.39936
house_agriculture | .3260088 4.52174 0.07 0.943 -8.542533 9.194551
house_appropriations | .1300318 4.79525 0.03 0.978 -9.27495 9.535014
house_armedservices | 7.266573 9.097932 0.80 0.425 -10.57731 25.11046
house_budget | -4.479231 4.504443 -0.99 0.320 -13.31385 4.355387
house_dc | .2688097 9.024428 0.03 0.976 -17.43091 17.96853
house_educlabor | .2940849 2.492039 0.12 0.906 -4.593581 5.181751
house_energycommerce | 8.511606 2.570841 3.31 0.001 3.469385 13.55383
house_foreignaffairs | 8.100105 8.434492 0.96 0.337 -8.442565 24.64278
house_governmentop | 3.870236 10.86185 0.36 0.722 -17.43324 25.17371
house_intelligence | -.3569504 10.61167 -0.03 0.973 -21.16975 20.45585
house_interior | 12.81008 16.17304 0.79 0.428 -18.9103 44.53046
house_judiciary | 6.520154 2.523961 2.58 0.010 1.569878 11.47043
house_mmf | 7.830062 11.96014 0.65 0.513 -15.6275 31.28763
house_pocs | -15.44732 4.420204 -3.49 0.000 -24.11672 -6.777919
house_pwt | -13.95355 5.364882 -2.60 0.009 -24.47576 -3.431346
house_rules | 2.21979 4.70723 0.47 0.637 -7.012557 11.45214
house_sst | -12.50521 13.11791 -0.95 0.341 -38.23351 13.2231
house_smallbusi | -6.747311 4.741107 -1.42 0.155 -16.0461 2.551479
house_soc | 0 (omitted)
house_veterans | -4.612206 3.38795 -1.36 0.174 -11.25703 2.032621
house_waysandmeans | 2.396171 2.366654 1.01 0.311 -2.245576 7.037918
house_naturalresources | 3.219055 8.353705 0.39 0.700 -13.16517 19.60328
house_bfs | -8.611799 4.071693 -2.12 0.035 -16.59766 -.6259393
house_eeo | 3.028929 6.030565 0.50 0.616 -8.79889 14.85675
house_govreform | -4.300881 4.8224 -0.89 0.373 -13.75911 5.15735
house_ir | -11.66678 5.60321 -2.08 0.037 -22.65642 -.6771352
house_natsecur | 16.03138 9.878656 1.62 0.105 -3.343751 35.4065
house_oversight | 7.107734 6.140549 1.16 0.247 -4.935799 19.15127
house_resources | -1.229503 5.400508 -0.23 0.820 -11.82158 9.362579
house_science | 9.1212 6.250966 1.46 0.145 -3.138896 21.38129
house_transp | 3.056147 6.09241 0.50 0.616 -8.892969 15.00526
house_homeland | -1.282336 3.176632 -0.40 0.686 -7.512702 4.948029
_cons | 17.35725 6.201163 2.80 0.005 5.194832 29.51966
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 625 1 0 1 1
j = 5 k = 1
rdbwselect_2014 numb_cosponsors MV1_female if tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 11990
----------------------+---------------------- NN matches = 3
Number of obs | 6151 5839 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.22792 46.13311 .5468506
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(7,341 missing values generated)
(54,749 missing values generated)
(47,408 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if tag_bill==1 & women_friend1==1, robust cluster(group_sponsor)
(sum of wgt is 41,193.6727513075)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 17,973
F(113, 3689) = 31.30
Prob > F = 0.0000
R-squared = 0.1030
Root MSE = 36.064
(Std. Err. adjusted for 3,690 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | .9481393 .9496904 1.00 0.318 -.9138307 2.810109
|
v2 |
102 | 5.42717 2.365583 2.29 0.022 .7891908 10.06515
103 | -2.657664 3.345277 -0.79 0.427 -9.216438 3.90111
104 | 1.244875 2.428695 0.51 0.608 -3.516843 6.006593
105 | 4.835933 2.222006 2.18 0.030 .4794511 9.192414
106 | 6.518018 2.554913 2.55 0.011 1.508837 11.5272
107 | 9.910551 2.847798 3.48 0.001 4.327138 15.49396
108 | 10.52566 2.393462 4.40 0.000 5.833021 15.2183
109 | 7.962467 2.024134 3.93 0.000 3.993936 11.931
110 | 9.425249 2.709676 3.48 0.001 4.112639 14.73786
111 | 1.679673 2.766456 0.61 0.544 -3.744261 7.103608
|
minor |
201 | -12.24049 5.827247 -2.10 0.036 -23.66543 -.8155427
202 | 43.32583 12.06374 3.59 0.000 19.67357 66.97809
204 | -18.44337 6.53952 -2.82 0.005 -31.2648 -5.621935
205 | 48.80625 28.35307 1.72 0.085 -6.782987 104.3955
206 | -4.484013 5.598974 -0.80 0.423 -15.4614 6.493376
207 | 10.72611 7.154402 1.50 0.134 -3.300866 24.75308
208 | -12.42679 4.785757 -2.60 0.009 -21.80979 -3.043804
209 | -7.702084 10.90275 -0.71 0.480 -29.0781 13.67393
299 | 52.61199 17.71718 2.97 0.003 17.87556 87.34842
300 | -8.599006 6.174854 -1.39 0.164 -20.70547 3.507457
301 | -6.823142 5.618366 -1.21 0.225 -17.83855 4.192268
302 | -9.56272 4.609443 -2.07 0.038 -18.60003 -.5254123
321 | -1.522965 11.14977 -0.14 0.891 -23.38328 20.33735
322 | -17.10997 4.4458 -3.85 0.000 -25.82643 -8.3935
323 | -14.48306 6.208505 -2.33 0.020 -26.6555 -2.310615
324 | -17.58661 4.548129 -3.87 0.000 -26.5037 -8.669514
325 | -8.264473 5.931979 -1.39 0.164 -19.89475 3.365808
331 | 7.013924 5.956085 1.18 0.239 -4.663618 18.69147
332 | -12.15926 5.015472 -2.42 0.015 -21.99263 -2.325888
333 | -3.674761 6.991436 -0.53 0.599 -17.38222 10.0327
334 | -4.688405 5.064893 -0.93 0.355 -14.61867 5.24186
335 | -11.95479 7.169577 -1.67 0.096 -26.01151 2.101937
336 | 5.142747 8.001987 0.64 0.520 -10.54601 20.8315
341 | -7.19717 4.573117 -1.57 0.116 -16.16326 1.768916
342 | -10.29491 6.704974 -1.54 0.125 -23.44073 2.850907
343 | -15.3041 4.514157 -3.39 0.001 -24.15459 -6.45361
344 | -13.76032 5.921933 -2.32 0.020 -25.37091 -2.149739
398 | .2350371 6.330388 0.04 0.970 -12.17637 12.64644
399 | -14.83314 6.644292 -2.23 0.026 -27.85999 -1.806294
500 | -24.09808 6.099099 -3.95 0.000 -36.05601 -12.14014
501 | -14.28143 4.525806 -3.16 0.002 -23.15476 -5.4081
502 | -16.2458 5.254033 -3.09 0.002 -26.5469 -5.944706
503 | -11.85958 4.852281 -2.44 0.015 -21.373 -2.346166
504 | 1.07842 5.92444 0.18 0.856 -10.53708 12.69392
505 | -11.69413 4.626383 -2.53 0.012 -20.76465 -2.623611
506 | -3.562575 5.610431 -0.63 0.525 -14.56243 7.437277
508 | -11.2283 5.040191 -2.23 0.026 -21.11014 -1.346465
529 | -9.553942 6.073962 -1.57 0.116 -21.4626 2.354712
530 | -15.4375 3.677987 -4.20 0.000 -22.64859 -8.226417
599 | -8.641964 7.026203 -1.23 0.219 -22.41759 5.13366
600 | -9.900931 5.480695 -1.81 0.071 -20.64642 .8445591
601 | -11.63425 4.253496 -2.74 0.006 -19.97369 -3.294819
602 | -9.580155 4.720765 -2.03 0.042 -18.83572 -.3245892
603 | -9.433858 4.99249 -1.89 0.059 -19.22217 .3544541
604 | -17.62461 5.138553 -3.43 0.001 -27.69929 -7.549922
606 | -13.46848 6.090563 -2.21 0.027 -25.40968 -1.527279
607 | -10.20763 4.72945 -2.16 0.031 -19.48022 -.9350362
609 | -5.554053 7.325132 -0.76 0.448 -19.91576 8.807654
698 | -25.91455 5.009265 -5.17 0.000 -35.73575 -16.09335
699 | -14.17497 5.300017 -2.67 0.008 -24.56622 -3.783713
1200 | -11.50225 6.05798 -1.90 0.058 -23.37957 .3750671
1201 | -14.68685 4.105224 -3.58 0.000 -22.73558 -6.638116
1202 | -22.15537 4.708883 -4.71 0.000 -31.38764 -12.9231
1203 | -15.13519 3.974595 -3.81 0.000 -22.92781 -7.342569
1204 | -18.70996 4.197419 -4.46 0.000 -26.93945 -10.48047
1205 | -15.29042 4.295725 -3.56 0.000 -23.71265 -6.868187
1206 | -19.12844 4.271731 -4.48 0.000 -27.50363 -10.75325
1207 | -16.63989 5.661627 -2.94 0.003 -27.74011 -5.53966
1208 | -2.384165 6.178885 -0.39 0.700 -14.49853 9.730203
1209 | -8.967201 3.782442 -2.37 0.018 -16.38308 -1.551319
1210 | -13.58757 3.944922 -3.44 0.001 -21.32201 -5.853127
1211 | -6.279584 6.893481 -0.91 0.362 -19.79499 7.235824
1299 | -10.25842 7.434963 -1.38 0.168 -24.83546 4.318627
1300 | .4597414 5.632756 0.08 0.935 -10.58388 11.50336
1301 | -3.658902 5.532224 -0.66 0.508 -14.50542 7.187617
1302 | -17.8375 4.780714 -3.73 0.000 -27.2106 -8.464393
1303 | -7.360191 5.212223 -1.41 0.158 -17.57931 2.858931
1304 | .977925 7.412477 0.13 0.895 -13.55503 15.51088
1305 | -4.633152 6.042981 -0.77 0.443 -16.48106 7.214761
1399 | -10.21783 10.25673 -1.00 0.319 -30.32725 9.891595
|
house_administration | -4.585234 3.715369 -1.23 0.217 -11.86961 2.699147
house_agriculture | -.8555119 3.060853 -0.28 0.780 -6.856642 5.145618
house_appropriations | 8.580656 3.862543 2.22 0.026 1.007726 16.15359
house_armedservices | 4.169676 2.85175 1.46 0.144 -1.421486 9.760838
house_budget | -8.327691 5.0471 -1.65 0.099 -18.22307 1.56769
house_dc | -11.34327 6.144566 -1.85 0.065 -23.39035 .7038055
house_educlabor | 5.905814 2.031755 2.91 0.004 1.92234 9.889288
house_energycommerce | 7.45185 1.737603 4.29 0.000 4.045093 10.85861
house_foreignaffairs | -.7756764 11.06408 -0.07 0.944 -22.468 20.91665
house_governmentop | -4.112003 3.70764 -1.11 0.267 -11.38123 3.157222
house_intelligence | 4.075081 5.839632 0.70 0.485 -7.374145 15.52431
house_interior | 25.19721 18.20788 1.38 0.166 -10.50129 60.89571
house_judiciary | 6.393887 2.286816 2.80 0.005 1.91034 10.87743
house_mmf | 4.311669 10.75322 0.40 0.688 -16.77118 25.39452
house_pocs | 8.04875 2.810003 2.86 0.004 2.539438 13.55806
house_pwt | 9.480111 8.256118 1.15 0.251 -6.706893 25.66712
house_rules | -1.814452 6.145115 -0.30 0.768 -13.86261 10.23371
house_sst | 17.72122 10.97591 1.61 0.106 -3.798231 39.24066
house_smallbusi | 1.927439 7.545089 0.26 0.798 -12.86552 16.7204
house_soc | 0 (omitted)
house_veterans | -1.386455 2.859367 -0.48 0.628 -6.992551 4.21964
house_waysandmeans | 2.878457 1.497612 1.92 0.055 -.0577717 5.814685
house_naturalresources | -2.850669 7.737979 -0.37 0.713 -18.02181 12.32047
house_bfs | -1.713496 2.599105 -0.66 0.510 -6.809319 3.382328
house_eeo | 2.741053 3.470991 0.79 0.430 -4.064197 9.546303
house_govreform | 2.152128 2.630759 0.82 0.413 -3.005756 7.310012
house_ir | -.8025598 3.974971 -0.20 0.840 -8.595916 6.990797
house_natsecur | 6.08847 6.135474 0.99 0.321 -5.940784 18.11772
house_oversight | 1.844108 3.650089 0.51 0.613 -5.312283 9.0005
house_resources | -1.072698 6.851673 -0.16 0.876 -14.50614 12.36074
house_science | 1.519999 5.340657 0.28 0.776 -8.950931 11.99093
house_transp | -4.33407 5.167797 -0.84 0.402 -14.46609 5.79795
house_homeland | -3.30009 2.233411 -1.48 0.140 -7.678932 1.078752
_cons | 18.52463 4.678642 3.96 0.000 9.351651 27.69761
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,353 1 0 1 1
j = 5 k = 2
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==100 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 6187
----------------------+---------------------- NN matches = 3
Number of obs | 2193 3994 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 29.70309 50.99673 .5824509
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(7,341 missing values generated)
(54,749 missing values generated)
(47,408 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if sponsor_party==100 & tag_bill==1 & women_friend1==1, robust cluster(group_sponsor)
(sum of wgt is 22,425.7189733982)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 10,277
F(113, 1951) = 40.80
Prob > F = 0.0000
R-squared = 0.1524
Root MSE = 36.096
(Std. Err. adjusted for 1,952 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | .6382995 1.263734 0.51 0.614 -1.840112 3.116711
|
v2 |
102 | 1.612902 1.948214 0.83 0.408 -2.207898 5.433702
103 | -4.021749 1.944383 -2.07 0.039 -7.835035 -.2084625
104 | -3.525358 2.623953 -1.34 0.179 -8.671404 1.620687
105 | 2.858845 2.982931 0.96 0.338 -2.991221 8.708912
106 | 3.759657 3.27308 1.15 0.251 -2.659445 10.17876
107 | 6.215746 3.427293 1.81 0.070 -.5057952 12.93729
108 | 8.144847 3.198365 2.55 0.011 1.872275 14.41742
109 | 4.002211 2.632509 1.52 0.129 -1.160613 9.165036
110 | 10.41335 3.254511 3.20 0.001 4.030661 16.79603
111 | .8050294 3.352186 0.24 0.810 -5.769212 7.379271
|
minor |
201 | -16.88391 7.958794 -2.12 0.034 -32.49254 -1.275275
202 | 48.04024 12.6167 3.81 0.000 23.29662 72.78386
204 | -8.536197 11.70362 -0.73 0.466 -31.48912 14.41673
205 | 111.5111 31.31766 3.56 0.000 50.09154 172.9307
206 | -14.82723 7.957084 -1.86 0.063 -30.4325 .7780522
207 | 14.40438 9.518572 1.51 0.130 -4.263262 33.07202
208 | -18.67303 6.989039 -2.67 0.008 -32.3798 -4.966266
209 | -7.774433 13.92585 -0.56 0.577 -35.08554 19.53667
299 | -10.71863 12.83724 -0.83 0.404 -35.89478 14.45753
300 | -18.84191 7.967085 -2.36 0.018 -34.4668 -3.217015
301 | -12.69132 8.449692 -1.50 0.133 -29.26269 3.880051
302 | -16.71176 7.570676 -2.21 0.027 -31.55922 -1.864293
321 | -9.622833 12.34206 -0.78 0.436 -33.82785 14.58218
322 | -25.15247 7.279873 -3.46 0.001 -39.42961 -10.87532
323 | -17.83922 8.327808 -2.14 0.032 -34.17156 -1.506887
324 | -23.54817 7.318306 -3.22 0.001 -37.90069 -9.195647
325 | -13.62606 8.612399 -1.58 0.114 -30.51653 3.264414
331 | .747925 9.261739 0.08 0.936 -17.41602 18.91187
332 | -16.19664 7.563892 -2.14 0.032 -31.0308 -1.362476
333 | -9.50701 7.686469 -1.24 0.216 -24.58156 5.567544
334 | -5.54598 8.27866 -0.67 0.503 -21.78193 10.68997
335 | -21.43196 7.912992 -2.71 0.007 -36.95077 -5.913152
336 | -3.696256 11.42168 -0.32 0.746 -26.09624 18.70372
341 | -13.19982 7.242527 -1.82 0.069 -27.40372 1.004085
342 | -16.84303 9.115782 -1.85 0.065 -34.72072 1.034669
343 | -18.82085 7.540039 -2.50 0.013 -33.60823 -4.033469
344 | -26.19495 8.099529 -3.23 0.001 -42.07959 -10.31032
398 | -8.583798 7.998933 -1.07 0.283 -24.27115 7.103556
399 | -15.19026 10.29426 -1.48 0.140 -35.37917 4.998651
500 | -28.45777 9.222407 -3.09 0.002 -46.54458 -10.37096
501 | -21.71361 7.245988 -3.00 0.003 -35.9243 -7.502918
502 | -21.53493 7.999085 -2.69 0.007 -37.22258 -5.847279
503 | -16.72445 7.360063 -2.27 0.023 -31.15886 -2.29004
504 | -6.397808 8.976667 -0.71 0.476 -24.00267 11.20706
505 | -14.27207 7.781273 -1.83 0.067 -29.53255 .9884163
506 | -8.671704 8.079382 -1.07 0.283 -24.51683 7.173423
508 | -15.45393 8.380766 -1.84 0.065 -31.89012 .9822669
529 | -23.94644 8.468121 -2.83 0.005 -40.55396 -7.338929
530 | -19.35922 6.456431 -3.00 0.003 -32.02145 -6.696996
599 | -19.51427 8.994015 -2.17 0.030 -37.15316 -1.875383
600 | -22.10559 7.701604 -2.87 0.004 -37.20983 -7.001351
601 | -19.35297 7.042449 -2.75 0.006 -33.16448 -5.541456
602 | -20.40634 7.205006 -2.83 0.005 -34.53666 -6.276023
603 | -16.49312 8.175145 -2.02 0.044 -32.52606 -.4601868
604 | -23.82138 8.441146 -2.82 0.005 -40.376 -7.266771
606 | -24.44705 8.773313 -2.79 0.005 -41.6531 -7.241001
607 | -21.90554 7.459744 -2.94 0.003 -36.53544 -7.275632
609 | -5.530997 10.50906 -0.53 0.599 -26.14116 15.07917
698 | -35.39105 7.788478 -4.54 0.000 -50.66566 -20.11644
699 | -18.36656 8.362289 -2.20 0.028 -34.76652 -1.966605
1200 | -10.49776 9.471158 -1.11 0.268 -29.07241 8.076896
1201 | -18.48637 7.038522 -2.63 0.009 -32.29018 -4.682557
1202 | -24.211 6.91336 -3.50 0.000 -37.76935 -10.65266
1203 | -21.49982 7.592654 -2.83 0.005 -36.39039 -6.609257
1204 | -23.38693 6.544015 -3.57 0.000 -36.22092 -10.55293
1205 | -18.91785 7.018077 -2.70 0.007 -32.68157 -5.154134
1206 | -23.98981 7.26925 -3.30 0.001 -38.24612 -9.733498
1207 | -21.37037 8.303247 -2.57 0.010 -37.65454 -5.086201
1208 | -2.863868 9.319543 -0.31 0.759 -21.14118 15.41344
1209 | -15.52884 6.493744 -2.39 0.017 -28.26424 -2.793432
1210 | -19.02397 6.844749 -2.78 0.005 -32.44776 -5.60018
1211 | -15.35182 8.657965 -1.77 0.076 -32.33165 1.628012
1299 | -12.29771 10.74893 -1.14 0.253 -33.3783 8.782886
1300 | -4.642195 7.922577 -0.59 0.558 -20.1798 10.89541
1301 | -7.704904 7.787572 -0.99 0.323 -22.97774 7.567931
1302 | -25.08941 7.263115 -3.45 0.001 -39.33369 -10.84513
1303 | -13.43566 7.779955 -1.73 0.084 -28.69356 1.822234
1304 | -6.469624 10.10184 -0.64 0.522 -26.28116 13.34191
1305 | -17.51466 8.404592 -2.08 0.037 -33.99758 -1.031738
1399 | -3.704514 21.58948 -0.17 0.864 -46.04538 38.63635
|
house_administration | -3.917015 3.949513 -0.99 0.321 -11.66272 3.828693
house_agriculture | -6.508027 4.232461 -1.54 0.124 -14.80865 1.792593
house_appropriations | 20.20296 7.436024 2.72 0.007 5.619572 34.78634
house_armedservices | .5540592 2.882114 0.19 0.848 -5.098288 6.206406
house_budget | -7.35585 5.748943 -1.28 0.201 -18.63057 3.918867
house_dc | -14.60547 7.171375 -2.04 0.042 -28.66983 -.5411101
house_educlabor | 10.29483 2.846301 3.62 0.000 4.712716 15.87694
house_energycommerce | 7.764901 2.409179 3.22 0.001 3.040065 12.48974
house_foreignaffairs | 6.138027 6.364372 0.96 0.335 -6.343656 18.61971
house_governmentop | -15.36426 6.048688 -2.54 0.011 -27.22683 -3.501695
house_intelligence | 7.743634 6.415617 1.21 0.228 -4.83855 20.32582
house_interior | 29.98178 22.02373 1.36 0.174 -13.21074 73.1743
house_judiciary | 3.877867 2.318623 1.67 0.095 -.6693725 8.425106
house_mmf | 7.103267 15.52691 0.46 0.647 -23.34781 37.55434
house_pocs | 6.348646 3.278842 1.94 0.053 -.081755 12.77905
house_pwt | 11.59292 11.7317 0.99 0.323 -11.41507 34.60091
house_rules | -.8401646 8.659956 -0.10 0.923 -17.8239 16.14357
house_sst | 23.64616 12.18283 1.94 0.052 -.2465684 47.53889
house_smallbusi | -4.280837 8.255357 -0.52 0.604 -20.47108 11.90941
house_soc | 0 (omitted)
house_veterans | 1.741386 3.646593 0.48 0.633 -5.410241 8.893013
house_waysandmeans | .401411 1.924695 0.21 0.835 -3.373264 4.176086
house_naturalresources | -4.891771 9.589784 -0.51 0.610 -23.69907 13.91553
house_bfs | .844419 3.432628 0.25 0.806 -5.887584 7.576422
house_eeo | 1.591544 3.090191 0.52 0.607 -4.468879 7.651967
house_govreform | 2.461201 3.304748 0.74 0.457 -4.020007 8.942409
house_ir | 8.087376 4.78043 1.69 0.091 -1.287911 17.46266
house_natsecur | 13.1487 7.39683 1.78 0.076 -1.357823 27.65522
house_oversight | -.12012 4.684109 -0.03 0.980 -9.306503 9.066263
house_resources | 4.560942 9.821422 0.46 0.642 -14.70064 23.82253
house_science | -.7521889 6.588243 -0.11 0.909 -13.67292 12.16855
house_transp | -6.707959 5.573104 -1.20 0.229 -17.63782 4.221905
house_homeland | -4.829429 4.627525 -1.04 0.297 -13.90484 4.245984
_cons | 26.54844 6.940839 3.82 0.000 12.9362 40.16068
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 736 1 0 1 1
j = 5 k = 3
rdbwselect_2014 numb_cosponsors MV1_female if sponsor_party==200 & tag_bill==1, c(0) kernel(uniform)
Computing CCT bandwidth selector.
Bandwidth estimators for RD local polynomial regression
Cutoff c = 0 | Left of c Right of c Number of obs = 5803
----------------------+---------------------- NN matches = 3
Number of obs | 3958 1845 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.03771 22.75762 .5728944
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(13,828 missing values generated)
(55,922 missing values generated)
(42,094 real changes made)
reg numb_cosponsors sponsor_female i.v2 i.minor house_* [aw=wt] if sponsor_party==200 & tag_bill==1 & women_friend1==1, robust cluster(group_sponsor)
(sum of wgt is 11,150.940263629)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 6,980
F(112, 1615) = .
Prob > F = .
R-squared = 0.0922
Root MSE = 40.621
(Std. Err. adjusted for 1,616 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
numb_cosponsors | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 3.14287 1.87422 1.68 0.094 -.5332876 6.819028
|
v2 |
102 | 4.169777 2.956875 1.41 0.159 -1.629938 9.969491
103 | 5.313665 3.989831 1.33 0.183 -2.512125 13.13945
104 | -1.13887 4.622233 -0.25 0.805 -10.20508 7.927335
105 | 3.61819 2.53884 1.43 0.154 -1.361577 8.597958
106 | 6.968449 2.766042 2.52 0.012 1.543039 12.39386
107 | 11.29388 3.856916 2.93 0.003 3.728796 18.85897
108 | 11.82754 3.328291 3.55 0.000 5.299321 18.35577
109 | 6.346306 2.575894 2.46 0.014 1.293859 11.39875
110 | 5.59681 4.981595 1.12 0.261 -4.174259 15.36788
111 | -2.201402 3.09727 -0.71 0.477 -8.276493 3.873689
|
minor |
201 | -8.820441 9.895462 -0.89 0.373 -28.22974 10.58885
202 | -1.97622 10.87552 -0.18 0.856 -23.30784 19.3554
204 | -14.18932 7.737944 -1.83 0.067 -29.36679 .9881416
205 | 1.608173 13.42237 0.12 0.905 -24.71891 27.93526
206 | 3.752559 9.702078 0.39 0.699 -15.27743 22.78254
207 | 3.951913 7.876875 0.50 0.616 -11.49806 19.40188
208 | -9.131251 6.806659 -1.34 0.180 -22.48206 4.219561
209 | -28.98024 5.516761 -5.25 0.000 -39.801 -18.15948
299 | 74.43925 16.54577 4.50 0.000 41.9858 106.8927
300 | -5.50381 9.910266 -0.56 0.579 -24.94214 13.93452
301 | -9.372765 6.915285 -1.36 0.175 -22.93664 4.191111
302 | -7.991856 6.596164 -1.21 0.226 -20.9298 4.946084
321 | -12.0942 7.040186 -1.72 0.086 -25.90306 1.714655
322 | -13.84891 6.350243 -2.18 0.029 -26.30449 -1.393328
323 | -13.82196 7.293588 -1.90 0.058 -28.12785 .4839286
324 | -14.465 7.070315 -2.05 0.041 -28.33296 -.5970449
325 | -14.2752 7.488157 -1.91 0.057 -28.96273 .412323
331 | 8.129629 9.115577 0.89 0.373 -9.749974 26.00923
332 | -16.20007 7.385253 -2.19 0.028 -30.68576 -1.714385
333 | -5.725266 18.11323 -0.32 0.752 -41.25317 29.80263
334 | -3.989838 6.900967 -0.58 0.563 -17.52563 9.545953
335 | -8.616378 17.3988 -0.50 0.621 -42.74297 25.51021
336 | 30.79011 22.16559 1.39 0.165 -12.68624 74.26645
341 | -6.418957 7.698931 -0.83 0.405 -21.5199 8.681988
342 | -3.358393 10.41878 -0.32 0.747 -23.79415 17.07736
343 | -19.86968 6.211567 -3.20 0.001 -32.05326 -7.686102
344 | 22.57238 13.30193 1.70 0.090 -3.518472 48.66324
398 | 12.27069 14.15213 0.87 0.386 -15.48778 40.02916
399 | -12.76688 9.944273 -1.28 0.199 -32.27191 6.738158
500 | -9.52424 8.422582 -1.13 0.258 -26.04458 6.996099
501 | -9.406909 6.670427 -1.41 0.159 -22.49051 3.676693
502 | -11.45755 6.23087 -1.84 0.066 -23.67899 .7638885
503 | -8.392106 6.391133 -1.31 0.189 -20.92789 4.143679
504 | 7.140654 7.369417 0.97 0.333 -7.313971 21.59528
505 | -12.73524 5.828014 -2.19 0.029 -24.1665 -1.303972
506 | -9.572435 8.000707 -1.20 0.232 -25.26529 6.120423
508 | -4.112137 7.757767 -0.53 0.596 -19.32848 11.10421
529 | .2417054 9.751936 0.02 0.980 -18.88607 19.36948
530 | -11.01159 5.523094 -1.99 0.046 -21.84477 -.1784042
599 | -1.26956 9.941243 -0.13 0.898 -20.76865 18.22953
600 | .023203 7.677206 0.00 0.998 -15.03513 15.08154
601 | -7.936991 5.835295 -1.36 0.174 -19.38254 3.508555
602 | -3.418322 6.592265 -0.52 0.604 -16.34861 9.51197
603 | -6.503706 6.839874 -0.95 0.342 -19.91967 6.912255
604 | -12.97989 6.29396 -2.06 0.039 -25.32507 -.6347016
606 | -3.319136 7.223863 -0.46 0.646 -17.48827 10.84999
607 | -2.246002 7.344272 -0.31 0.760 -16.65131 12.1593
609 | -7.477597 6.817155 -1.10 0.273 -20.849 5.893802
698 | -16.88997 10.32428 -1.64 0.102 -37.14036 3.360414
699 | -16.79621 6.508296 -2.58 0.010 -29.5618 -4.030614
1200 | -13.86321 9.204342 -1.51 0.132 -31.91692 4.190499
1201 | -13.93027 6.093192 -2.29 0.022 -25.88166 -1.978874
1202 | -17.09234 6.698611 -2.55 0.011 -30.23122 -3.953454
1203 | -14.63897 5.139668 -2.85 0.004 -24.72009 -4.557848
1204 | -15.75224 5.62721 -2.80 0.005 -26.78964 -4.714842
1205 | -14.94379 6.85154 -2.18 0.029 -28.38264 -1.504949
1206 | -20.64857 5.792701 -3.56 0.000 -32.01057 -9.286573
1207 | -12.96432 6.17051 -2.10 0.036 -25.06736 -.8612676
1208 | -2.888234 6.332648 -0.46 0.648 -15.30931 9.532837
1209 | .0656173 5.95213 0.01 0.991 -11.60909 11.74033
1210 | -11.3463 5.648645 -2.01 0.045 -22.42575 -.2668591
1211 | .9284631 10.51407 0.09 0.930 -19.6942 21.55112
1299 | -15.96433 7.906343 -2.02 0.044 -31.4721 -.4565654
1300 | -5.908856 8.533444 -0.69 0.489 -22.64664 10.82893
1301 | -8.802294 7.505928 -1.17 0.241 -23.52468 5.920088
1302 | -16.69041 7.942709 -2.10 0.036 -32.26951 -1.111309
1303 | -9.584554 6.023533 -1.59 0.112 -21.39932 2.230209
1304 | 2.874044 8.782569 0.33 0.744 -14.35238 20.10047
1305 | 14.55068 10.40635 1.40 0.162 -5.860696 34.96205
1399 | -19.87307 7.780227 -2.55 0.011 -35.13347 -4.61267
|
house_administration | -1.556974 5.590224 -0.28 0.781 -12.52183 9.407882
house_agriculture | 3.043754 5.071221 0.60 0.548 -6.903111 12.99062
house_appropriations | -.2881064 4.69058 -0.06 0.951 -9.488369 8.912156
house_armedservices | 6.550878 4.026121 1.63 0.104 -1.346093 14.44785
house_budget | -4.007571 4.726509 -0.85 0.397 -13.27831 5.263165
house_dc | -6.026784 6.501556 -0.93 0.354 -18.77916 6.725589
house_educlabor | -.8465157 2.580305 -0.33 0.743 -5.907613 4.214581
house_energycommerce | 11.9354 2.285768 5.22 0.000 7.452018 16.41879
house_foreignaffairs | 8.637115 7.526038 1.15 0.251 -6.124712 23.39894
house_governmentop | 11.57794 11.01866 1.05 0.294 -10.03445 33.19032
house_intelligence | .2372217 10.8487 0.02 0.983 -21.04178 21.51623
house_interior | 15.41847 10.16112 1.52 0.129 -4.511906 35.34884
house_judiciary | 5.21125 1.91057 2.73 0.006 1.463793 8.958707
house_mmf | 8.974767 12.20154 0.74 0.462 -14.95775 32.90729
house_pocs | -10.30363 3.833568 -2.69 0.007 -17.82292 -2.784341
house_pwt | -9.123444 5.440608 -1.68 0.094 -19.79484 1.547949
house_rules | .9929488 4.787518 0.21 0.836 -8.397451 10.38335
house_sst | -6.400922 13.66894 -0.47 0.640 -33.21165 20.4098
house_smallbusi | -7.653685 4.953196 -1.55 0.122 -17.36905 2.061682
house_soc | 0 (omitted)
house_veterans | -5.634839 3.155037 -1.79 0.074 -11.82324 .5535583
house_waysandmeans | 3.369143 2.302213 1.46 0.144 -1.146497 7.884783
house_naturalresources | .0780647 7.919983 0.01 0.992 -15.45646 15.61259
house_bfs | -10.60831 3.078352 -3.45 0.001 -16.6463 -4.570328
house_eeo | 8.872364 5.858162 1.51 0.130 -2.618033 20.36276
house_govreform | -1.147794 4.20539 -0.27 0.785 -9.396389 7.100801
house_ir | -6.543848 5.060363 -1.29 0.196 -16.46942 3.38172
house_natsecur | 8.530851 13.72446 0.62 0.534 -18.38876 35.45047
house_oversight | 4.467093 6.618953 0.67 0.500 -8.515546 17.44973
house_resources | -.0091959 5.983948 -0.00 0.999 -11.74632 11.72792
house_science | 5.213198 7.905417 0.66 0.510 -10.29276 20.71915
house_transp | 3.573577 7.722138 0.46 0.644 -11.57289 18.72004
house_homeland | -2.931394 2.784422 -1.05 0.293 -8.392853 2.530066
_cons | 17.42269 5.630469 3.09 0.002 6.378892 28.46648
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 570 1 0 1 1
(62,349 missing values generated)
(62,349 missing values generated)
(62,349 missing values generated)
(62,349 missing values generated)
(62,349 missing values generated)
(62,349 missing values generated)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(62,331 observations deleted)
(15 missing values generated)
(3 real changes made)
(1 real change made)
(18 missing values generated)
(0 real changes made)
(0 real changes made)
(17 missing values generated)
(1 real change made)
(0 real changes made)
(18 missing values generated)
(0 real changes made)
(0 real changes made)
(17 missing values generated)
(0 real changes made)
(0 real changes made)
(5 real changes made)
(5 real changes made)
(5 real changes made)
file /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Output/Table8_numb_cosponsors_WF11.xls saved
.
. log close
name: <unnamed>
log: /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Log/Table8.log
log type: text
closed on: 8 Jul 2021, 12:34:01
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