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name: <unnamed>
log: /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Log/Table10.log
log type: text
opened on: 8 Jul 2021, 12:36:44
.
.
. 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 pct_cosponsors_opposite {
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 `controls2' `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/Table10_`depvar'_WF`num'`l'", firstrow(var) replace
103. restore
104. } // closes l loop
105. } // closes num loop
106. }
j = 1 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 o
> cc3 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_sponso
> r)
Linear regression Number of obs = 40,597
F(220, 4647) = .
Prob > F = .
R-squared = 0.1058
Root MSE = 20.124
(Std. Err. adjusted for 4,648 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -.7323422 .5190282 -1.41 0.158 -1.749884 .2851995
|
v2 |
102 | -1.976687 .7550463 -2.62 0.009 -3.456937 -.4964383
103 | -2.502555 .9985254 -2.51 0.012 -4.460138 -.544971
104 | -3.469279 1.070594 -3.24 0.001 -5.568152 -1.370406
105 | -3.105553 1.05664 -2.94 0.003 -5.177068 -1.034038
106 | -1.633904 1.061498 -1.54 0.124 -3.714945 .4471368
107 | -1.76289 1.062714 -1.66 0.097 -3.846313 .3205327
108 | -4.029838 2.956491 -1.36 0.173 -9.825964 1.766288
109 | -4.736864 2.947076 -1.61 0.108 -10.51453 1.040803
110 | -4.26672 2.965247 -1.44 0.150 -10.08001 1.546572
111 | -5.518608 3.009521 -1.83 0.067 -11.4187 .3814802
|
minor |
101 | -1.107672 3.983367 -0.28 0.781 -8.916961 6.701618
103 | -1.247833 3.895747 -0.32 0.749 -8.885346 6.38968
104 | -1.15563 2.831398 -0.41 0.683 -6.706514 4.395255
105 | .8349573 2.272174 0.37 0.713 -3.619583 5.289497
107 | .056733 2.014602 0.03 0.978 -3.892843 4.006309
108 | 4.46171 3.284385 1.36 0.174 -1.977242 10.90066
110 | -7.80433 2.340564 -3.33 0.001 -12.39295 -3.215714
400 | 3.123079 2.80249 1.11 0.265 -2.371132 8.61729
401 | 6.662129 2.710788 2.46 0.014 1.347698 11.97656
402 | 6.917009 2.220342 3.12 0.002 2.564084 11.26993
403 | 2.347398 2.307322 1.02 0.309 -2.176047 6.870844
404 | 7.918491 3.012057 2.63 0.009 2.01343 13.82355
405 | 17.10972 3.576559 4.78 0.000 10.09797 24.12147
498 | 9.723157 3.466114 2.81 0.005 2.927929 16.51839
499 | 4.590207 3.432787 1.34 0.181 -2.139685 11.3201
700 | 6.947034 2.436892 2.85 0.004 2.169568 11.7245
701 | 5.276373 2.340185 2.25 0.024 .6884986 9.864246
703 | 6.758042 2.385207 2.83 0.005 2.081904 11.43418
704 | 3.423976 2.219603 1.54 0.123 -.9274987 7.77545
705 | 3.487492 2.33563 1.49 0.135 -1.091451 8.066435
707 | 7.447448 2.608184 2.86 0.004 2.334169 12.56073
708 | .5274209 2.727275 0.19 0.847 -4.819332 5.874174
709 | 9.107683 2.207351 4.13 0.000 4.780226 13.43514
710 | 8.695419 2.320739 3.75 0.000 4.145669 13.24517
711 | 7.954998 2.545302 3.13 0.002 2.964998 12.945
798 | 7.746273 3.207337 2.42 0.016 1.45837 14.03418
799 | 5.852141 3.832183 1.53 0.127 -1.660758 13.36504
800 | 1.63605 2.392852 0.68 0.494 -3.055075 6.327175
801 | 5.993867 2.770227 2.16 0.031 .5629076 11.42483
802 | 6.022617 2.361387 2.55 0.011 1.393178 10.65206
803 | 2.866115 2.146054 1.34 0.182 -1.341169 7.0734
805 | 6.863942 3.314522 2.07 0.038 .365906 13.36198
806 | 7.902582 2.256369 3.50 0.000 3.479029 12.32614
807 | 7.582454 2.468822 3.07 0.002 2.742391 12.42252
898 | 3.946786 3.669259 1.08 0.282 -3.246704 11.14028
899 | -1.671585 4.443781 -0.38 0.707 -10.3835 7.040335
1000 | 6.808403 2.713698 2.51 0.012 1.488267 12.12854
1001 | 9.374953 3.084218 3.04 0.002 3.328422 15.42148
1002 | 6.902058 2.365523 2.92 0.004 2.264509 11.53961
1003 | 7.167844 2.173265 3.30 0.001 2.907214 11.42847
1005 | 6.471376 2.648971 2.44 0.015 1.278136 11.66462
1006 | 8.142995 2.384162 3.42 0.001 3.468905 12.81708
1007 | 7.035051 2.353324 2.99 0.003 2.421419 11.64868
1010 | 1.723232 3.183359 0.54 0.588 -4.517662 7.964125
1098 | 2.011084 4.107539 0.49 0.624 -6.041642 10.06381
1099 | 4.302233 7.385406 0.58 0.560 -10.17667 18.78113
1400 | 5.094302 2.362553 2.16 0.031 .4625761 9.726028
1401 | 7.18617 2.543345 2.83 0.005 2.200007 12.17233
1403 | 6.396255 3.096777 2.07 0.039 .3251015 12.46741
1404 | 4.473156 3.880848 1.15 0.249 -3.135148 12.08146
1405 | 7.375868 2.692506 2.74 0.006 2.097278 12.65446
1406 | 2.256829 2.247468 1.00 0.315 -2.149275 6.662933
1407 | 11.97828 3.00568 3.99 0.000 6.085717 17.87084
1408 | 1.126987 3.326504 0.34 0.735 -5.39454 7.648515
1409 | 9.138737 3.47196 2.63 0.009 2.332048 15.94543
1410 | 7.696462 2.845496 2.70 0.007 2.117939 13.27498
1499 | 3.131809 4.360083 0.72 0.473 -5.416024 11.67964
1500 | 3.431193 2.821514 1.22 0.224 -2.100313 8.9627
1501 | 5.291576 2.14408 2.47 0.014 1.088161 9.494991
1502 | 4.757262 2.214793 2.15 0.032 .4152151 9.099308
1504 | 4.614792 2.225867 2.07 0.038 .2510366 8.978548
1505 | 9.895465 2.601577 3.80 0.000 4.795139 14.99579
1507 | 6.026283 2.801537 2.15 0.032 .53394 11.51863
1520 | 2.713855 2.399018 1.13 0.258 -1.989359 7.417069
1521 | 5.234212 2.195855 2.38 0.017 .9292932 9.539131
1522 | 16.37311 2.650948 6.18 0.000 11.176 21.57023
1523 | 5.569866 2.163275 2.57 0.010 1.328821 9.81091
1524 | 13.76901 4.298343 3.20 0.001 5.342213 22.1958
1525 | 3.676727 2.192473 1.68 0.094 -.6215603 7.975015
1526 | 10.79813 2.579371 4.19 0.000 5.741341 15.85492
1599 | 10.69403 3.488295 3.07 0.002 3.85532 17.53275
1600 | 7.343081 2.601579 2.82 0.005 2.242752 12.44341
1602 | 1.416491 3.250686 0.44 0.663 -4.956398 7.789379
1603 | .0437294 3.006733 0.01 0.988 -5.850894 5.938353
1604 | 9.285774 4.400316 2.11 0.035 .6590655 17.91248
1605 | 3.665667 2.767062 1.32 0.185 -1.759088 9.090423
1606 | 9.721479 3.547251 2.74 0.006 2.767183 16.67578
1608 | 8.329158 2.12369 3.92 0.000 4.165718 12.4926
1609 | 9.652425 2.192081 4.40 0.000 5.354904 13.94994
1610 | 6.029411 3.035571 1.99 0.047 .0782505 11.98057
1611 | 4.562181 2.646658 1.72 0.085 -.6265261 9.750887
1612 | 7.430423 2.572491 2.89 0.004 2.38712 12.47373
1614 | 6.336818 3.519363 1.80 0.072 -.5628041 13.23644
1615 | 5.392554 2.520849 2.14 0.032 .4504931 10.33462
1616 | 4.436498 2.547387 1.74 0.082 -.5575889 9.430586
1617 | 4.140429 3.192013 1.30 0.195 -2.117433 10.39829
1619 | .8256019 2.610458 0.32 0.752 -4.292134 5.943338
1620 | 10.0097 3.98135 2.51 0.012 2.204361 17.81503
1698 | 11.00214 4.537152 2.42 0.015 2.107172 19.89712
1699 | 11.44252 2.522572 4.54 0.000 6.497087 16.38796
1700 | 7.456493 3.480159 2.14 0.032 .6337286 14.27926
1701 | 8.223617 2.941586 2.80 0.005 2.456712 13.99052
1704 | 13.7331 4.220142 3.25 0.001 5.459622 22.00658
1705 | 4.70337 4.701112 1.00 0.317 -4.513041 13.91978
1706 | 9.312515 2.386729 3.90 0.000 4.633394 13.99164
1707 | 7.944948 2.334619 3.40 0.001 3.367987 12.52191
1708 | 11.83414 3.152825 3.75 0.000 5.653105 18.01517
1709 | 12.9489 2.573623 5.03 0.000 7.903378 17.99442
1798 | 8.466757 2.839914 2.98 0.003 2.899177 14.03434
1799 | 3.147187 5.221025 0.60 0.547 -7.0885 13.38287
1800 | 1.634264 2.595033 0.63 0.529 -3.453232 6.721761
1802 | 6.585971 2.375969 2.77 0.006 1.927944 11.244
1803 | 4.045837 2.470775 1.64 0.102 -.7980541 8.889727
1804 | 5.524275 2.958425 1.87 0.062 -.2756426 11.32419
1806 | 3.82744 2.971882 1.29 0.198 -1.998858 9.653739
1807 | -7.966989 2.006265 -3.97 0.000 -11.90022 -4.033759
1808 | 2.056979 5.115251 0.40 0.688 -7.971341 12.0853
1899 | 1.260975 6.464922 0.20 0.845 -11.41334 13.93529
1900 | 5.038685 2.914122 1.73 0.084 -.6743776 10.75175
1901 | 4.873548 2.341019 2.08 0.037 .2840386 9.463057
1902 | 10.42422 3.028156 3.44 0.001 4.487593 16.36084
1905 | 8.225746 3.223715 2.55 0.011 1.905735 14.54576
1906 | 6.039623 2.732443 2.21 0.027 .6827373 11.39651
1907 | 13.46284 4.118409 3.27 0.001 5.388801 21.53687
1908 | 9.51738 4.218026 2.26 0.024 1.248047 17.78671
1909 | 16.83655 4.891264 3.44 0.001 7.247347 26.42574
1910 | 7.902782 5.35141 1.48 0.140 -2.588521 18.39409
1911 | 5.247107 3.588111 1.46 0.144 -1.787294 12.28151
1912 | -6.013522 3.59152 -1.67 0.094 -13.05461 1.027562
1914 | 3.031653 2.787844 1.09 0.277 -2.433844 8.49715
1915 | 16.09645 6.297619 2.56 0.011 3.750123 28.44277
1919 | 10.54024 3.644056 2.89 0.004 3.396157 17.68432
1920 | 7.44242 2.625384 2.83 0.005 2.295422 12.58942
1925 | 9.637854 3.058956 3.15 0.002 3.640848 15.63486
1926 | -.8913367 2.806225 -0.32 0.751 -6.392869 4.610195
1927 | 3.336789 2.696222 1.24 0.216 -1.949085 8.622662
1929 | 5.026621 2.716276 1.85 0.064 -.2985686 10.35181
1999 | 5.740539 7.672322 0.75 0.454 -9.300853 20.78193
2000 | .8653335 2.150008 0.40 0.687 -3.349702 5.080369
2001 | 2.433634 2.356955 1.03 0.302 -2.187117 7.054385
2002 | .9641944 2.170286 0.44 0.657 -3.290597 5.218986
2003 | 6.08301 2.465271 2.47 0.014 1.24991 10.91611
2004 | 7.804975 2.135544 3.65 0.000 3.618294 11.99165
2005 | 11.20537 4.585795 2.44 0.015 2.21504 20.19571
2006 | 18.97934 2.233566 8.50 0.000 14.60049 23.35819
2007 | -.5452277 2.378274 -0.23 0.819 -5.207773 4.117318
2008 | 16.40424 2.087272 7.86 0.000 12.3122 20.49629
2009 | 3.060836 3.17656 0.96 0.335 -3.16673 9.288401
2010 | -5.634824 2.204131 -2.56 0.011 -9.955967 -1.313681
2011 | 1.53482 2.163603 0.71 0.478 -2.706869 5.776509
2012 | -.9654171 2.118695 -0.46 0.649 -5.119066 3.188231
2013 | .0670386 3.672492 0.02 0.985 -7.132789 7.266866
2014 | 5.400926 2.964865 1.82 0.069 -.4116157 11.21347
2015 | 6.465989 3.433356 1.88 0.060 -.2650181 13.197
2030 | 2.312094 3.307331 0.70 0.485 -4.171844 8.796032
2099 | 7.164592 2.960205 2.42 0.016 1.361185 12.968
2100 | -1.046768 2.48459 -0.42 0.674 -5.917743 3.824206
2101 | 8.800279 2.089578 4.21 0.000 4.703714 12.89684
2102 | 8.546701 2.184056 3.91 0.000 4.264914 12.82849
2103 | 4.084548 2.105543 1.94 0.052 -.0433149 8.212411
2104 | 4.568982 2.154626 2.12 0.034 .3448928 8.793071
2105 | 9.972325 3.737098 2.67 0.008 2.645838 17.29881
2199 | 1.658412 7.725213 0.21 0.830 -13.48667 16.8035
9999 | 2.188047 2.69992 0.81 0.418 -3.105078 7.481171
|
house_administration | -2.08926 .8637938 -2.42 0.016 -3.782705 -.395814
house_agriculture | 1.581649 .6265277 2.52 0.012 .3533572 2.809941
house_appropriations | -10.62489 1.217628 -8.73 0.000 -13.01202 -8.237759
house_armedservices | -1.830578 .6553493 -2.79 0.005 -3.115374 -.5457828
house_budget | -1.622469 1.079553 -1.50 0.133 -3.738906 .4939678
house_dc | -4.30135 3.21347 -1.34 0.181 -10.60128 1.998577
house_educlabor | -3.129536 .6940141 -4.51 0.000 -4.490133 -1.768939
house_energycommerce | -.9097229 .4441967 -2.05 0.041 -1.780559 -.0388865
house_foreignaffairs | 1.667652 .9114074 1.83 0.067 -.1191394 3.454443
house_governmentop | .5225229 1.053256 0.50 0.620 -1.542358 2.587404
house_intelligence | -3.866928 1.840313 -2.10 0.036 -7.474816 -.2590411
house_interior | -2.621696 .9245526 -2.84 0.005 -4.434258 -.8091339
house_judiciary | -.0924058 .4884051 -0.19 0.850 -1.049912 .8651
house_mmf | 2.924071 1.13338 2.58 0.010 .7021084 5.146034
house_pocs | 1.454186 1.108325 1.31 0.190 -.7186561 3.627029
house_pwt | -.0872283 .9042905 -0.10 0.923 -1.860067 1.68561
house_rules | -2.587736 .8369482 -3.09 0.002 -4.228552 -.9469205
house_sst | 1.306769 1.610294 0.81 0.417 -1.850171 4.463709
house_smallbusi | -1.396228 1.647563 -0.85 0.397 -4.626234 1.833777
house_soc | 3.714048 4.269214 0.87 0.384 -4.655637 12.08373
house_veterans | 1.220628 .9369172 1.30 0.193 -.6161746 3.05743
house_waysandmeans | .5724932 .4237062 1.35 0.177 -.2581721 1.403158
house_naturalresources | -2.238646 .781396 -2.86 0.004 -3.770553 -.7067387
house_bfs | -1.53674 .5481815 -2.80 0.005 -2.611436 -.4620442
house_eeo | -5.72725 2.057787 -2.78 0.005 -9.76149 -1.69301
house_govreform | 2.624508 .6579608 3.99 0.000 1.334593 3.914424
house_ir | 3.504867 .984771 3.56 0.000 1.574249 5.435486
house_natsecur | -1.214955 1.385974 -0.88 0.381 -3.932122 1.502212
house_oversight | -.9078575 .8534322 -1.06 0.287 -2.58099 .7652747
house_resources | -3.109357 .6929775 -4.49 0.000 -4.467922 -1.750793
house_science | 1.37991 1.044912 1.32 0.187 -.6686142 3.428434
house_transp | .3496578 .6490481 0.54 0.590 -.9227845 1.6221
house_homeland | .7953081 1.278648 0.62 0.534 -1.711449 3.302065
sponsor_democrat | -5.113668 .3837117 -13.33 0.000 -5.865925 -4.361411
sponsor_rookie | -2.314197 .5420006 -4.27 0.000 -3.376776 -1.251619
sponsor_tenure_run | .0942457 .0667359 1.41 0.158 -.0365884 .2250797
sponsor_age | .0122256 .0214926 0.57 0.569 -.0299101 .0543614
leader | -.1480973 .5583756 -0.27 0.791 -1.242779 .9465839
ivycoll | .1478045 .5237222 0.28 0.778 -.8789395 1.174549
black | -1.881048 .8416079 -2.24 0.025 -3.530999 -.2310976
occ0 | 2.190645 .5151423 4.25 0.000 1.180721 3.200568
occ1 | 1.476931 .6092373 2.42 0.015 .2825373 2.671326
occ2 | 1.870379 .4752214 3.94 0.000 .9387191 2.802038
occ3 | -.4588803 .7486908 -0.61 0.540 -1.92667 1.008909
occ4 | 2.038667 .5439617 3.75 0.000 .9722438 3.10509
borninstate | .4069984 .3432432 1.19 0.236 -.2659211 1.079918
tot_bills | -.0577374 .0146865 -3.93 0.000 -.0865298 -.0289449
NE | -.6443375 .552019 -1.17 0.243 -1.726557 .4378817
MW | -.9045652 .4842526 -1.87 0.062 -1.85393 .0447998
WE | -2.002346 .5231671 -3.83 0.000 -3.028001 -.9766898
pct_black | -.7607195 1.882615 -0.40 0.686 -4.451539 2.9301
pct_urban | 2.237172 1.227341 1.82 0.068 -.168999 4.643344
pct_for_born | -4.296108 2.484495 -1.73 0.084 -9.166897 .5746807
pct_age_over65 | 22.18669 5.012308 4.43 0.000 12.36019 32.01319
lninc | 2.499253 .9609356 2.60 0.009 .6153632 4.383143
lnpden | -.2007243 .189189 -1.06 0.289 -.5716245 .170176
_cons | -13.82073 9.743359 -1.42 0.156 -32.92234 5.280879
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 3,213 1 0 1 1
j = 1 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 o
> cc3 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 = 21,125
F(219, 2433) = .
Prob > F = .
R-squared = 0.0967
Root MSE = 18.188
(Std. Err. adjusted for 2,434 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -2.040329 .5251798 -3.89 0.000 -3.070175 -1.010484
|
v2 |
102 | -1.815239 .7333705 -2.48 0.013 -3.253335 -.3771442
103 | 1.128701 1.092095 1.03 0.301 -1.012831 3.270233
104 | -1.325082 1.242032 -1.07 0.286 -3.760632 1.110467
105 | -.6041484 1.179874 -0.51 0.609 -2.917809 1.709513
106 | -.187272 1.142516 -0.16 0.870 -2.427676 2.053132
107 | -.3851708 1.188046 -0.32 0.746 -2.714857 1.944516
108 | -5.866674 3.448549 -1.70 0.089 -12.62907 .8957227
109 | -6.458239 3.477044 -1.86 0.063 -13.27651 .360035
110 | -.6896605 3.412001 -0.20 0.840 -7.380389 6.001068
111 | -2.964569 3.475212 -0.85 0.394 -9.779249 3.850111
|
minor |
101 | -7.200079 3.967017 -1.81 0.070 -14.97916 .5790018
103 | -5.230099 3.097939 -1.69 0.091 -11.30497 .8447718
104 | -3.41257 4.806575 -0.71 0.478 -12.83797 6.012833
105 | -5.075778 3.10488 -1.63 0.102 -11.16426 1.012704
107 | -1.746009 2.858081 -0.61 0.541 -7.350532 3.858515
108 | .8315423 4.017816 0.21 0.836 -7.047153 8.710237
110 | -13.04681 3.202565 -4.07 0.000 -19.32685 -6.766775
400 | -2.248768 3.665934 -0.61 0.540 -9.437444 4.939907
401 | 2.781268 3.915477 0.71 0.478 -4.896745 10.45928
402 | 1.53708 3.120326 0.49 0.622 -4.581691 7.655851
403 | -2.252344 3.102933 -0.73 0.468 -8.337008 3.832321
404 | 1.373839 4.22347 0.33 0.745 -6.90813 9.655807
405 | 12.11295 4.535874 2.67 0.008 3.21838 21.00753
498 | 5.060366 5.077687 1.00 0.319 -4.89667 15.0174
499 | .3215008 5.312777 0.06 0.952 -10.09653 10.73953
700 | -.9618352 3.20878 -0.30 0.764 -7.254059 5.330389
701 | -2.818459 3.107142 -0.91 0.364 -8.911375 3.274458
703 | -.5571405 3.206004 -0.17 0.862 -6.843921 5.72964
704 | -2.911752 3.000536 -0.97 0.332 -8.795621 2.972117
705 | -.2483927 3.258507 -0.08 0.939 -6.638129 6.141343
707 | .2200414 3.223586 0.07 0.946 -6.101215 6.541298
708 | -6.878348 3.104186 -2.22 0.027 -12.96547 -.7912275
709 | 3.333162 2.993055 1.11 0.266 -2.536039 9.202362
710 | .7984488 3.167219 0.25 0.801 -5.412277 7.009174
711 | -1.531282 3.339552 -0.46 0.647 -8.079941 5.017377
798 | -2.743859 3.591016 -0.76 0.445 -9.785624 4.297906
799 | -1.045144 5.186198 -0.20 0.840 -11.21496 9.124676
800 | -4.445142 3.16213 -1.41 0.160 -10.64589 1.755604
801 | 2.427378 3.705811 0.66 0.513 -4.839493 9.694249
802 | 1.283511 3.270106 0.39 0.695 -5.128969 7.695991
803 | -2.79182 3.017792 -0.93 0.355 -8.709528 3.125888
805 | 4.315625 4.732941 0.91 0.362 -4.965387 13.59664
806 | 2.116331 3.040187 0.70 0.486 -3.845291 8.077953
807 | -.7143854 3.242523 -0.22 0.826 -7.072777 5.644006
898 | 2.098207 4.45077 0.47 0.637 -6.629484 10.8259
899 | -9.799764 3.697873 -2.65 0.008 -17.05107 -2.548459
1000 | .783434 3.707578 0.21 0.833 -6.486901 8.053769
1001 | -4.562286 3.57897 -1.27 0.203 -11.58043 2.455857
1002 | .205535 3.385653 0.06 0.952 -6.433525 6.844595
1003 | 2.469308 3.06098 0.81 0.420 -3.533088 8.471704
1005 | -.8303778 3.323667 -0.25 0.803 -7.347888 5.687132
1006 | 1.731249 3.26178 0.53 0.596 -4.664903 8.127402
1007 | 1.203708 3.231386 0.37 0.710 -5.132845 7.540261
1010 | -6.24633 3.263012 -1.91 0.056 -12.6449 .1522388
1098 | -3.175796 5.040679 -0.63 0.529 -13.06026 6.70867
1099 | 2.31118 10.57206 0.22 0.827 -18.41999 23.04235
1400 | -.8121743 3.096817 -0.26 0.793 -6.884845 5.260496
1401 | -.1071898 3.281227 -0.03 0.974 -6.541478 6.327099
1403 | -2.708346 3.623884 -0.75 0.455 -9.814563 4.39787
1404 | -2.269021 4.666257 -0.49 0.627 -11.41927 6.881226
1405 | .0785276 3.345712 0.02 0.981 -6.482211 6.639266
1406 | -5.469714 2.915941 -1.88 0.061 -11.1877 .2482703
1407 | 1.743002 3.554553 0.49 0.624 -5.22726 8.713265
1408 | -2.382338 3.90562 -0.61 0.542 -10.04102 5.276348
1409 | -2.526651 3.711559 -0.68 0.496 -9.804793 4.751492
1410 | .1239398 3.717731 0.03 0.973 -7.166306 7.414186
1499 | -4.499521 5.369671 -0.84 0.402 -15.02912 6.030078
1500 | -1.119622 3.816616 -0.29 0.769 -8.603776 6.364531
1501 | -.7651364 2.935445 -0.26 0.794 -6.521366 4.991093
1502 | .4238291 3.099341 0.14 0.891 -5.653792 6.50145
1504 | -1.153768 3.023018 -0.38 0.703 -7.081724 4.774188
1505 | .9203027 3.48349 0.26 0.792 -5.91061 7.751216
1507 | -1.473525 3.960892 -0.37 0.710 -9.240595 6.293546
1520 | -3.833704 3.253753 -1.18 0.239 -10.21412 2.546709
1521 | .9049404 3.103907 0.29 0.771 -5.181634 6.991515
1522 | 10.80155 3.645897 2.96 0.003 3.652162 17.95093
1523 | .3867299 2.930927 0.13 0.895 -5.360641 6.1341
1524 | 9.275419 5.452326 1.70 0.089 -1.416262 19.9671
1525 | -1.841488 2.962383 -0.62 0.534 -7.650541 3.967566
1526 | .4565422 3.448186 0.13 0.895 -6.305141 7.218226
1599 | 9.640389 5.52884 1.74 0.081 -1.201332 20.48211
1600 | 3.320807 3.354634 0.99 0.322 -3.257427 9.89904
1602 | -1.24294 3.857072 -0.32 0.747 -8.806425 6.320545
1603 | -8.026346 3.776676 -2.13 0.034 -15.43218 -.6205129
1604 | 5.699141 6.204462 0.92 0.358 -6.467433 17.86572
1605 | -1.089614 3.484667 -0.31 0.755 -7.922836 5.743608
1606 | 4.071713 4.211887 0.97 0.334 -4.187542 12.33097
1608 | 1.315032 2.919062 0.45 0.652 -4.409073 7.039137
1609 | -.0496034 2.980333 -0.02 0.987 -5.893855 5.794649
1610 | .426726 3.621047 0.12 0.906 -6.673929 7.527381
1611 | -1.217479 3.620055 -0.34 0.737 -8.316187 5.881229
1612 | .4355737 3.321981 0.13 0.896 -6.078631 6.949778
1614 | 1.790739 4.304993 0.42 0.677 -6.651093 10.23257
1615 | .8829884 3.413108 0.26 0.796 -5.80991 7.575887
1616 | .6926184 3.443439 0.20 0.841 -6.059756 7.444993
1617 | -1.08569 3.906029 -0.28 0.781 -8.745176 6.573796
1619 | -6.245134 3.220367 -1.94 0.053 -12.56008 .06981
1620 | 3.770184 4.975583 0.76 0.449 -5.986633 13.527
1698 | 8.905695 6.690761 1.33 0.183 -4.214482 22.02587
1699 | 6.041226 3.344311 1.81 0.071 -.516766 12.59922
1700 | 5.357672 4.284851 1.25 0.211 -3.044662 13.76001
1701 | 4.278302 3.658793 1.17 0.242 -2.89637 11.45297
1704 | 19.63762 8.029859 2.45 0.015 3.891556 35.38369
1705 | 1.696577 5.771034 0.29 0.769 -9.620072 13.01323
1706 | 2.577855 3.252919 0.79 0.428 -3.800923 8.956633
1707 | 1.830855 3.078353 0.59 0.552 -4.205609 7.867319
1708 | 5.999876 3.926993 1.53 0.127 -1.700719 13.70047
1709 | 4.551158 3.578662 1.27 0.204 -2.466382 11.5687
1798 | -.9177778 3.52051 -0.26 0.794 -7.821286 5.98573
1799 | -3.053392 6.604225 -0.46 0.644 -16.00388 9.897094
1800 | -4.863511 3.44636 -1.41 0.158 -11.62161 1.894592
1802 | -1.696912 3.214518 -0.53 0.598 -8.000387 4.606563
1803 | .1169106 3.306759 0.04 0.972 -6.367445 6.601266
1804 | -2.230237 3.889134 -0.57 0.566 -9.856593 5.396119
1806 | 2.298906 3.974563 0.58 0.563 -5.494972 10.09278
1807 | -10.30355 2.839645 -3.63 0.000 -15.87193 -4.735183
1808 | 7.249469 8.742574 0.83 0.407 -9.89419 24.39313
1899 | 2.126859 9.326177 0.23 0.820 -16.16121 20.41493
1900 | .2948191 3.826953 0.08 0.939 -7.209604 7.799242
1901 | 1.164534 3.075547 0.38 0.705 -4.866428 7.195496
1902 | 2.598542 3.724156 0.70 0.485 -4.704302 9.901386
1905 | -.5255237 3.378014 -0.16 0.876 -7.149604 6.098556
1906 | .4880265 3.27338 0.15 0.881 -5.930874 6.906927
1907 | 7.705514 5.49061 1.40 0.161 -3.061241 18.47227
1908 | 4.63887 4.810634 0.96 0.335 -4.794493 14.07223
1909 | 3.890172 5.378854 0.72 0.470 -6.657435 14.43778
1910 | -7.071527 3.582347 -1.97 0.048 -14.09629 -.0467624
1911 | -.2686982 3.493482 -0.08 0.939 -7.119204 6.581808
1912 | -8.204712 3.714572 -2.21 0.027 -15.48876 -.9206622
1914 | -5.740802 3.290205 -1.74 0.081 -12.19269 .7110906
1915 | 15.86142 4.961253 3.20 0.001 6.132703 25.59014
1919 | 6.660325 5.724222 1.16 0.245 -4.564528 17.88518
1920 | 4.164261 3.356645 1.24 0.215 -2.417918 10.74644
1925 | -1.504478 3.154527 -0.48 0.633 -7.690315 4.681358
1926 | 2.5781 3.943846 0.65 0.513 -5.155543 10.31174
1927 | 2.336515 4.050848 0.58 0.564 -5.606952 10.27998
1929 | .7380603 3.808771 0.19 0.846 -6.73071 8.20683
1999 | -1.439068 9.373696 -0.15 0.878 -19.82032 16.94218
2000 | -3.236059 3.048703 -1.06 0.289 -9.214382 2.742263
2001 | -1.351316 3.267627 -0.41 0.679 -7.758935 5.056303
2002 | -4.229189 3.184522 -1.33 0.184 -10.47384 2.015466
2003 | -1.85355 3.258098 -0.57 0.569 -8.242483 4.535383
2004 | .7997767 2.943313 0.27 0.786 -4.971882 6.571436
2005 | 10.60794 6.080378 1.74 0.081 -1.315309 22.5312
2006 | 11.71421 3.02339 3.87 0.000 5.785522 17.64289
2007 | -4.853855 3.252612 -1.49 0.136 -11.23203 1.52432
2008 | 10.63908 2.922523 3.64 0.000 4.908192 16.36997
2009 | 2.541363 4.489518 0.57 0.571 -6.262309 11.34504
2010 | -13.70007 3.023865 -4.53 0.000 -19.62969 -7.770453
2011 | -.0255938 3.185871 -0.01 0.994 -6.272895 6.221707
2012 | -6.292742 3.002743 -2.10 0.036 -12.18094 -.4045444
2013 | -2.75541 4.693797 -0.59 0.557 -11.95966 6.448842
2014 | 5.700651 4.064717 1.40 0.161 -2.270014 13.67132
2015 | -1.815299 4.244072 -0.43 0.669 -10.13767 6.507069
2030 | -1.737649 4.343255 -0.40 0.689 -10.25451 6.77921
2099 | 3.166454 3.717362 0.85 0.394 -4.123067 10.45598
2100 | -2.738076 3.74886 -0.73 0.465 -10.08936 4.613212
2101 | -.2575443 2.908118 -0.09 0.929 -5.960188 5.4451
2102 | .7915709 2.985155 0.27 0.791 -5.062138 6.64528
2103 | 1.288799 2.956213 0.44 0.663 -4.508156 7.085755
2104 | -.8840227 3.051923 -0.29 0.772 -6.86866 5.100615
2105 | .0967358 5.480768 0.02 0.986 -10.65072 10.84419
2199 | 2.987557 13.12623 0.23 0.820 -22.75218 28.7273
9999 | -1.33614 3.828207 -0.35 0.727 -8.843022 6.170742
|
house_administration | 1.073762 1.086096 0.99 0.323 -1.056006 3.20353
house_agriculture | .0909104 .7434333 0.12 0.903 -1.366917 1.548738
house_appropriations | -10.03025 1.118418 -8.97 0.000 -12.2234 -7.8371
house_armedservices | -3.032739 .7606156 -3.99 0.000 -4.52426 -1.541217
house_budget | -4.067573 1.521128 -2.67 0.008 -7.050412 -1.084734
house_dc | -7.623858 3.632044 -2.10 0.036 -14.74608 -.5016399
house_educlabor | -4.514562 .657945 -6.86 0.000 -5.804752 -3.224371
house_energycommerce | -1.056243 .5018181 -2.10 0.035 -2.040278 -.0722077
house_foreignaffairs | .1920648 .9028637 0.21 0.832 -1.578396 1.962526
house_governmentop | 2.059741 1.368233 1.51 0.132 -.6232802 4.742763
house_intelligence | -.3092224 2.334416 -0.13 0.895 -4.886871 4.268426
house_interior | -3.575118 1.041304 -3.43 0.001 -5.617053 -1.533184
house_judiciary | 1.481312 .6322161 2.34 0.019 .2415742 2.721049
house_mmf | 4.520953 1.311562 3.45 0.001 1.94906 7.092846
house_pocs | 1.015115 1.320734 0.77 0.442 -1.574765 3.604995
house_pwt | -.2812776 1.071712 -0.26 0.793 -2.38284 1.820285
house_rules | .845569 1.306136 0.65 0.517 -1.715684 3.406822
house_sst | 2.957882 1.482787 1.99 0.046 .0502271 5.865538
house_smallbusi | -5.830129 1.431899 -4.07 0.000 -8.637997 -3.022261
house_soc | -.0252328 5.475361 -0.00 0.996 -10.76208 10.71162
house_veterans | -.915483 .9599369 -0.95 0.340 -2.797861 .9668951
house_waysandmeans | 1.419947 .5078632 2.80 0.005 .424058 2.415836
house_naturalresources | -3.852591 .8948742 -4.31 0.000 -5.607385 -2.097797
house_bfs | -2.42947 .6040302 -4.02 0.000 -3.613937 -1.245003
house_eeo | -3.785826 2.695853 -1.40 0.160 -9.07223 1.500579
house_govreform | 5.168601 .8995043 5.75 0.000 3.404727 6.932474
house_ir | 1.283502 1.040022 1.23 0.217 -.7559187 3.322922
house_natsecur | .3543109 1.68834 0.21 0.834 -2.956422 3.665044
house_oversight | -3.055845 1.179981 -2.59 0.010 -5.369717 -.7419731
house_resources | 1.281466 .9356534 1.37 0.171 -.5532932 3.116226
house_science | -1.254025 1.040794 -1.20 0.228 -3.294959 .7869085
house_transp | -1.907002 .6512119 -2.93 0.003 -3.18399 -.6300153
house_homeland | -.4797751 1.310109 -0.37 0.714 -3.04882 2.08927
sponsor_democrat | 0 (omitted)
sponsor_rookie | -2.993063 .7111973 -4.21 0.000 -4.387678 -1.598448
sponsor_tenure_run | -.0518606 .0698297 -0.74 0.458 -.1887925 .0850713
sponsor_age | -.0315207 .025203 -1.25 0.211 -.0809423 .017901
leader | -.0979258 .6205294 -0.16 0.875 -1.314746 1.118895
ivycoll | .3699335 .5831615 0.63 0.526 -.7736109 1.513478
black | -3.503685 .9138739 -3.83 0.000 -5.295736 -1.711633
occ0 | .6455846 .6051037 1.07 0.286 -.5409872 1.832156
occ1 | 1.872952 .6762054 2.77 0.006 .5469546 3.19895
occ2 | 1.122048 .5533851 2.03 0.043 .0368935 2.207203
occ3 | 1.054122 .9672199 1.09 0.276 -.8425374 2.950782
occ4 | .4727973 .7400528 0.64 0.523 -.9784015 1.923996
borninstate | .0908542 .4252089 0.21 0.831 -.7429548 .9246631
tot_bills | -.0652413 .0139592 -4.67 0.000 -.0926145 -.0378681
NE | -3.262373 .6472422 -5.04 0.000 -4.531576 -1.993171
MW | -.5437729 .6651447 -0.82 0.414 -1.848081 .7605356
WE | -2.254466 .6795034 -3.32 0.001 -3.586931 -.9220005
pct_black | .9423281 2.188376 0.43 0.667 -3.348945 5.233601
pct_urban | 1.780304 1.492619 1.19 0.233 -1.146632 4.70724
pct_for_born | -1.07181 2.744754 -0.39 0.696 -6.454107 4.310486
pct_age_over65 | 17.68413 6.481023 2.73 0.006 4.975238 30.39303
lninc | -2.351521 1.03182 -2.28 0.023 -4.374857 -.3281854
lnpden | -.2370207 .2195552 -1.08 0.280 -.6675552 .1935138
_cons | 40.53179 10.49599 3.86 0.000 19.9498 61.11378
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,635 1 0 1 1
j = 1 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 o
> cc3 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) = 22.86
Prob > F = 0.0000
R-squared = 0.1683
Root MSE = 21.231
(Std. Err. adjusted for 2,204 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 1.728157 .9092418 1.90 0.057 -.0549033 3.511218
|
v2 |
102 | -1.562266 1.488558 -1.05 0.294 -4.481389 1.356858
103 | -4.909369 1.746531 -2.81 0.005 -8.33439 -1.484349
104 | -3.750093 1.727069 -2.17 0.030 -7.136946 -.3632405
105 | -3.190734 1.700697 -1.88 0.061 -6.525871 .144403
106 | -1.296852 1.767269 -0.73 0.463 -4.762541 2.168836
107 | -.7513089 1.720186 -0.44 0.662 -4.124666 2.622048
108 | 5.648871 4.29278 1.32 0.188 -2.769449 14.06719
109 | 4.757112 4.23633 1.12 0.262 -3.550507 13.06473
110 | -1.015068 4.294169 -0.24 0.813 -9.436111 7.405976
111 | -1.132229 4.421005 -0.26 0.798 -9.802002 7.537544
|
minor |
101 | 5.374531 6.003869 0.90 0.371 -6.399305 17.14837
103 | 6.973003 7.184766 0.97 0.332 -7.116621 21.06263
104 | 1.484195 3.531782 0.42 0.674 -5.441777 8.410166
105 | 6.280043 2.961744 2.12 0.034 .4719414 12.08815
107 | 3.868726 2.704588 1.43 0.153 -1.435083 9.172534
108 | 10.7304 6.363149 1.69 0.092 -1.748003 23.2088
110 | -3.151707 3.27991 -0.96 0.337 -9.583746 3.280332
400 | 10.14342 4.18006 2.43 0.015 1.94615 18.34069
401 | 11.61919 3.607908 3.22 0.001 4.543935 18.69445
402 | 12.74948 3.039452 4.19 0.000 6.788991 18.70997
403 | 11.9465 3.787858 3.15 0.002 4.518353 19.37465
404 | 14.01584 4.081926 3.43 0.001 6.011018 22.02067
405 | 22.15464 5.442405 4.07 0.000 11.48186 32.82742
498 | 12.75968 4.816643 2.65 0.008 3.314041 22.20531
499 | 10.36897 4.103767 2.53 0.012 2.321309 18.41662
700 | 14.49815 3.601043 4.03 0.000 7.436351 21.55994
701 | 12.90505 3.397186 3.80 0.000 6.243029 19.56707
703 | 14.55676 3.602357 4.04 0.000 7.492393 21.62113
704 | 9.362041 3.246188 2.88 0.004 2.996132 15.72795
705 | 6.596254 3.179961 2.07 0.038 .360218 12.83229
707 | 21.11869 6.186743 3.41 0.001 8.986236 33.25115
708 | 15.12696 7.062159 2.14 0.032 1.277774 28.97615
709 | 14.86794 3.119565 4.77 0.000 8.750343 20.98554
710 | 15.75281 3.335172 4.72 0.000 9.212405 22.29322
711 | 15.62582 3.534443 4.42 0.000 8.694627 22.55701
798 | 19.55656 5.337627 3.66 0.000 9.089255 30.02387
799 | 14.28046 5.393222 2.65 0.008 3.704131 24.85679
800 | 7.849939 3.621106 2.17 0.030 .7488002 14.95108
801 | 10.93383 3.969937 2.75 0.006 3.148622 18.71904
802 | 9.488356 3.292827 2.88 0.004 3.030986 15.94573
803 | 8.872352 2.923867 3.03 0.002 3.138527 14.60618
805 | 8.803466 4.29668 2.05 0.041 .3774991 17.22943
806 | 12.8575 3.255025 3.95 0.000 6.474262 19.24074
807 | 16.44041 3.797926 4.33 0.000 8.992517 23.8883
898 | 4.809076 6.1054 0.79 0.431 -7.163866 16.78202
899 | 5.784684 9.177147 0.63 0.529 -12.21208 23.78145
1000 | 11.42986 3.761837 3.04 0.002 4.05274 18.80698
1001 | 22.79678 4.232856 5.39 0.000 14.49598 31.09759
1002 | 13.30457 3.110636 4.28 0.000 7.204486 19.40466
1003 | 12.60358 2.96106 4.26 0.000 6.796819 18.41034
1005 | 13.50026 4.092258 3.30 0.001 5.475172 21.52535
1006 | 15.89325 3.377308 4.71 0.000 9.270207 22.51629
1007 | 12.29136 3.190859 3.85 0.000 6.033957 18.54877
1010 | 14.71258 6.68669 2.20 0.028 1.5997 27.82545
1098 | 6.411355 6.735219 0.95 0.341 -6.796689 19.6194
1099 | 7.705801 10.46765 0.74 0.462 -12.82169 28.23329
1400 | 9.43092 3.624804 2.60 0.009 2.322531 16.53931
1401 | 14.88705 3.978935 3.74 0.000 7.084189 22.6899
1403 | 22.65839 7.032386 3.22 0.001 8.867592 36.44919
1404 | 11.33515 6.069206 1.87 0.062 -.5668117 23.23712
1405 | 15.17421 4.517953 3.36 0.001 6.314315 24.0341
1406 | 10.74318 3.81003 2.82 0.005 3.271556 18.21481
1407 | 27.0469 4.970642 5.44 0.000 17.29926 36.79453
1408 | 1.61704 6.061339 0.27 0.790 -10.2695 13.50358
1409 | 20.27183 6.005554 3.38 0.001 8.494694 32.04898
1410 | 14.8841 4.090592 3.64 0.000 6.862276 22.90591
1499 | 10.94328 6.493066 1.69 0.092 -1.78989 23.67645
1500 | 7.726273 3.992856 1.94 0.053 -.1038817 15.55643
1501 | 11.19096 3.049402 3.67 0.000 5.210961 17.17097
1502 | 8.901557 3.014007 2.95 0.003 2.990964 14.81215
1504 | 11.53859 3.345818 3.45 0.001 4.977299 18.09987
1505 | 19.63546 3.732803 5.26 0.000 12.31528 26.95564
1507 | 13.16104 3.840948 3.43 0.001 5.628787 20.6933
1520 | 9.355146 3.485824 2.68 0.007 2.519302 16.19099
1521 | 8.537959 3.028822 2.82 0.005 2.598314 14.47761
1522 | 21.81904 3.536657 6.17 0.000 14.88351 28.75457
1523 | 10.93897 3.109747 3.52 0.000 4.840625 17.03731
1524 | 19.71137 6.498916 3.03 0.002 6.966729 32.45602
1525 | 12.17462 3.515713 3.46 0.001 5.280165 19.06908
1526 | 20.96503 3.684028 5.69 0.000 13.7405 28.18956
1599 | 12.83279 3.868442 3.32 0.001 5.24662 20.41897
1600 | 10.91601 3.812434 2.86 0.004 3.43967 18.39235
1602 | 3.678026 6.259968 0.59 0.557 -8.598031 15.95408
1603 | 7.617256 4.358842 1.75 0.081 -.9306143 16.16513
1604 | 10.91296 4.732935 2.31 0.021 1.631475 20.19444
1605 | 8.943547 4.646376 1.92 0.054 -.1681888 18.05528
1606 | 16.8496 5.846908 2.88 0.004 5.383572 28.31563
1608 | 15.83235 3.00932 5.26 0.000 9.930951 21.73375
1609 | 19.21024 3.10145 6.19 0.000 13.12817 25.29231
1610 | 12.40523 5.768065 2.15 0.032 1.093813 23.71664
1611 | 9.864553 3.837894 2.57 0.010 2.338284 17.39082
1612 | 15.50291 3.846234 4.03 0.000 7.960285 23.04554
1614 | 9.193815 6.752885 1.36 0.174 -4.048872 22.4365
1615 | 9.09372 3.637334 2.50 0.012 1.960758 16.22668
1616 | 7.087093 3.663595 1.93 0.053 -.0973674 14.27155
1617 | 12.50547 5.694499 2.20 0.028 1.338327 23.67262
1619 | 8.160412 4.728592 1.73 0.085 -1.112552 17.43338
1620 | 17.88434 6.774218 2.64 0.008 4.599821 31.16887
1698 | 11.65771 6.330783 1.84 0.066 -.7572165 24.07264
1699 | 17.54768 3.74723 4.68 0.000 10.19921 24.89616
1700 | 10.32104 5.292883 1.95 0.051 -.0585227 20.7006
1701 | 11.3768 4.514772 2.52 0.012 2.523145 20.23045
1704 | 13.24388 5.031151 2.63 0.009 3.377589 23.11018
1705 | 2.833568 7.985017 0.35 0.723 -12.82538 18.49252
1706 | 16.26351 3.474593 4.68 0.000 9.449688 23.07733
1707 | 14.85145 3.574051 4.16 0.000 7.842592 21.86032
1708 | 16.36107 4.830866 3.39 0.001 6.887538 25.83459
1709 | 19.51467 3.524063 5.54 0.000 12.60384 26.42551
1798 | 16.29719 4.43667 3.67 0.000 7.596698 24.99768
1799 | 5.549252 8.565341 0.65 0.517 -11.24774 22.34624
1800 | 7.496468 3.833537 1.96 0.051 -.0212562 15.01419
1802 | 14.54482 3.404067 4.27 0.000 7.8693 21.22033
1803 | 7.546471 3.747394 2.01 0.044 .1976758 14.89527
1804 | 12.48295 4.467839 2.79 0.005 3.721331 21.24457
1806 | 3.68194 4.245283 0.87 0.386 -4.643237 12.00712
1807 | -4.004081 2.700262 -1.48 0.138 -9.299408 1.291245
1808 | -2.011302 4.442622 -0.45 0.651 -10.72347 6.700863
1899 | -1.034979 9.015267 -0.11 0.909 -18.71429 16.64433
1900 | 8.879752 4.24595 2.09 0.037 .5532682 17.20624
1901 | 8.640289 3.598784 2.40 0.016 1.582924 15.69765
1902 | 18.22026 5.206003 3.50 0.000 8.011076 28.42945
1905 | 26.52354 7.186286 3.69 0.000 12.43093 40.61614
1906 | 9.052025 4.297734 2.11 0.035 .6239904 17.48006
1907 | 20.59976 5.530417 3.72 0.000 9.754382 31.44513
1908 | 14.81294 7.449138 1.99 0.047 .2048718 29.42101
1909 | 30.72626 7.798124 3.94 0.000 15.43382 46.0187
1910 | 20.01052 9.560012 2.09 0.036 1.262938 38.7581
1911 | 17.08258 9.804361 1.74 0.082 -2.144175 36.30934
1912 | -9.361186 3.138995 -2.98 0.003 -15.51688 -3.205487
1914 | 15.9929 5.407575 2.96 0.003 5.388424 26.59738
1915 | 15.49795 9.547818 1.62 0.105 -3.225716 34.22162
1919 | 13.86217 4.467428 3.10 0.002 5.101357 22.62298
1920 | 8.869789 4.175121 2.12 0.034 .6822027 17.05737
1925 | 21.74452 4.864506 4.47 0.000 12.20502 31.28402
1926 | .8459596 3.857745 0.22 0.826 -6.719239 8.411158
1927 | 5.662566 3.465316 1.63 0.102 -1.133062 12.45819
1929 | 8.420336 3.883114 2.17 0.030 .8053894 16.03528
1999 | 12.64068 12.98073 0.97 0.330 -12.81507 38.09644
2000 | 5.232322 2.915527 1.79 0.073 -.4851466 10.94979
2001 | 7.406056 3.263453 2.27 0.023 1.00629 13.80582
2002 | 6.103221 2.902923 2.10 0.036 .4104688 11.79597
2003 | 12.05722 3.582349 3.37 0.001 5.032083 19.08235
2004 | 14.297 2.978392 4.80 0.000 8.456253 20.13775
2005 | 6.821125 6.019439 1.13 0.257 -4.983244 18.62549
2006 | 25.6428 3.189426 8.04 0.000 19.38821 31.8974
2007 | 1.783614 3.404913 0.52 0.600 -4.893561 8.460789
2008 | 21.89774 2.860345 7.66 0.000 16.28848 27.50699
2009 | 2.60671 3.873005 0.67 0.501 -4.988413 10.20183
2011 | 4.725249 2.838125 1.66 0.096 -.8404311 10.29093
2012 | 3.59431 2.867014 1.25 0.210 -2.028022 9.216642
2013 | 3.175765 4.967375 0.64 0.523 -6.565462 12.91699
2014 | 6.914274 3.99385 1.73 0.084 -.9178307 14.74638
2015 | 15.22257 5.34514 2.85 0.004 4.740534 25.70461
2030 | 6.101852 4.619435 1.32 0.187 -2.957051 15.16075
2099 | 10.4651 4.603566 2.27 0.023 1.437314 19.49288
2100 | 3.137795 3.279354 0.96 0.339 -3.293155 9.568744
2101 | 17.80405 2.868854 6.21 0.000 12.17811 23.42999
2102 | 15.2604 3.06715 4.98 0.000 9.245595 21.27521
2103 | 7.310571 2.845537 2.57 0.010 1.730355 12.89079
2104 | 9.418868 2.898738 3.25 0.001 3.734322 15.10341
2105 | 17.53319 5.122618 3.42 0.001 7.487524 27.57886
2199 | 3.226301 8.442811 0.38 0.702 -13.3304 19.783
9999 | 3.373705 3.933718 0.86 0.391 -4.340478 11.08789
|
house_administration | -4.836655 1.28706 -3.76 0.000 -7.360633 -2.312676
house_agriculture | 3.205378 1.018378 3.15 0.002 1.208297 5.20246
house_appropriations | -11.78365 1.637251 -7.20 0.000 -14.99436 -8.57293
house_armedservices | .1006793 1.13707 0.09 0.929 -2.129162 2.330521
house_budget | -.0441759 1.401535 -0.03 0.975 -2.792645 2.704293
house_dc | -2.146156 5.225647 -0.41 0.681 -12.39387 8.101555
house_educlabor | .7845306 1.53307 0.51 0.609 -2.221884 3.790945
house_energycommerce | .2395899 .8027846 0.30 0.765 -1.334704 1.813884
house_foreignaffairs | 3.612055 2.081179 1.74 0.083 -.4692227 7.693332
house_governmentop | -1.463362 1.352928 -1.08 0.280 -4.116511 1.189787
house_intelligence | -7.392792 2.893103 -2.56 0.011 -13.06629 -1.719298
house_interior | -.0525194 1.705866 -0.03 0.975 -3.397794 3.292755
house_judiciary | -2.18744 .7297937 -3.00 0.003 -3.618596 -.7562848
house_mmf | 1.786272 2.122362 0.84 0.400 -2.375769 5.948312
house_pocs | 2.822564 1.928598 1.46 0.143 -.9594975 6.604625
house_pwt | .6290161 1.639638 0.38 0.701 -2.586382 3.844414
house_rules | -3.542241 1.020371 -3.47 0.001 -5.543232 -1.541251
house_sst | 4.563852 3.830686 1.19 0.234 -2.948282 12.07599
house_smallbusi | 5.628153 3.329805 1.69 0.091 -.901732 12.15804
house_soc | 3.277806 6.365547 0.51 0.607 -9.205294 15.76091
house_veterans | 5.181596 1.570696 3.30 0.001 2.101397 8.261795
house_waysandmeans | -.9327327 .6576738 -1.42 0.156 -2.222458 .3569929
house_naturalresources | 1.314265 1.406145 0.93 0.350 -1.443243 4.071773
house_bfs | .3212003 .9850125 0.33 0.744 -1.61045 2.252851
house_eeo | -7.232285 3.77929 -1.91 0.056 -14.64363 .1790602
house_govreform | 1.032041 .9460806 1.09 0.275 -.8232618 2.887345
house_ir | 4.064903 1.483901 2.74 0.006 1.154912 6.974894
house_natsecur | -1.178619 2.222704 -0.53 0.596 -5.537433 3.180195
house_oversight | .7246156 1.216547 0.60 0.551 -1.661084 3.110315
house_resources | -5.752051 .9703605 -5.93 0.000 -7.654968 -3.849134
house_science | 3.191267 1.682367 1.90 0.058 -.1079239 6.490459
house_transp | 2.479043 1.038827 2.39 0.017 .4418606 4.516224
house_homeland | 2.900644 2.533111 1.15 0.252 -2.066891 7.868179
sponsor_democrat | 0 (omitted)
sponsor_rookie | -1.945088 .7682181 -2.53 0.011 -3.451595 -.43858
sponsor_tenure_run | .2532149 .099855 2.54 0.011 .0573951 .4490347
sponsor_age | .0540198 .0298691 1.81 0.071 -.0045547 .1125944
leader | -.7271428 .7537582 -0.96 0.335 -2.205294 .7510083
ivycoll | .2624334 .8726328 0.30 0.764 -1.448836 1.973702
black | -2.375124 3.759748 -0.63 0.528 -9.748145 4.997897
occ0 | 2.83085 .8185233 3.46 0.001 1.225692 4.436008
occ1 | 1.298513 1.03138 1.26 0.208 -.7240654 3.321091
occ2 | 1.946257 .7052797 2.76 0.006 .5631742 3.32934
occ3 | -1.865804 1.039756 -1.79 0.073 -3.904808 .1732012
occ4 | 2.318107 .6929218 3.35 0.001 .9592587 3.676955
borninstate | .6054361 .5048489 1.20 0.231 -.3845935 1.595466
tot_bills | -.0382305 .0264757 -1.44 0.149 -.0901504 .0136894
NE | 3.11011 .8162607 3.81 0.000 1.509389 4.710831
MW | .2565711 .6523585 0.39 0.694 -1.022731 1.535873
WE | -.5106847 .7764257 -0.66 0.511 -2.033288 1.011918
pct_black | 3.088558 3.299165 0.94 0.349 -3.381242 9.558357
pct_urban | .8759782 1.808685 0.48 0.628 -2.670928 4.422885
pct_for_born | 1.669691 4.748301 0.35 0.725 -7.641924 10.98131
pct_age_over65 | 30.59784 6.802743 4.50 0.000 17.25738 43.9383
lninc | 5.406081 1.739991 3.11 0.002 1.993887 8.818276
lnpden | .2882035 .2787805 1.03 0.301 -.2584967 .8349036
_cons | -57.89709 17.36591 -3.33 0.001 -91.95235 -23.84183
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,575 1 0 1 1
j = 2 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 MV1_female femaleXMV1_female if tag_bill==1 & sample==1 & abs(MV1_female)<=15.71585796583256 & women_friend1==0, rob
> ust cluster(group_sponsor)
Linear regression Number of obs = 1,865
F(13, 225) = 1.72
Prob > F = 0.0583
R-squared = 0.0213
Root MSE = 20.559
(Std. Err. adjusted for 226 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
pct_cosponsors_~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | -3.311238 2.59511 -1.28 0.203 -8.425066 1.80259
|
v2 |
102 | -7.544355 4.530609 -1.67 0.097 -16.47221 1.383496
103 | -6.956416 4.104373 -1.69 0.091 -15.04434 1.131512
104 | -8.702139 4.300269 -2.02 0.044 -17.17609 -.2281859
105 | -8.09072 4.15969 -1.95 0.053 -16.28765 .1062124
106 | -3.373933 4.669296 -0.72 0.471 -12.57508 5.827211
107 | -.0549309 5.138508 -0.01 0.991 -10.18069 10.07083
108 | -1.047111 5.617685 -0.19 0.852 -12.11711 10.02289
109 | -8.889249 4.409837 -2.02 0.045 -17.57911 -.199385
110 | -6.673499 4.324434 -1.54 0.124 -15.19507 1.848072
111 | -4.862745 4.498303 -1.08 0.281 -13.72694 4.001447
|
MV1_female | .0278751 .1886922 0.15 0.883 -.3439549 .3997051
femaleXMV1_female | .0908911 .2619987 0.35 0.729 -.425394 .6071761
_cons | 20.88418 4.198888 4.97 0.000 12.61001 29.15836
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 160 1 0 1 1
j = 2 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 MV1_female femaleXMV1_female if sponsor_party==100 & tag_bill==1 & sample==1 & abs(MV1_female)<=24.47749468503319 &
> women_friend1==0, robust cluster(group_sponsor)
Linear regression Number of obs = 1,270
F(13, 160) = 1.73
Prob > F = 0.0588
R-squared = 0.0260
Root MSE = 17.94
(Std. Err. adjusted for 161 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
pct_cosponsors_~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | -4.805574 2.361778 -2.03 0.044 -9.469853 -.1412952
|
v2 |
102 | -5.688703 2.579019 -2.21 0.029 -10.78201 -.5953948
103 | -2.624928 2.739191 -0.96 0.339 -8.034562 2.784705
104 | -2.933201 2.904796 -1.01 0.314 -8.669887 2.803484
105 | -.2804249 3.321959 -0.08 0.933 -6.840966 6.280117
106 | -4.242643 3.591813 -1.18 0.239 -11.33612 2.850835
107 | -2.046716 2.463195 -0.83 0.407 -6.911283 2.817852
108 | -4.371538 2.71538 -1.61 0.109 -9.734145 .9910698
109 | -10.81807 3.186135 -3.40 0.001 -17.11038 -4.525768
110 | -4.742673 2.933395 -1.62 0.108 -10.53584 1.050493
111 | -.8089055 3.385125 -0.24 0.811 -7.494194 5.876383
|
MV1_female | .0766666 .1158655 0.66 0.509 -.1521562 .3054895
femaleXMV1_female | .225355 .179258 1.26 0.211 -.1286618 .5793719
_cons | 16.62733 2.981376 5.58 0.000 10.73941 22.51525
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 107 1 0 1 1
j = 2 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 MV1_female femaleXMV1_female if sponsor_party==200 & tag_bill==1 & sample==1 & abs(MV1_female)<=11.12080711934915 &
> women_friend1==0, robust cluster(group_sponsor)
Linear regression Number of obs = 705
F(13, 86) = 4.73
Prob > F = 0.0000
R-squared = 0.0630
Root MSE = 21.952
(Std. Err. adjusted for 87 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
pct_cosponsors_~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | 1.778272 5.116981 0.35 0.729 -8.393949 11.95049
|
v2 |
102 | -3.179828 4.459308 -0.71 0.478 -12.04464 5.684982
103 | -3.996151 3.09043 -1.29 0.199 -10.13972 2.14742
104 | -7.88739 3.283683 -2.40 0.018 -14.41514 -1.359645
105 | -7.990581 3.090646 -2.59 0.011 -14.13458 -1.84658
106 | .9980421 3.714805 0.27 0.789 -6.386746 8.38283
107 | 8.775425 4.642502 1.89 0.062 -.4535639 18.00441
108 | 14.92517 4.121746 3.62 0.000 6.731413 23.11893
109 | -6.262135 2.792029 -2.24 0.027 -11.8125 -.711766
110 | -3.191003 4.310987 -0.74 0.461 -11.76096 5.378955
111 | -2.854526 6.274023 -0.45 0.650 -15.32687 9.617818
|
MV1_female | -.4308829 .4446787 -0.97 0.335 -1.314875 .4531091
femaleXMV1_female | .3684608 .6988041 0.53 0.599 -1.020716 1.757637
_cons | 16.10188 3.319386 4.85 0.000 9.503165 22.7006
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 62 1 0 1 1
j = 3 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(54,841 missing values generated)
(59,051 missing values generated)
(4,210 real changes made)
reg pct_cosponsors_opposite 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)
> <=15.71585796583256, robust cluster(group_sponsor)
(sum of wgt is 3,659.27203023434)
note: house_dc omitted because of collinearity
note: house_eeo omitted because of collinearity
Linear regression Number of obs = 1,865
F(163, 225) = .
Prob > F = .
R-squared = 0.2093
Root MSE = 19.702
(Std. Err. adjusted for 226 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -1.623082 2.061391 -0.79 0.432 -5.685185 2.43902
|
v2 |
102 | -9.493763 4.236875 -2.24 0.026 -17.84279 -1.144732
103 | -6.2004 3.962053 -1.56 0.119 -14.00788 1.607077
104 | -7.594053 4.188394 -1.81 0.071 -15.84755 .6594434
105 | -8.9802 3.867567 -2.32 0.021 -16.60149 -1.358915
106 | -3.065008 4.249228 -0.72 0.471 -11.43838 5.308366
107 | 2.312532 4.354096 0.53 0.596 -6.267491 10.89255
108 | -.0153618 5.720804 -0.00 0.998 -11.28857 11.25785
109 | -6.569522 3.841513 -1.71 0.089 -14.13947 1.000424
110 | -3.888031 3.759428 -1.03 0.302 -11.29622 3.52016
111 | -4.839145 4.345577 -1.11 0.267 -13.40238 3.724089
|
MV1_female | -.2395757 .1833267 -1.31 0.193 -.6008327 .1216812
femaleXMV1_female | .2305038 .2437658 0.95 0.345 -.2498522 .7108598
|
minor |
101 | 25.35561 19.46168 1.30 0.194 -12.99485 63.70608
103 | 9.481378 9.856323 0.96 0.337 -9.941132 28.90389
104 | 6.152228 13.48857 0.46 0.649 -20.42785 32.7323
105 | 9.023496 9.563646 0.94 0.346 -9.822276 27.86927
107 | 9.379616 9.010355 1.04 0.299 -8.37586 27.13509
108 | .607933 9.842662 0.06 0.951 -18.78766 20.00352
400 | 5.218515 11.35067 0.46 0.646 -17.14869 27.58572
401 | 20.06683 13.15725 1.53 0.129 -5.860363 45.99403
402 | 2.244668 11.32987 0.20 0.843 -20.08155 24.57089
403 | 15.02217 12.11387 1.24 0.216 -8.848981 38.89333
404 | 23.87696 10.88834 2.19 0.029 2.420788 45.33312
405 | 17.93688 16.91319 1.06 0.290 -15.39164 51.26539
498 | 1.404401 9.795921 0.14 0.886 -17.89908 20.70788
499 | 21.10472 12.82534 1.65 0.101 -4.168425 46.37787
700 | -1.418161 9.691748 -0.15 0.884 -20.51637 17.68004
701 | 5.482562 10.32425 0.53 0.596 -14.86203 25.82715
703 | 16.21817 10.39613 1.56 0.120 -4.268066 36.70442
704 | 12.42165 10.63474 1.17 0.244 -8.534776 33.37808
705 | 17.54181 11.42442 1.54 0.126 -4.970731 40.05435
707 | 21.83631 13.95857 1.56 0.119 -5.66994 49.34255
708 | 2.136546 9.890564 0.22 0.829 -17.35344 21.62653
709 | 15.73931 9.232221 1.70 0.090 -2.453371 33.93198
710 | 26.85962 10.56093 2.54 0.012 6.048637 47.6706
711 | 4.664483 15.57964 0.30 0.765 -26.03618 35.36514
798 | 7.82881 10.43713 0.75 0.454 -12.73822 28.39584
799 | .5150237 10.60529 0.05 0.961 -20.38337 21.41341
800 | 7.917578 10.70508 0.74 0.460 -13.17745 29.01261
801 | 19.63913 10.00158 1.96 0.051 -.06961 39.34787
802 | 6.160266 10.87062 0.57 0.571 -15.26098 27.58151
803 | 14.00925 10.19619 1.37 0.171 -6.082983 34.10149
805 | -1.686017 9.246556 -0.18 0.855 -19.90694 16.53491
806 | 10.922 8.89734 1.23 0.221 -6.610772 28.45477
807 | 3.570858 9.32044 0.38 0.702 -14.79566 21.93738
898 | 3.038647 14.90977 0.20 0.839 -26.34199 32.41929
899 | 6.533581 10.96861 0.60 0.552 -15.08076 28.14792
1000 | 48.90767 9.889512 4.95 0.000 29.41976 68.39558
1001 | 13.41846 12.047 1.11 0.267 -10.32092 37.15784
1002 | 10.79733 12.27286 0.88 0.380 -13.38712 34.98178
1003 | 19.31372 10.26884 1.88 0.061 -.9216805 39.54913
1005 | 36.7675 9.785332 3.76 0.000 17.48488 56.05011
1006 | 17.8079 10.89135 1.64 0.103 -3.654201 39.26999
1007 | 10.05434 9.76166 1.03 0.304 -9.181633 29.29031
1010 | 21.14134 20.4798 1.03 0.303 -19.21539 61.49808
1400 | 28.86333 14.09257 2.05 0.042 1.093029 56.63364
1401 | -1.381078 9.903135 -0.14 0.889 -20.89583 18.13368
1403 | 2.935638 9.286848 0.32 0.752 -15.36469 21.23596
1404 | 23.72473 23.84832 0.99 0.321 -23.26989 70.71935
1405 | 31.13392 15.5132 2.01 0.046 .5641802 61.70365
1406 | 22.5117 12.80376 1.76 0.080 -2.718916 47.74231
1407 | 14.25628 13.32813 1.07 0.286 -12.00765 40.52021
1408 | 7.929717 11.31589 0.70 0.484 -14.36897 30.2284
1409 | 8.076513 13.02828 0.62 0.536 -17.59653 33.74956
1410 | 23.28641 12.79086 1.82 0.070 -1.918785 48.4916
1499 | 3.380696 9.270641 0.36 0.716 -14.88769 21.64908
1500 | 26.13195 13.31622 1.96 0.051 -.1084966 52.3724
1501 | 18.08708 9.381698 1.93 0.055 -.4001459 36.57432
1502 | 9.588026 10.4179 0.92 0.358 -10.9411 30.11715
1504 | 10.66237 10.75158 0.99 0.322 -10.5243 31.84904
1505 | 29.59269 12.62014 2.34 0.020 4.723896 54.46149
1507 | .4430169 10.15914 0.04 0.965 -19.57622 20.46225
1520 | 6.45118 10.69022 0.60 0.547 -14.61457 27.51693
1521 | 9.274678 9.348227 0.99 0.322 -9.146595 27.69595
1522 | 26.0279 10.16173 2.56 0.011 6.00357 46.05222
1523 | 10.156 9.929757 1.02 0.308 -9.411212 29.72322
1524 | 43.3436 9.877424 4.39 0.000 23.87951 62.80769
1525 | 6.343773 9.239216 0.69 0.493 -11.86269 24.55023
1526 | 14.8071 11.90568 1.24 0.215 -8.653794 38.26799
1599 | 25.32126 15.48417 1.64 0.103 -5.191288 55.83381
1600 | 2.780591 10.52013 0.26 0.792 -17.94999 23.51117
1603 | -38.11615 14.87724 -2.56 0.011 -67.4327 -8.799607
1604 | 6.17301 11.76743 0.52 0.600 -17.01546 29.36148
1605 | -3.503141 10.15071 -0.35 0.730 -23.50575 16.49947
1606 | 8.681636 10.53042 0.82 0.411 -12.06923 29.4325
1608 | 10.13246 9.936849 1.02 0.309 -9.448732 29.71365
1609 | 16.33465 10.0702 1.62 0.106 -3.509322 36.17862
1610 | 1.628192 11.7463 0.14 0.890 -21.51864 24.77503
1611 | -3.69833 11.001 -0.34 0.737 -25.3765 17.97984
1612 | 8.30883 13.39209 0.62 0.536 -18.08113 34.69879
1614 | 4.139257 9.501859 0.44 0.664 -14.58476 22.86327
1615 | 12.20486 10.66955 1.14 0.254 -8.820176 33.22989
1616 | 11.59672 8.892856 1.30 0.194 -5.927216 29.12066
1617 | 30.61441 10.5292 2.91 0.004 9.865955 51.36286
1619 | 13.8969 12.86162 1.08 0.281 -11.44773 39.24153
1620 | 9.381463 11.96792 0.78 0.434 -14.20208 32.96501
1698 | 8.364654 10.24234 0.82 0.415 -11.81853 28.54784
1699 | 6.886695 10.2323 0.67 0.502 -13.2767 27.05009
1700 | 2.98628 12.03137 0.25 0.804 -20.72229 26.69485
1701 | 13.91138 18.05083 0.77 0.442 -21.65893 49.48168
1704 | 5.362562 10.60393 0.51 0.614 -15.53315 26.25828
1706 | 18.89485 12.33565 1.53 0.127 -5.413327 43.20302
1707 | 19.35378 13.03036 1.49 0.139 -6.323365 45.03092
1708 | -3.433867 14.1501 -0.24 0.808 -31.31753 24.4498
1709 | 19.04885 10.84064 1.76 0.080 -2.313317 40.41101
1798 | 20.49499 14.69157 1.40 0.164 -8.455678 49.44565
1799 | -15.02135 10.44071 -1.44 0.152 -35.59544 5.552732
1800 | 20.54536 13.40728 1.53 0.127 -5.874546 46.96526
1802 | 18.43877 10.99841 1.68 0.095 -3.234299 40.11184
1803 | -2.480886 10.35708 -0.24 0.811 -22.89016 17.92839
1804 | 19.80755 20.20225 0.98 0.328 -20.00226 59.61736
1806 | 36.73803 13.87776 2.65 0.009 9.391032 64.08503
1807 | 1.613971 9.361705 0.17 0.863 -16.83386 20.06181
1808 | -.806537 9.168577 -0.09 0.930 -18.8738 17.26072
1900 | 20.24087 22.40269 0.90 0.367 -23.90505 64.3868
1901 | 11.73205 12.51528 0.94 0.350 -12.93011 36.39421
1902 | 16.92458 9.752971 1.74 0.084 -2.29427 36.14342
1905 | 27.11861 15.04474 1.80 0.073 -2.52801 56.76522
1906 | 69.12752 11.54272 5.99 0.000 46.38187 91.87317
1907 | 17.92589 15.42735 1.16 0.246 -12.47469 48.32646
1909 | 63.41567 10.59506 5.99 0.000 42.53742 84.29392
1910 | 10.31591 9.804281 1.05 0.294 -9.004051 29.63586
1914 | -6.541234 9.872872 -0.66 0.508 -25.99635 12.91389
1915 | 1.461661 10.32718 0.14 0.888 -18.88869 21.81202
1919 | 4.867788 12.47352 0.39 0.697 -19.71207 29.44765
1920 | 14.24492 11.96827 1.19 0.235 -9.33932 37.82916
1925 | 39.01133 14.33862 2.72 0.007 10.75617 67.26649
1926 | 15.53492 13.11992 1.18 0.238 -10.31871 41.38855
1927 | 8.806506 12.67555 0.69 0.488 -16.17147 33.78448
1929 | 8.562897 12.45527 0.69 0.492 -15.981 33.1068
2000 | 13.96831 11.71486 1.19 0.234 -9.116568 37.05319
2001 | 21.28033 15.47119 1.38 0.170 -9.20663 51.76728
2002 | 3.416034 9.65558 0.35 0.724 -15.6109 22.44297
2003 | 31.11905 11.49563 2.71 0.007 8.466185 53.77191
2004 | 17.31824 9.965379 1.74 0.084 -2.319168 36.95565
2005 | -7.728589 10.9199 -0.71 0.480 -29.24694 13.78976
2006 | 26.63262 11.63458 2.29 0.023 3.705939 49.55931
2007 | -4.060286 9.6483 -0.42 0.674 -23.07287 14.9523
2008 | 15.08149 9.781756 1.54 0.125 -4.194079 34.35706
2009 | 9.761323 9.496576 1.03 0.305 -8.952282 28.47493
2011 | 9.482404 10.16455 0.93 0.352 -10.54749 29.5123
2012 | 7.367876 9.599419 0.77 0.444 -11.54839 26.28414
2013 | 3.614698 12.17672 0.30 0.767 -20.38029 27.60969
2014 | .0622717 12.13511 0.01 0.996 -23.85073 23.97528
2015 | 63.38216 9.714207 6.52 0.000 44.2397 82.52463
2030 | 17.22586 10.16559 1.69 0.092 -2.806068 37.2578
2099 | 62.15222 10.36823 5.99 0.000 41.72095 82.58348
2100 | 5.497062 11.19845 0.49 0.624 -16.5702 27.56432
2101 | 11.71117 9.520074 1.23 0.220 -7.048739 30.47108
2102 | 11.56804 11.81975 0.98 0.329 -11.72352 34.85961
2103 | 6.826231 10.09562 0.68 0.500 -13.06783 26.72029
2104 | 11.12242 10.30301 1.08 0.282 -9.18032 31.42516
2105 | 12.19285 19.50012 0.63 0.532 -26.23337 50.61906
9999 | 13.24396 15.42217 0.86 0.391 -17.14641 43.63432
|
house_administration | -5.238634 3.159154 -1.66 0.099 -11.46395 .9866793
house_agriculture | 6.898865 3.08393 2.24 0.026 .8217856 12.97594
house_appropriations | -2.875629 4.564561 -0.63 0.529 -11.87038 6.119127
house_armedservices | .4648651 3.469373 0.13 0.894 -6.371755 7.301485
house_budget | -7.340399 6.078628 -1.21 0.228 -19.31872 4.637922
house_dc | 0 (omitted)
house_educlabor | .326915 3.178204 0.10 0.918 -5.935937 6.589767
house_energycommerce | -3.270114 2.061049 -1.59 0.114 -7.331543 .7913138
house_foreignaffairs | 1.302491 4.713685 0.28 0.783 -7.986124 10.59111
house_governmentop | -.2504715 4.746139 -0.05 0.958 -9.60304 9.102097
house_intelligence | 38.15023 10.23157 3.73 0.000 17.98828 58.31219
house_interior | 6.14075 3.978306 1.54 0.124 -1.698754 13.98025
house_judiciary | -2.457359 1.972605 -1.25 0.214 -6.344503 1.429785
house_mmf | -2.425424 4.245534 -0.57 0.568 -10.79152 5.94067
house_pocs | -5.226753 4.792332 -1.09 0.277 -14.67035 4.21684
house_pwt | 4.885364 3.84815 1.27 0.206 -2.69766 12.46839
house_rules | 2.625124 4.648867 0.56 0.573 -6.535762 11.78601
house_sst | 17.49252 8.139065 2.15 0.033 1.453975 33.53106
house_smallbusi | -3.40865 5.64184 -0.60 0.546 -14.52625 7.708954
house_soc | -11.42314 6.904589 -1.65 0.099 -25.02907 2.182793
house_veterans | -.6244821 4.261818 -0.15 0.884 -9.022665 7.773701
house_waysandmeans | -1.524037 1.959009 -0.78 0.437 -5.384389 2.336315
house_naturalresources | 6.277786 3.612856 1.74 0.084 -.8415755 13.39715
house_bfs | -2.540916 2.947494 -0.86 0.390 -8.349139 3.267308
house_eeo | 0 (omitted)
house_govreform | 3.128422 3.09336 1.01 0.313 -2.96724 9.224085
house_ir | 2.868715 3.663825 0.78 0.434 -4.351086 10.08851
house_natsecur | 7.054447 5.117865 1.38 0.169 -3.03063 17.13952
house_oversight | 1.211475 3.321644 0.36 0.716 -5.334035 7.756984
house_resources | .4254704 2.988095 0.14 0.887 -5.462759 6.3137
house_science | 1.544153 4.013811 0.38 0.701 -6.365317 9.453623
house_transp | -.9760277 2.613743 -0.37 0.709 -6.126574 4.174518
house_homeland | -4.402131 5.782711 -0.76 0.447 -15.79733 6.993068
_cons | 7.449001 10.13742 0.73 0.463 -12.52742 27.42542
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 160 1 0 1 1
j = 3 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(58,733 missing values generated)
(60,180 missing values generated)
(1,447 real changes made)
reg pct_cosponsors_opposite 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 & abs(MV1_female)<=24.47749468503319, robust cluster(group_sponsor)
(sum of wgt is 4,496.801181674)
Linear regression Number of obs = 1,270
F(149, 160) = .
Prob > F = .
R-squared = 0.2080
Root MSE = 15.568
(Std. Err. adjusted for 161 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -6.4595 2.426405 -2.66 0.009 -11.25141 -1.667589
|
v2 |
102 | -6.042918 2.821504 -2.14 0.034 -11.61511 -.4707249
103 | 1.207114 3.304753 0.37 0.715 -5.319449 7.733676
104 | -2.803157 3.460453 -0.81 0.419 -9.637211 4.030897
105 | -1.40825 3.740717 -0.38 0.707 -8.795797 5.979298
106 | -6.636429 3.623135 -1.83 0.069 -13.79176 .5189067
107 | .3258847 2.96264 0.11 0.913 -5.525038 6.176808
108 | -6.463324 2.683331 -2.41 0.017 -11.76264 -1.16401
109 | -7.853074 2.765647 -2.84 0.005 -13.31495 -2.391193
110 | -3.062408 3.136716 -0.98 0.330 -9.257114 3.132298
111 | .837954 3.796808 0.22 0.826 -6.660369 8.336277
|
MV1_female | .2320106 .1099541 2.11 0.036 .014862 .4491591
femaleXMV1_female | .0599453 .1878315 0.32 0.750 -.3110034 .4308941
|
minor |
104 | -11.00679 3.834986 -2.87 0.005 -18.58051 -3.433069
105 | .2122871 7.494314 0.03 0.977 -14.58824 15.01282
107 | .7729783 4.252056 0.18 0.856 -7.624413 9.17037
108 | -14.87599 4.095538 -3.63 0.000 -22.96427 -6.787706
400 | -12.51677 5.114303 -2.45 0.015 -22.61702 -2.416529
401 | 14.73675 12.05394 1.22 0.223 -9.068584 38.54209
402 | -6.0949 5.137346 -1.19 0.237 -16.24065 4.050853
403 | 4.614491 9.75992 0.47 0.637 -14.66039 23.88937
404 | 13.53228 8.361867 1.62 0.108 -2.981581 30.04615
405 | 1.174617 11.60811 0.10 0.920 -21.75025 24.09948
498 | -2.793983 8.01057 -0.35 0.728 -18.61407 13.0261
499 | -31.73819 8.873683 -3.58 0.000 -49.26284 -14.21354
700 | 1.756881 10.16276 0.17 0.863 -18.31357 21.82733
701 | 16.91711 7.17648 2.36 0.020 2.744273 31.08996
703 | -1.259597 4.490622 -0.28 0.779 -10.12813 7.608939
704 | .7069492 5.284912 0.13 0.894 -9.730232 11.14413
705 | -2.041939 7.188114 -0.28 0.777 -16.23776 12.15388
707 | 11.11741 11.39168 0.98 0.331 -11.38004 33.61485
708 | -5.58571 3.735898 -1.50 0.137 -12.96374 1.792322
709 | 4.867626 4.718598 1.03 0.304 -4.451141 14.18639
710 | 5.974108 7.551812 0.79 0.430 -8.939978 20.88819
711 | -10.38421 4.386151 -2.37 0.019 -19.04643 -1.721996
798 | -17.18214 7.365715 -2.33 0.021 -31.7287 -2.635581
799 | -7.65125 5.689754 -1.34 0.181 -18.88795 3.585453
800 | -10.38578 4.358947 -2.38 0.018 -18.99427 -1.777291
801 | 8.141682 4.925254 1.65 0.100 -1.585211 17.86857
802 | 4.097906 9.13474 0.45 0.654 -13.94231 22.13812
803 | .8624722 4.097633 0.21 0.834 -7.22995 8.954894
805 | -2.38626 4.159628 -0.57 0.567 -10.60112 5.828597
806 | -5.787065 4.650719 -1.24 0.215 -14.97178 3.397647
807 | .1584386 6.887973 0.02 0.982 -13.44463 13.76151
898 | -5.272784 14.91413 -0.35 0.724 -34.72673 24.18116
899 | -1.420915 9.85304 -0.14 0.886 -20.8797 18.03787
1000 | 31.87008 4.814332 6.62 0.000 22.36225 41.37792
1001 | 4.612583 7.64361 0.60 0.547 -10.4828 19.70796
1002 | 10.2736 9.334252 1.10 0.273 -8.160628 28.70783
1003 | 6.978497 7.69357 0.91 0.366 -8.215547 22.17254
1005 | 10.21621 14.7875 0.69 0.491 -18.98765 39.42007
1006 | -1.149314 4.227101 -0.27 0.786 -9.497422 7.198794
1007 | -4.271168 5.276323 -0.81 0.419 -14.69139 6.149052
1010 | -11.96268 4.680431 -2.56 0.012 -21.20607 -2.719289
1400 | -2.566171 7.002381 -0.37 0.714 -16.39518 11.26284
1401 | -11.9003 6.368827 -1.87 0.064 -24.4781 .6775074
1403 | -3.676898 4.67557 -0.79 0.433 -12.91069 5.556892
1404 | -14.86626 4.118141 -3.61 0.000 -22.99918 -6.733335
1405 | 3.885509 6.280057 0.62 0.537 -8.516987 16.288
1406 | 6.394378 9.396646 0.68 0.497 -12.16307 24.95183
1407 | -1.673034 5.133195 -0.33 0.745 -11.81059 8.464521
1408 | -7.209023 4.469993 -1.61 0.109 -16.03682 1.618773
1409 | -1.801971 6.661665 -0.27 0.787 -14.9581 11.35416
1410 | 6.537153 9.028045 0.72 0.470 -11.29235 24.36665
1500 | -10.50008 3.237995 -3.24 0.001 -16.8948 -4.105353
1501 | 4.289865 5.576262 0.77 0.443 -6.722703 15.30243
1502 | 3.619813 6.222524 0.58 0.562 -8.66906 15.90869
1504 | 1.913936 8.14447 0.23 0.815 -14.17059 17.99846
1505 | 18.52895 5.425495 3.42 0.001 7.814129 29.24377
1507 | -11.49792 4.640985 -2.48 0.014 -20.66341 -2.332431
1520 | -4.246482 8.616211 -0.49 0.623 -21.26265 12.76969
1521 | -1.24708 5.887304 -0.21 0.833 -12.87393 10.37977
1522 | 7.444695 4.483634 1.66 0.099 -1.410042 16.29943
1523 | -5.117518 1.966611 -2.60 0.010 -9.001381 -1.233654
1525 | -4.274997 4.367211 -0.98 0.329 -12.89981 4.349814
1526 | 23.87227 12.65228 1.89 0.061 -1.114744 48.85927
1599 | 18.06489 15.51703 1.16 0.246 -12.57972 48.7095
1600 | -5.244484 8.066412 -0.65 0.517 -21.17485 10.68589
1602 | .7354595 5.60697 0.13 0.896 -10.33775 11.80867
1603 | .6156405 8.918511 0.07 0.945 -16.99754 18.22882
1604 | -16.01769 4.575889 -3.50 0.001 -25.05462 -6.98076
1605 | -9.73728 4.14796 -2.35 0.020 -17.92909 -1.545467
1606 | -4.928425 5.834662 -0.84 0.400 -16.45131 6.594459
1608 | -7.073396 4.082893 -1.73 0.085 -15.13671 .989916
1609 | .9018085 4.908939 0.18 0.854 -8.792862 10.59648
1610 | -5.673439 7.733791 -0.73 0.464 -20.94691 9.600036
1611 | -18.12292 4.572592 -3.96 0.000 -27.15333 -9.092497
1612 | 2.801625 7.338309 0.38 0.703 -11.69081 17.29406
1615 | 16.745 10.97519 1.53 0.129 -4.929913 38.41992
1616 | -3.483179 8.777032 -0.40 0.692 -20.81695 13.85059
1619 | -5.051583 6.787084 -0.74 0.458 -18.45541 8.35224
1620 | 6.093625 11.91376 0.51 0.610 -17.43488 29.62213
1698 | -5.080417 5.174208 -0.98 0.328 -15.29897 5.138135
1699 | -9.647881 3.826747 -2.52 0.013 -17.20533 -2.090433
1701 | 6.890783 8.789887 0.78 0.434 -10.46838 24.24994
1706 | -6.669503 5.426531 -1.23 0.221 -17.38637 4.047362
1707 | 7.854971 11.40914 0.69 0.492 -14.67696 30.3869
1708 | 37.78869 11.02141 3.43 0.001 16.02248 59.55489
1709 | 1.853724 6.453375 0.29 0.774 -10.89106 14.5985
1798 | -.177273 10.63207 -0.02 0.987 -21.17457 20.82003
1800 | 1.251386 10.75594 0.12 0.908 -19.99054 22.49331
1802 | 3.920749 6.417061 0.61 0.542 -8.752315 16.59381
1803 | -3.202218 5.714687 -0.56 0.576 -14.48816 8.083725
1804 | -16.26146 2.905988 -5.60 0.000 -22.00049 -10.52242
1806 | 24.26211 15.15775 1.60 0.111 -5.672964 54.19718
1807 | -5.763329 1.66484 -3.46 0.001 -9.051224 -2.475435
1900 | 54.48985 5.949825 9.16 0.000 42.73953 66.24017
1901 | -.8659993 5.401136 -0.16 0.873 -11.53271 9.800714
1902 | 1.535282 3.930349 0.39 0.697 -6.226771 9.297335
1905 | 12.90065 6.596497 1.96 0.052 -.1267827 25.92808
1906 | 16.8674 13.08149 1.29 0.199 -8.96726 42.70206
1908 | 9.304058 16.42773 0.57 0.572 -23.13908 41.7472
1909 | 20.9373 6.529904 3.21 0.002 8.041379 33.83321
1911 | 16.71216 8.524215 1.96 0.052 -.1223262 33.54664
1912 | 8.518801 8.432384 1.01 0.314 -8.134328 25.17193
1920 | 1.758889 7.49449 0.23 0.815 -13.04199 16.55977
1925 | 10.18041 6.346407 1.60 0.111 -2.353118 22.71394
1926 | 30.38417 5.391609 5.64 0.000 19.73628 41.03207
1927 | 6.656889 17.1863 0.39 0.699 -27.28436 40.59814
1929 | -15.92174 4.902086 -3.25 0.001 -25.60287 -6.2406
1999 | 39.95238 4.360873 9.16 0.000 31.34009 48.56468
2000 | 2.947802 6.96207 0.42 0.673 -10.8016 16.6972
2001 | -2.725303 6.268067 -0.43 0.664 -15.10412 9.653512
2002 | 9.258916 7.927774 1.17 0.245 -6.397657 24.91549
2003 | 8.57907 7.192969 1.19 0.235 -5.626336 22.78448
2004 | 3.585395 4.970851 0.72 0.472 -6.231546 13.40234
2005 | 6.308937 9.498114 0.66 0.507 -12.4489 25.06678
2006 | 4.905231 7.790741 0.63 0.530 -10.48072 20.29118
2007 | -14.75962 4.521095 -3.26 0.001 -23.68834 -5.830901
2008 | 8.75179 4.528481 1.93 0.055 -.1915154 17.69509
2011 | -2.069288 5.083832 -0.41 0.685 -12.10935 7.970779
2012 | -5.110627 4.733583 -1.08 0.282 -14.45899 4.237733
2013 | -2.114897 6.965631 -0.30 0.762 -15.87133 11.64154
2014 | 10.64973 10.2191 1.04 0.299 -9.531988 30.83146
2030 | .0165251 5.770919 0.00 0.998 -11.38047 11.41352
2099 | 42.20001 8.119572 5.20 0.000 26.16465 58.23537
2100 | 20.56803 12.53472 1.64 0.103 -4.186819 45.32288
2101 | .9949017 3.793035 0.26 0.793 -6.495969 8.485772
2102 | 14.57261 7.753494 1.88 0.062 -.7397795 29.885
2103 | .3351482 3.916623 0.09 0.932 -7.399797 8.070093
2104 | 10.96713 7.659832 1.43 0.154 -4.160284 26.09454
9999 | -17.90224 3.525848 -5.08 0.000 -24.86544 -10.93904
|
house_administration | -4.318233 5.008559 -0.86 0.390 -14.20964 5.573178
house_agriculture | 1.007393 2.93713 0.34 0.732 -4.79315 6.807936
house_appropriations | 4.291124 7.354034 0.58 0.560 -10.23237 18.81462
house_armedservices | 1.161819 3.283605 0.35 0.724 -5.322977 7.646615
house_budget | -10.40205 5.1048 -2.04 0.043 -20.48353 -.3205766
house_dc | -12.17616 10.55106 -1.15 0.250 -33.01347 8.661156
house_educlabor | -5.713037 3.571099 -1.60 0.112 -12.76561 1.339533
house_energycommerce | -5.629255 2.625009 -2.14 0.034 -10.81339 -.4451216
house_foreignaffairs | -3.543213 5.572224 -0.64 0.526 -14.54781 7.461382
house_governmentop | 7.581378 3.192784 2.37 0.019 1.275943 13.88681
house_intelligence | -3.732917 7.628049 -0.49 0.625 -18.79756 11.33173
house_interior | -6.950677 3.307968 -2.10 0.037 -13.48359 -.4177657
house_judiciary | -4.350501 3.120718 -1.39 0.165 -10.51361 1.81261
house_mmf | -.4955725 5.397538 -0.09 0.927 -11.15518 10.16403
house_pocs | -.2838369 7.667674 -0.04 0.971 -15.42674 14.85906
house_pwt | -6.349993 3.1436 -2.02 0.045 -12.55829 -.1416924
house_rules | 3.171781 5.446636 0.58 0.561 -7.58479 13.92835
house_sst | 6.330531 8.413964 0.75 0.453 -10.28622 22.94728
house_smallbusi | -5.720994 5.340261 -1.07 0.286 -16.26748 4.825496
house_soc | -5.506161 5.321475 -1.03 0.302 -16.01555 5.003228
house_veterans | -1.908607 3.557644 -0.54 0.592 -8.934604 5.117389
house_waysandmeans | -2.124056 2.448932 -0.87 0.387 -6.960455 2.712344
house_naturalresources | -9.371836 3.101943 -3.02 0.003 -15.49787 -3.245805
house_bfs | -5.552425 3.379094 -1.64 0.102 -12.2258 1.120953
house_eeo | -11.01737 11.64482 -0.95 0.346 -34.01473 11.98
house_govreform | 3.087723 4.426194 0.70 0.486 -5.653576 11.82902
house_ir | -6.553848 3.464784 -1.89 0.060 -13.39645 .2887591
house_natsecur | 6.563932 6.520877 1.01 0.316 -6.314158 19.44202
house_oversight | -7.664983 4.622756 -1.66 0.099 -16.79447 1.464505
house_resources | -3.481215 3.409345 -1.02 0.309 -10.21433 3.251905
house_science | 8.010487 5.250242 1.53 0.129 -2.358225 18.3792
house_transp | -.2029336 3.57522 -0.06 0.955 -7.263641 6.857774
house_homeland | -17.80107 13.64464 -1.30 0.194 -44.74789 9.14574
_cons | 20.33585 4.198149 4.84 0.000 12.04492 28.62678
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 107 1 0 1 1
j = 3 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(58,683 missing values generated)
(61,323 missing values generated)
(2,640 real changes made)
reg pct_cosponsors_opposite 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 & abs(MV1_female)<=11.12080711934915, robust cluster(group_sponsor)
(sum of wgt is 1,165.78500950336)
note: house_dc omitted because of collinearity
note: house_soc omitted because of collinearity
note: house_eeo omitted because of collinearity
Linear regression Number of obs = 692
F(83, 84) = .
Prob > F = .
R-squared = 0.4239
Root MSE = 19.684
(Std. Err. adjusted for 85 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -.2701508 3.950048 -0.07 0.946 -8.125255 7.584953
|
v2 |
103 | 3.367185 3.779727 0.89 0.376 -4.149216 10.88359
104 | -9.029636 5.158986 -1.75 0.084 -19.28885 1.229574
105 | -4.44345 4.691977 -0.95 0.346 -13.77396 4.887061
106 | 2.802325 4.214838 0.66 0.508 -5.579342 11.18399
107 | 14.15557 6.616659 2.14 0.035 .9976142 27.31352
108 | 16.99865 5.583544 3.04 0.003 5.895157 28.10214
109 | .7153011 4.599623 0.16 0.877 -8.431553 9.862155
110 | -1.751433 4.075103 -0.43 0.668 -9.855223 6.352357
111 | -1.080481 5.486356 -0.20 0.844 -11.9907 9.829739
|
MV1_female | -.5378497 .4396274 -1.22 0.225 -1.412097 .3363976
femaleXMV1_female | .5041208 .6349073 0.79 0.429 -.758462 1.766704
|
minor |
101 | 23.02324 22.63732 1.02 0.312 -21.99355 68.04003
104 | 11.1327 18.78746 0.59 0.555 -26.22823 48.49364
105 | 11.47695 20.88395 0.55 0.584 -30.05309 53.00698
107 | 6.511282 18.11488 0.36 0.720 -29.51214 42.53471
400 | 7.384992 18.45508 0.40 0.690 -29.31495 44.08494
401 | 15.77635 19.91991 0.79 0.431 -23.83657 55.38928
402 | 6.227595 20.38003 0.31 0.761 -34.30033 46.75552
403 | 15.26457 21.12117 0.72 0.472 -26.73719 57.26632
499 | 1.068039 18.1642 0.06 0.953 -35.05347 37.18955
700 | 7.761236 18.47656 0.42 0.676 -28.98143 44.5039
701 | 3.987459 21.3547 0.19 0.852 -38.4787 46.45362
703 | 25.94145 18.35633 1.41 0.161 -10.56213 62.44502
704 | 12.13437 20.02869 0.61 0.546 -27.69487 51.9636
705 | 14.48339 19.37768 0.75 0.457 -24.05126 53.01803
707 | -2.587717 18.68538 -0.14 0.890 -39.74564 34.5702
709 | 15.91574 19.16253 0.83 0.409 -22.19106 54.02253
710 | 24.58243 19.22103 1.28 0.204 -13.6407 62.80555
711 | 12.21362 20.31594 0.60 0.549 -28.18685 52.61409
800 | 36.32287 22.32938 1.63 0.108 -8.081555 80.72729
801 | 16.58819 27.60024 0.60 0.549 -38.29792 71.47431
802 | -3.279604 18.45297 -0.18 0.859 -39.97536 33.41615
803 | 15.00971 20.45106 0.73 0.465 -25.65948 55.67889
805 | -11.7322 20.61692 -0.57 0.571 -52.7312 29.2668
806 | -2.680892 18.6201 -0.14 0.886 -39.709 34.34721
807 | 1.161914 18.11325 0.06 0.949 -34.85828 37.18211
1001 | -1.275764 18.04332 -0.07 0.944 -37.15689 34.60536
1002 | .7943193 18.0455 0.04 0.965 -35.09114 36.67978
1003 | 20.42567 19.03106 1.07 0.286 -17.41968 58.27102
1005 | 43.07554 17.6201 2.44 0.017 8.036038 78.11503
1006 | 24.45511 19.22467 1.27 0.207 -13.77525 62.68547
1007 | 11.78589 19.41048 0.61 0.545 -26.81398 50.38575
1010 | 17.02131 24.32721 0.70 0.486 -31.35602 65.39864
1400 | 23.88733 20.99666 1.14 0.258 -17.86683 65.6415
1401 | -6.741675 17.5018 -0.39 0.701 -41.54592 28.06257
1404 | 57.86047 18.66077 3.10 0.003 20.75149 94.96945
1405 | 38.13083 17.73234 2.15 0.034 2.868133 73.39353
1406 | -2.223976 17.85987 -0.12 0.901 -37.74029 33.29234
1407 | 56.5486 24.71341 2.29 0.025 7.403277 105.6939
1409 | 30.11884 22.47556 1.34 0.184 -14.57628 74.81396
1410 | 7.891387 17.67159 0.45 0.656 -27.25051 43.03328
1499 | -3.91576 17.85911 -0.22 0.827 -39.43056 31.59904
1500 | 1.494852 20.39126 0.07 0.942 -39.05541 42.04512
1501 | 20.20653 18.88181 1.07 0.288 -17.34203 57.75508
1502 | 5.916127 20.29715 0.29 0.771 -34.44698 46.27923
1504 | 23.56107 19.60869 1.20 0.233 -15.43297 62.55511
1505 | 12.63311 21.62976 0.58 0.561 -30.38005 55.64626
1507 | 16.4845 18.66523 0.88 0.380 -20.63335 53.60235
1520 | 4.773788 19.88638 0.24 0.811 -34.77245 44.32003
1521 | -4.595364 19.41379 -0.24 0.813 -43.20182 34.0111
1523 | -2.937125 18.23247 -0.16 0.872 -39.1944 33.32015
1524 | 40.14769 18.96462 2.12 0.037 2.434459 77.86093
1525 | 6.799833 18.9794 0.36 0.721 -30.94279 44.54245
1526 | 35.03856 18.50639 1.89 0.062 -1.763424 71.84055
1599 | 20.39609 24.27181 0.84 0.403 -27.87107 68.66325
1600 | -32.15484 23.45643 -1.37 0.174 -78.80052 14.49083
1603 | -44.15711 27.48627 -1.61 0.112 -98.81657 10.50234
1604 | -1.60834 24.20966 -0.07 0.947 -49.75191 46.53523
1608 | 12.67328 19.09286 0.66 0.509 -25.29497 50.64153
1609 | 23.75566 18.59988 1.28 0.205 -13.23225 60.74357
1610 | -.8742249 20.13453 -0.04 0.965 -40.91395 39.1655
1611 | -9.240963 19.40806 -0.48 0.635 -47.83603 29.3541
1615 | 6.736039 24.84396 0.27 0.787 -42.66891 56.14099
1616 | 5.983362 18.70972 0.32 0.750 -31.22297 43.18969
1617 | 32.48853 19.51565 1.66 0.100 -6.320485 71.29755
1619 | 14.47783 23.52487 0.62 0.540 -32.30395 61.25961
1698 | 32.37668 21.09097 1.54 0.129 -9.565033 74.31839
1699 | 15.06554 18.96587 0.79 0.429 -22.65018 52.78126
1701 | 20.47293 34.03555 0.60 0.549 -47.21049 88.15634
1704 | 21.67814 19.8964 1.09 0.279 -17.88804 61.24433
1706 | 27.05093 23.17233 1.17 0.246 -19.02978 73.13164
1707 | 1.359515 19.56402 0.07 0.945 -37.54569 40.26472
1709 | 35.54681 18.68816 1.90 0.061 -1.616653 72.71027
1798 | 32.4752 28.95823 1.12 0.265 -25.11141 90.0618
1800 | 14.90744 22.44725 0.66 0.508 -29.73137 59.54625
1802 | 8.675106 31.2015 0.28 0.782 -53.3725 70.72271
1803 | .3776243 18.49117 0.02 0.984 -36.3941 37.14935
1806 | 36.54752 29.1753 1.25 0.214 -21.47076 94.5658
1807 | 2.648309 19.32435 0.14 0.891 -35.78027 41.07689
1808 | -3.493079 17.90854 -0.20 0.846 -39.10618 32.12003
1900 | -3.441113 19.20709 -0.18 0.858 -41.63652 34.75429
1901 | 8.296765 21.82537 0.38 0.705 -35.10538 51.69891
1902 | 21.42962 19.5245 1.10 0.276 -17.397 60.25624
1906 | 71.27777 19.07408 3.74 0.000 33.34687 109.2087
1907 | 42.16039 19.34828 2.18 0.032 3.684221 80.63657
1915 | 7.617405 19.97971 0.38 0.704 -32.11443 47.34924
1919 | -1.188827 19.53255 -0.06 0.952 -40.03144 37.65379
1925 | 47.66003 21.40418 2.23 0.029 5.095477 90.22458
1926 | 15.80467 18.49273 0.85 0.395 -20.97016 52.57949
1927 | 13.80876 22.33659 0.62 0.538 -30.61 58.22752
1929 | -1.984232 21.15343 -0.09 0.925 -44.05015 40.08168
2000 | 20.34929 22.3575 0.91 0.365 -24.11106 64.80964
2001 | 38.24975 19.95789 1.92 0.059 -1.438704 77.9382
2002 | 12.75976 18.31109 0.70 0.488 -23.65385 49.17338
2003 | 41.7339 19.4101 2.15 0.034 3.134792 80.33301
2004 | 26.89562 18.56375 1.45 0.151 -10.02044 63.81167
2005 | -11.85891 19.01784 -0.62 0.535 -49.67796 25.96014
2006 | 19.09201 20.36031 0.94 0.351 -21.39669 59.58071
2007 | -6.479619 18.71663 -0.35 0.730 -43.69968 30.74045
2008 | 14.08958 18.89786 0.75 0.458 -23.49088 51.67004
2009 | 6.382987 18.74908 0.34 0.734 -30.90161 43.66759
2011 | 12.7001 19.82966 0.64 0.524 -26.73336 52.13355
2012 | 8.042433 18.61237 0.43 0.667 -28.9703 45.05517
2013 | 7.653396 18.36226 0.42 0.678 -28.86197 44.16876
2014 | -.9193799 20.0054 -0.05 0.963 -40.70231 38.86355
2015 | 49.64766 20.24879 2.45 0.016 9.380715 89.9146
2100 | .5118378 19.72033 0.03 0.979 -38.7042 39.72788
2101 | 14.04518 18.00226 0.78 0.437 -21.75429 49.84465
2102 | 15.03174 19.84998 0.76 0.451 -24.44214 54.50561
2103 | 2.027365 18.05381 0.11 0.911 -33.87461 37.92934
2104 | 10.06 18.28234 0.55 0.584 -26.29644 46.41644
2105 | 53.79674 27.19034 1.98 0.051 -.2742295 107.8677
|
house_administration | -8.392733 5.162466 -1.63 0.108 -18.65886 1.873397
house_agriculture | 12.15724 4.948761 2.46 0.016 2.316087 21.99839
house_appropriations | -13.2692 8.395085 -1.58 0.118 -29.96375 3.425347
house_armedservices | -3.79072 8.348368 -0.45 0.651 -20.39236 12.81093
house_budget | -9.131848 13.71224 -0.67 0.507 -36.40014 18.13644
house_dc | 0 (omitted)
house_educlabor | 4.159255 7.87738 0.53 0.599 -11.50578 19.82429
house_energycommerce | 5.643623 5.355269 1.05 0.295 -5.005917 16.29316
house_foreignaffairs | -.7431258 9.968798 -0.07 0.941 -20.56717 19.08092
house_governmentop | -9.952346 5.833794 -1.71 0.092 -21.55349 1.648793
house_intelligence | 51.06849 18.00716 2.84 0.006 15.25928 86.8777
house_interior | 3.896894 7.723885 0.50 0.615 -11.4629 19.25669
house_judiciary | -6.295192 3.035272 -2.07 0.041 -12.33116 -.2592218
house_mmf | -6.059064 8.758097 -0.69 0.491 -23.4755 11.35737
house_pocs | -3.379547 6.687051 -0.51 0.615 -16.67748 9.918388
house_pwt | 2.852141 6.827224 0.42 0.677 -10.72454 16.42882
house_rules | -2.987776 3.350475 -0.89 0.375 -9.650564 3.675011
house_sst | -5.978267 24.63318 -0.24 0.809 -54.96405 43.00752
house_smallbusi | 22.27271 12.46953 1.79 0.078 -2.524312 47.06974
house_soc | 0 (omitted)
house_veterans | -.1421581 9.390827 -0.02 0.988 -18.81685 18.53253
house_waysandmeans | -1.525807 3.295775 -0.46 0.645 -8.079816 5.028203
house_naturalresources | 18.67623 4.864136 3.84 0.000 9.003364 28.3491
house_bfs | 4.590089 5.798073 0.79 0.431 -6.940016 16.12019
house_eeo | 0 (omitted)
house_govreform | -2.773253 4.346213 -0.64 0.525 -11.41617 5.869669
house_ir | 1.990655 7.646905 0.26 0.795 -13.21605 17.19736
house_natsecur | 26.18523 10.17072 2.57 0.012 5.959629 46.41082
house_oversight | 4.200936 5.342318 0.79 0.434 -6.42285 14.82472
house_resources | -.736427 5.41793 -0.14 0.892 -11.51057 10.03772
house_science | -5.417298 8.663439 -0.63 0.533 -22.6455 11.8109
house_transp | -2.015984 3.933064 -0.51 0.610 -9.837313 5.805344
house_homeland | -.8676308 16.61534 -0.05 0.958 -33.90906 32.1738
_cons | -.7618981 17.8139 -0.04 0.966 -36.18678 34.66299
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 61 1 0 1 1
j = 4 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* [aw=wt] if tag_bill==1 & women_friend1==0, robust cluster(group_sponsor)
(sum of wgt is 76,436.2674049139)
Linear regression Number of obs = 37,535
F(197, 4310) = .
Prob > F = .
R-squared = 0.1012
Root MSE = 20.418
(Std. Err. adjusted for 4,311 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -.222502 .6345804 -0.35 0.726 -1.466606 1.021602
|
v2 |
102 | -2.55743 1.459288 -1.75 0.080 -5.418387 .3035259
103 | -3.729532 1.388642 -2.69 0.007 -6.451985 -1.007079
104 | -1.692102 1.993715 -0.85 0.396 -5.600809 2.216604
105 | -1.650191 1.731473 -0.95 0.341 -5.044769 1.744387
106 | -.3276903 1.66841 -0.20 0.844 -3.598632 2.943251
107 | -.4331738 1.551147 -0.28 0.780 -3.474221 2.607873
108 | -1.421161 1.619308 -0.88 0.380 -4.595837 1.753516
109 | -1.657904 1.373933 -1.21 0.228 -4.35152 1.035712
110 | -4.482746 1.302811 -3.44 0.001 -7.036926 -1.928565
111 | -5.711515 1.39414 -4.10 0.000 -8.444745 -2.978284
|
minor |
101 | 22.7964 8.883404 2.57 0.010 5.380358 40.21244
103 | 4.275885 4.750426 0.90 0.368 -5.037394 13.58917
104 | 12.22388 7.705577 1.59 0.113 -2.883012 27.33078
105 | 7.557752 3.392281 2.23 0.026 .9071358 14.20837
107 | 10.22658 3.284696 3.11 0.002 3.78689 16.66628
108 | 15.4325 7.214259 2.14 0.032 1.288842 29.57616
110 | 1.308642 3.50728 0.37 0.709 -5.567431 8.184715
400 | 7.25499 3.756658 1.93 0.054 -.1099925 14.61997
401 | 15.52761 5.83577 2.66 0.008 4.086503 26.96873
402 | 14.58704 3.890633 3.75 0.000 6.959399 22.21469
403 | 6.187511 3.838051 1.61 0.107 -1.337043 13.71207
404 | 22.33915 4.541301 4.92 0.000 13.43586 31.24243
405 | 11.65223 5.215229 2.23 0.026 1.427703 21.87677
498 | 9.251549 4.140156 2.23 0.025 1.134713 17.36838
499 | 9.180867 4.568586 2.01 0.045 .2240885 18.13765
700 | 10.39644 3.408086 3.05 0.002 3.714836 17.07804
701 | 15.72663 4.60055 3.42 0.001 6.707189 24.74608
703 | 12.85354 3.689957 3.48 0.001 5.619321 20.08775
704 | 12.75894 4.656215 2.74 0.006 3.630363 21.88752
705 | 9.544202 3.869675 2.47 0.014 1.957648 17.13076
707 | 9.784353 4.549171 2.15 0.032 .8656374 18.70307
708 | 7.371982 5.588021 1.32 0.187 -3.583414 18.32738
709 | 9.577028 2.695958 3.55 0.000 4.291563 14.86249
710 | 13.74842 3.260969 4.22 0.000 7.355245 20.1416
711 | 12.47947 4.013467 3.11 0.002 4.611009 20.34793
798 | 16.21468 5.977495 2.71 0.007 4.495713 27.93364
799 | 17.54975 6.115004 2.87 0.004 5.561194 29.5383
800 | 6.827438 3.36992 2.03 0.043 .220661 13.43421
801 | 14.20621 4.143903 3.43 0.001 6.082025 22.33039
802 | 12.4712 4.334018 2.88 0.004 3.974297 20.96811
803 | 7.757995 3.203412 2.42 0.015 1.477659 14.03833
805 | 1.922305 3.495396 0.55 0.582 -4.93047 8.775081
806 | 16.62466 4.263763 3.90 0.000 8.265494 24.98383
807 | 18.91582 3.936506 4.81 0.000 11.19825 26.6334
898 | 9.24395 8.022179 1.15 0.249 -6.483648 24.97155
899 | 1.996836 4.735591 0.42 0.673 -7.287359 11.28103
1000 | 11.97323 3.813821 3.14 0.002 4.496177 19.45028
1001 | 19.50306 5.549869 3.51 0.000 8.622457 30.38365
1002 | 13.09549 3.468496 3.78 0.000 6.295453 19.89553
1003 | 12.74622 3.341906 3.81 0.000 6.194365 19.29807
1005 | 17.33776 4.731122 3.66 0.000 8.06233 26.6132
1006 | 20.68725 4.728218 4.38 0.000 11.41751 29.95699
1007 | 12.93112 3.178794 4.07 0.000 6.699048 19.16319
1010 | 1.928 3.420964 0.56 0.573 -4.77885 8.634851
1098 | 8.675948 6.887527 1.26 0.208 -4.827148 22.17905
1099 | 26.46387 12.97272 2.04 0.041 1.030678 51.89707
1400 | 11.27048 3.614229 3.12 0.002 4.18473 18.35623
1401 | 11.49102 3.58832 3.20 0.001 4.456071 18.52598
1403 | 15.72313 4.371142 3.60 0.000 7.153445 24.29282
1404 | 5.99146 4.254014 1.41 0.159 -2.348595 14.33152
1405 | 18.23005 6.167034 2.96 0.003 6.139488 30.32061
1406 | 9.032829 3.772759 2.39 0.017 1.63628 16.42938
1407 | 16.82432 5.268762 3.19 0.001 6.494832 27.1538
1408 | 4.517353 4.496161 1.00 0.315 -4.297437 13.33214
1409 | 24.43673 7.999033 3.05 0.002 8.754511 40.11895
1410 | 20.36897 4.990509 4.08 0.000 10.585 30.15293
1499 | 9.740638 5.091751 1.91 0.056 -.2418139 19.72309
1500 | 8.632173 4.098759 2.11 0.035 .5964961 16.66785
1501 | 16.50565 3.60269 4.58 0.000 9.442526 23.56878
1502 | 12.77665 3.404467 3.75 0.000 6.102139 19.45115
1504 | 10.22063 3.679736 2.78 0.006 3.006449 17.4348
1505 | 18.95587 4.389394 4.32 0.000 10.3504 27.56134
1507 | 12.72329 4.203467 3.03 0.002 4.482332 20.96425
1520 | 6.370832 3.439057 1.85 0.064 -.3714879 13.11315
1521 | 16.50174 3.880389 4.25 0.000 8.894184 24.1093
1522 | 26.19883 3.847728 6.81 0.000 18.6553 33.74236
1523 | 13.16304 3.739741 3.52 0.000 5.831222 20.49486
1524 | 17.28811 5.18126 3.34 0.001 7.130177 27.44605
1525 | 11.44106 4.086934 2.80 0.005 3.428567 19.45355
1526 | 16.91562 3.660777 4.62 0.000 9.738612 24.09262
1599 | 17.39924 4.998436 3.48 0.001 7.599736 27.19875
1600 | 12.88208 3.725634 3.46 0.001 5.577924 20.18624
1602 | 4.997545 4.438322 1.13 0.260 -3.70385 13.69894
1603 | 4.934439 4.216815 1.17 0.242 -3.332688 13.20157
1604 | 13.945 5.219822 2.67 0.008 3.71146 24.17853
1605 | 15.60495 7.244489 2.15 0.031 1.402028 29.80788
1606 | 8.758273 4.399216 1.99 0.047 .1335462 17.383
1608 | 13.9543 3.168832 4.40 0.000 7.741758 20.16684
1609 | 13.5471 3.428492 3.95 0.000 6.825491 20.26871
1610 | 10.04736 4.590494 2.19 0.029 1.047629 19.04709
1611 | 17.53651 5.683144 3.09 0.002 6.394625 28.6784
1612 | 16.37842 4.030492 4.06 0.000 8.476584 24.28026
1614 | 6.221547 4.158655 1.50 0.135 -1.931557 14.37465
1615 | 10.82528 3.66433 2.95 0.003 3.641308 18.00925
1616 | 4.726681 2.494347 1.89 0.058 -.1635226 9.616885
1617 | 7.458848 3.640619 2.05 0.041 .3213626 14.59633
1619 | 4.231989 3.605084 1.17 0.241 -2.835831 11.29981
1620 | 18.65666 6.385539 2.92 0.003 6.137716 31.1756
1698 | 13.11081 4.396652 2.98 0.003 4.491112 21.73051
1699 | 19.26129 4.355241 4.42 0.000 10.72278 27.7998
1700 | 18.80066 5.778624 3.25 0.001 7.471583 30.12974
1701 | 14.31852 4.697328 3.05 0.002 5.109338 23.5277
1704 | 21.0452 6.66355 3.16 0.002 7.981212 34.10919
1705 | 6.11125 8.942336 0.68 0.494 -11.42033 23.64283
1706 | 17.43663 4.419217 3.95 0.000 8.772686 26.10056
1707 | 12.71901 4.647581 2.74 0.006 3.607361 21.83066
1708 | 16.9465 4.459333 3.80 0.000 8.203913 25.68909
1709 | 26.45746 4.576401 5.78 0.000 17.48536 35.42956
1798 | 23.38326 5.001601 4.68 0.000 13.57755 33.18897
1799 | 6.45016 5.297868 1.22 0.223 -3.936388 16.83671
1800 | 21.97558 7.43276 2.96 0.003 7.403549 36.54762
1802 | 12.5104 3.543549 3.53 0.000 5.563222 19.45758
1803 | 16.80507 5.238768 3.21 0.001 6.534391 27.07575
1804 | 11.51444 3.993913 2.88 0.004 3.684313 19.34456
1806 | 19.84919 8.780457 2.26 0.024 2.634976 37.0634
1807 | .8308867 3.252787 0.26 0.798 -5.54625 7.208024
1808 | 12.5314 4.632817 2.70 0.007 3.448693 21.6141
1899 | -.6058005 4.063972 -0.15 0.882 -8.573277 7.361676
1900 | 12.13718 3.843203 3.16 0.002 4.60252 19.67183
1901 | 11.05815 2.862496 3.86 0.000 5.446187 16.67011
1902 | 19.88536 5.598094 3.55 0.000 8.910211 30.8605
1905 | 6.226674 4.299213 1.45 0.148 -2.201995 14.65534
1906 | 12.95293 4.221613 3.07 0.002 4.676396 21.22946
1907 | 17.71699 7.37362 2.40 0.016 3.260897 32.17308
1908 | 12.60609 5.310367 2.37 0.018 2.195038 23.01714
1909 | 32.9581 7.699766 4.28 0.000 17.8626 48.05361
1910 | 45.95358 13.33151 3.45 0.001 19.81696 72.09021
1911 | 12.21539 4.276787 2.86 0.004 3.830687 20.6001
1912 | -4.212685 2.995136 -1.41 0.160 -10.08469 1.659322
1914 | 6.028404 3.510175 1.72 0.086 -.8533454 12.91015
1915 | 23.8651 6.920759 3.45 0.001 10.29685 37.43335
1919 | 16.84884 4.490019 3.75 0.000 8.046091 25.65158
1920 | 15.8468 3.794736 4.18 0.000 8.407164 23.28643
1925 | 24.43706 8.721219 2.80 0.005 7.338986 41.53514
1926 | 12.73403 8.064153 1.58 0.114 -3.075857 28.54392
1927 | 7.138207 3.414968 2.09 0.037 .4431125 13.8333
1929 | 12.16223 4.026191 3.02 0.003 4.268824 20.05563
1999 | 19.22106 8.927235 2.15 0.031 1.719085 36.72303
2000 | 6.407975 3.678191 1.74 0.082 -.8031727 13.61912
2001 | 10.61753 4.953789 2.14 0.032 .9055578 20.32951
2002 | 9.051501 3.34009 2.71 0.007 2.503205 15.5998
2003 | 24.44441 4.919514 4.97 0.000 14.79963 34.08919
2004 | 17.17218 3.390363 5.06 0.000 10.52532 23.81903
2005 | 8.153322 5.863894 1.39 0.164 -3.342928 19.64957
2006 | 32.30653 3.821837 8.45 0.000 24.81376 39.7993
2007 | 9.527192 4.52151 2.11 0.035 .6627053 18.39168
2008 | 24.09176 3.027592 7.96 0.000 18.15612 30.0274
2009 | 13.29554 6.103097 2.18 0.029 1.330331 25.26075
2010 | -.0096577 3.216425 -0.00 0.998 -6.315506 6.29619
2011 | 7.719549 3.11963 2.47 0.013 1.603469 13.83563
2012 | 6.883628 3.090184 2.23 0.026 .8252779 12.94198
2013 | 7.784988 4.815265 1.62 0.106 -1.655409 17.22539
2014 | 8.948737 4.805209 1.86 0.063 -.4719452 18.36942
2015 | 14.11749 4.709934 3.00 0.003 4.883592 23.35138
2030 | 13.74909 7.375652 1.86 0.062 -.7109859 28.20916
2099 | 12.77628 4.658217 2.74 0.006 3.643778 21.90878
2100 | 3.088968 3.385004 0.91 0.362 -3.547381 9.725317
2101 | 13.2548 3.051101 4.34 0.000 7.273076 19.23653
2102 | 15.17751 3.299811 4.60 0.000 8.708183 21.64684
2103 | 8.139261 2.771285 2.94 0.003 2.706118 13.57241
2104 | 9.047931 3.270087 2.77 0.006 2.636878 15.45898
2105 | 10.43578 4.342289 2.40 0.016 1.922659 18.9489
2199 | -.2827313 5.529482 -0.05 0.959 -11.12336 10.5579
9999 | 9.821885 3.543155 2.77 0.006 2.875479 16.76829
|
house_administration | -1.814122 1.23182 -1.47 0.141 -4.229122 .600879
house_agriculture | 2.063661 1.573286 1.31 0.190 -1.020789 5.148111
house_appropriations | -7.273314 1.16159 -6.26 0.000 -9.550628 -4.996001
house_armedservices | -1.468682 1.326075 -1.11 0.268 -4.068472 1.131108
house_budget | .4354534 1.983286 0.22 0.826 -3.452808 4.323714
house_dc | 5.045478 10.69608 0.47 0.637 -15.92434 26.0153
house_educlabor | -3.633059 1.371828 -2.65 0.008 -6.322547 -.9435709
house_energycommerce | -.439578 .9002857 -0.49 0.625 -2.204601 1.325445
house_foreignaffairs | 1.609788 2.752703 0.58 0.559 -3.786927 7.006503
house_governmentop | 3.389635 2.074674 1.63 0.102 -.6777931 7.457064
house_intelligence | .4192775 2.621699 0.16 0.873 -4.720602 5.559157
house_interior | 1.988722 2.419618 0.82 0.411 -2.754974 6.732418
house_judiciary | -.7243846 .7573526 -0.96 0.339 -2.209185 .7604163
house_mmf | 1.151767 2.741151 0.42 0.674 -4.2223 6.525833
house_pocs | 1.02625 2.872179 0.36 0.721 -4.604699 6.657198
house_pwt | 2.209385 1.767829 1.25 0.211 -1.256469 5.67524
house_rules | -.2980561 2.203877 -0.14 0.892 -4.618789 4.022677
house_sst | 9.484798 3.591127 2.64 0.008 2.444341 16.52526
house_smallbusi | -3.957161 1.979921 -2.00 0.046 -7.838825 -.075497
house_soc | .1393285 3.177365 0.04 0.965 -6.089941 6.368598
house_veterans | 2.516246 1.593371 1.58 0.114 -.6075801 5.640072
house_waysandmeans | .6583935 .9040502 0.73 0.466 -1.11401 2.430797
house_naturalresources | 2.857075 1.589925 1.80 0.072 -.2599953 5.974145
house_bfs | -1.586174 .8839465 -1.79 0.073 -3.319164 .1468157
house_eeo | -9.299341 2.413933 -3.85 0.000 -14.03189 -4.56679
house_govreform | .3573805 1.266136 0.28 0.778 -2.124898 2.839659
house_ir | 1.616448 1.425213 1.13 0.257 -1.177703 4.4106
house_natsecur | -4.126788 1.821226 -2.27 0.024 -7.697328 -.5562481
house_oversight | .2702986 1.297677 0.21 0.835 -2.273816 2.814413
house_resources | -1.462447 1.177592 -1.24 0.214 -3.771134 .846239
house_science | .4084465 1.651487 0.25 0.805 -2.829319 3.646212
house_transp | 1.430398 1.02664 1.39 0.164 -.5823456 3.443142
house_homeland | -1.312192 1.764849 -0.74 0.457 -4.772204 2.14782
_cons | 5.43929 3.376961 1.61 0.107 -1.181291 12.05987
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 3,020 1 0 1 1
j = 4 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg pct_cosponsors_opposite 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 38,310.5932351351)
Linear regression Number of obs = 19,243
F(197, 2225) = .
Prob > F = .
R-squared = 0.1041
Root MSE = 17.939
(Std. Err. adjusted for 2,226 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -1.254988 .6585581 -1.91 0.057 -2.546441 .0364647
|
v2 |
102 | -3.006522 1.219272 -2.47 0.014 -5.397551 -.6154934
103 | -3.27663 1.195318 -2.74 0.006 -5.620685 -.9325753
104 | -4.327309 1.408482 -3.07 0.002 -7.089386 -1.565233
105 | -3.462124 1.661337 -2.08 0.037 -6.720056 -.2041911
106 | -4.08708 1.361064 -3.00 0.003 -6.756169 -1.417991
107 | -3.146316 1.689742 -1.86 0.063 -6.459953 .1673205
108 | -5.281557 1.216291 -4.34 0.000 -7.666742 -2.896373
109 | -6.503542 1.226759 -5.30 0.000 -8.909253 -4.09783
110 | -1.804505 1.434116 -1.26 0.208 -4.61685 1.00784
111 | -3.582097 1.46298 -2.45 0.014 -6.451046 -.7131472
|
minor |
101 | -3.570721 5.273427 -0.68 0.498 -13.91207 6.770632
103 | -5.709533 2.996322 -1.91 0.057 -11.58541 .1663478
104 | -1.564447 4.711351 -0.33 0.740 -10.80355 7.674658
105 | 3.574057 4.450411 0.80 0.422 -5.153336 12.30145
107 | 1.106155 3.067489 0.36 0.718 -4.909285 7.121595
108 | .7197892 4.014818 0.18 0.858 -7.153393 8.592972
110 | -8.648628 3.690007 -2.34 0.019 -15.88484 -1.412411
400 | -2.569801 3.600835 -0.71 0.476 -9.631149 4.491546
401 | 14.60385 5.784645 2.52 0.012 3.259987 25.94772
402 | 5.484138 5.078362 1.08 0.280 -4.474686 15.44296
403 | -2.781182 3.483727 -0.80 0.425 -9.612877 4.050514
404 | 6.99548 5.100294 1.37 0.170 -3.006354 16.99731
405 | 2.519611 5.698588 0.44 0.658 -8.655496 13.69472
498 | -.0150589 4.513915 -0.00 0.997 -8.866985 8.836868
499 | .1979144 6.159 0.03 0.974 -11.88007 12.2759
700 | .4730269 3.873377 0.12 0.903 -7.122785 8.068839
701 | 1.147426 4.798871 0.24 0.811 -8.263308 10.55816
703 | 1.646118 3.320111 0.50 0.620 -4.864722 8.156958
704 | .5524925 4.146552 0.13 0.894 -7.579024 8.684009
705 | -.6842396 3.251605 -0.21 0.833 -7.060737 5.692258
707 | 7.086328 4.284282 1.65 0.098 -1.315282 15.48794
708 | -6.048923 3.050674 -1.98 0.048 -12.03139 -.066458
709 | 1.699757 3.02152 0.56 0.574 -4.225537 7.625051
710 | 4.042173 3.945883 1.02 0.306 -3.695825 11.78017
711 | -.2383774 3.43273 -0.07 0.945 -6.970066 6.493311
798 | -5.446893 3.978608 -1.37 0.171 -13.24906 2.355279
799 | -4.123579 3.842912 -1.07 0.283 -11.65965 3.412489
800 | -2.788585 3.096729 -0.90 0.368 -8.861367 3.284196
801 | 8.96917 4.623588 1.94 0.053 -.0978277 18.03617
802 | 4.493292 5.166573 0.87 0.385 -5.638516 14.6251
803 | .5118027 3.497588 0.15 0.884 -6.347076 7.370681
805 | 2.655227 4.686229 0.57 0.571 -6.534612 11.84507
806 | 9.267441 5.021273 1.85 0.065 -.5794291 19.11431
807 | 5.119211 3.629017 1.41 0.158 -1.997404 12.23583
898 | 1.620722 13.11475 0.12 0.902 -24.0977 27.33914
899 | -7.664164 3.163831 -2.42 0.015 -13.86853 -1.459794
1000 | -.045357 3.735938 -0.01 0.990 -7.371646 7.280932
1001 | -3.269485 3.820646 -0.86 0.392 -10.76189 4.22292
1002 | 3.23384 4.119702 0.78 0.433 -4.845023 11.3127
1003 | 1.532496 3.226823 0.47 0.635 -4.795403 7.860396
1005 | 4.383952 4.4681 0.98 0.327 -4.378129 13.14603
1006 | 1.959699 3.469326 0.56 0.572 -4.843757 8.763155
1007 | 3.931384 3.388376 1.16 0.246 -2.713325 10.57609
1010 | -7.250958 3.017779 -2.40 0.016 -13.16892 -1.333
1098 | -6.494383 4.542635 -1.43 0.153 -15.40263 2.413863
1099 | 10.80262 13.21012 0.82 0.414 -15.10284 36.70807
1400 | 1.202973 3.251935 0.37 0.711 -5.174171 7.580117
1401 | .0390335 3.284646 0.01 0.991 -6.402259 6.480326
1403 | -.6832395 3.465963 -0.20 0.844 -7.480099 6.11362
1404 | -4.089176 3.954799 -1.03 0.301 -11.84466 3.666307
1405 | 7.733013 4.90866 1.58 0.115 -1.89302 17.35905
1406 | -3.021207 3.137432 -0.96 0.336 -9.173808 3.131394
1407 | 1.352042 5.018599 0.27 0.788 -8.489585 11.19367
1408 | -6.76254 3.243586 -2.08 0.037 -13.12331 -.4017682
1409 | -2.313102 3.883125 -0.60 0.551 -9.928029 5.301825
1410 | 2.145205 3.60213 0.60 0.552 -4.918683 9.209094
1499 | -.8506958 5.814355 -0.15 0.884 -12.25283 10.55143
1500 | -3.083939 3.487414 -0.88 0.377 -9.922865 3.754986
1501 | 1.880305 3.009548 0.62 0.532 -4.021512 7.782121
1502 | 5.03079 3.294602 1.53 0.127 -1.430026 11.49161
1504 | 3.418532 4.219294 0.81 0.418 -4.855633 11.6927
1505 | 3.237839 4.347752 0.74 0.457 -5.288235 11.76391
1507 | 1.255135 5.488864 0.23 0.819 -9.508696 12.01897
1520 | -2.040033 3.16015 -0.65 0.519 -8.237184 4.157118
1521 | 2.304972 3.321853 0.69 0.488 -4.209283 8.819227
1522 | 13.54101 3.839938 3.53 0.000 6.010771 21.07124
1523 | -.3914026 3.102863 -0.13 0.900 -6.476211 5.693406
1524 | 10.53028 5.141732 2.05 0.041 .4471819 20.61337
1525 | -.9816703 3.143053 -0.31 0.755 -7.145294 5.181954
1526 | 2.233357 3.487719 0.64 0.522 -4.606166 9.072881
1599 | 5.927462 5.705894 1.04 0.299 -5.26197 17.1169
1600 | 7.526908 5.020433 1.50 0.134 -2.318315 17.37213
1602 | .4302834 3.985003 0.11 0.914 -7.384431 8.244998
1603 | -11.03517 4.784852 -2.31 0.021 -20.41841 -1.651923
1604 | 2.117269 4.910658 0.43 0.666 -7.512682 11.74722
1605 | .0124262 3.417005 0.00 0.997 -6.688426 6.713278
1606 | 1.089608 4.00059 0.27 0.785 -6.755673 8.934888
1608 | 6.473236 3.224465 2.01 0.045 .1499614 12.79651
1609 | 1.560562 3.638078 0.43 0.668 -5.57382 8.694945
1610 | -1.31934 3.588039 -0.37 0.713 -8.355595 5.716914
1611 | 15.74707 7.939819 1.98 0.047 .1768432 31.3173
1612 | 1.688302 3.208743 0.53 0.599 -4.604143 7.980746
1614 | 3.256466 4.254881 0.77 0.444 -5.087486 11.60042
1615 | .8892677 3.831808 0.23 0.817 -6.625026 8.403562
1616 | 1.26233 3.233017 0.39 0.696 -5.077716 7.602376
1617 | -2.494914 3.473926 -0.72 0.473 -9.307389 4.317561
1619 | -3.797072 3.323469 -1.14 0.253 -10.3145 2.720353
1620 | 10.10833 7.634723 1.32 0.186 -4.863595 25.08026
1698 | 6.827633 6.076393 1.12 0.261 -5.088361 18.74363
1699 | 7.377121 3.347837 2.20 0.028 .8119103 13.94233
1700 | 7.137861 4.455806 1.60 0.109 -1.600111 15.87583
1701 | 6.684441 6.067187 1.10 0.271 -5.2135 18.58238
1704 | 12.62921 10.17999 1.24 0.215 -7.334069 32.59248
1705 | -6.455141 6.942992 -0.93 0.353 -20.07056 7.16028
1706 | .148038 3.206613 0.05 0.963 -6.14023 6.436305
1707 | .8531879 3.58196 0.24 0.812 -6.171147 7.877522
1708 | 7.226413 4.338552 1.67 0.096 -1.281621 15.73445
1709 | 11.53922 5.671637 2.03 0.042 .4169688 22.66148
1798 | 1.999684 4.047076 0.49 0.621 -5.936757 9.936125
1799 | -5.596205 6.276008 -0.89 0.373 -17.90365 6.71124
1800 | 11.14717 9.697067 1.15 0.250 -7.869075 30.16342
1802 | .3985001 3.457817 0.12 0.908 -6.382386 7.179386
1803 | -.2072141 3.633923 -0.06 0.955 -7.333448 6.91902
1804 | -1.170067 3.988078 -0.29 0.769 -8.99081 6.650676
1806 | 18.99781 9.102967 2.09 0.037 1.146609 36.84901
1807 | -6.228186 3.060997 -2.03 0.042 -12.2309 -.2254763
1808 | 12.16613 9.136886 1.33 0.183 -5.75158 30.08385
1899 | -12.37822 3.398216 -3.64 0.000 -19.04222 -5.714213
1900 | .9407729 4.203929 0.22 0.823 -7.30326 9.184806
1901 | 2.406103 3.213751 0.75 0.454 -3.896162 8.708369
1902 | 6.140756 3.655202 1.68 0.093 -1.027207 13.30872
1905 | -.9119635 3.579303 -0.25 0.799 -7.931086 6.107159
1906 | 4.887021 3.371458 1.45 0.147 -1.724511 11.49855
1907 | 8.992386 6.016071 1.49 0.135 -2.805313 20.79009
1908 | -.4397261 4.924428 -0.09 0.929 -10.09668 9.217228
1909 | 5.504289 5.37865 1.02 0.306 -5.043409 16.05199
1910 | -3.276838 3.583015 -0.91 0.361 -10.30324 3.749565
1911 | .6870535 3.795841 0.18 0.856 -6.756707 8.130814
1912 | -16.89412 3.865539 -4.37 0.000 -24.47457 -9.313683
1914 | -6.18344 3.618023 -1.71 0.088 -13.27849 .9116148
1915 | 26.38507 5.579927 4.73 0.000 15.44266 37.32748
1919 | 5.490974 5.668086 0.97 0.333 -5.624317 16.60626
1920 | 5.859323 3.595197 1.63 0.103 -1.190969 12.90961
1925 | -.2307694 3.064688 -0.08 0.940 -6.240718 5.779179
1926 | 2.106389 3.878809 0.54 0.587 -5.500075 9.712853
1927 | -.1263376 4.249806 -0.03 0.976 -8.460339 8.207664
1929 | 3.1859 3.830876 0.83 0.406 -4.326566 10.69836
1999 | 11.22299 13.28911 0.84 0.398 -14.83737 37.28335
2000 | -1.964617 4.069813 -0.48 0.629 -9.945646 6.016411
2001 | 5.355323 6.297464 0.85 0.395 -6.994198 17.70484
2002 | .3156398 3.387294 0.09 0.926 -6.326948 6.958228
2003 | 3.139086 3.775883 0.83 0.406 -4.265537 10.54371
2004 | 5.970798 3.208122 1.86 0.063 -.3204278 12.26202
2005 | 9.713171 6.650334 1.46 0.144 -3.328338 22.75468
2006 | 16.62635 3.332171 4.99 0.000 10.09186 23.16084
2007 | -2.421867 3.191268 -0.76 0.448 -8.680041 3.836306
2008 | 14.96975 3.125454 4.79 0.000 8.840643 21.09886
2009 | 8.045435 5.393318 1.49 0.136 -2.531026 18.6219
2010 | -12.49721 3.207986 -3.90 0.000 -18.78817 -6.206251
2011 | -.2461614 3.428752 -0.07 0.943 -6.970049 6.477727
2012 | -4.512028 3.024895 -1.49 0.136 -10.44394 1.419885
2013 | -1.174669 4.999839 -0.23 0.814 -10.97951 8.63017
2014 | 4.686569 4.270843 1.10 0.273 -3.688685 13.06182
2015 | .5788769 4.174999 0.14 0.890 -7.608425 8.766179
2030 | -2.873561 5.081155 -0.57 0.572 -12.83786 7.09074
2099 | 3.821537 5.000865 0.76 0.445 -5.985314 13.62839
2100 | -5.491853 3.705219 -1.48 0.138 -12.7579 1.774196
2101 | .7941063 3.202565 0.25 0.804 -5.486222 7.074434
2102 | 2.568823 2.925923 0.88 0.380 -3.169001 8.306648
2103 | .5961265 3.258415 0.18 0.855 -5.793726 6.985979
2104 | .2880578 3.541281 0.08 0.935 -6.656502 7.232618
2105 | -3.439062 3.886142 -0.88 0.376 -11.05991 4.181783
2199 | -11.2648 3.242117 -3.47 0.001 -17.62269 -4.906904
9999 | 4.020591 3.566907 1.13 0.260 -2.974223 11.01541
|
house_administration | 2.861039 1.61866 1.77 0.077 -.3132031 6.03528
house_agriculture | 3.189719 1.776654 1.80 0.073 -.2943536 6.673792
house_appropriations | -3.759187 2.888001 -1.30 0.193 -9.422645 1.904271
house_armedservices | -2.840034 1.885686 -1.51 0.132 -6.537922 .8578549
house_budget | -8.761514 2.854471 -3.07 0.002 -14.35922 -3.16381
house_dc | -7.882475 3.722721 -2.12 0.034 -15.18285 -.5821043
house_educlabor | -3.804433 1.090813 -3.49 0.000 -5.943551 -1.665315
house_energycommerce | -1.313622 .7190868 -1.83 0.068 -2.723773 .0965299
house_foreignaffairs | 2.288023 1.673658 1.37 0.172 -.9940704 5.570117
house_governmentop | -.8969502 1.745264 -0.51 0.607 -4.319466 2.525566
house_intelligence | 6.269674 3.631325 1.73 0.084 -.851465 13.39081
house_interior | 2.693139 1.864579 1.44 0.149 -.9633574 6.349635
house_judiciary | 1.436082 .9659336 1.49 0.137 -.4581431 3.330308
house_mmf | -2.244592 2.153738 -1.04 0.297 -6.468138 1.978954
house_pocs | -2.466247 3.783978 -0.65 0.515 -9.886744 4.95425
house_pwt | 2.84693 2.02627 1.41 0.160 -1.126648 6.820507
house_rules | 7.640429 4.555877 1.68 0.094 -1.293787 16.57464
house_sst | 11.22937 3.860794 2.91 0.004 3.658229 18.8005
house_smallbusi | -3.923789 1.904422 -2.06 0.039 -7.658419 -.1891592
house_soc | -3.054543 4.159543 -0.73 0.463 -11.21153 5.102449
house_veterans | 1.621313 2.713788 0.60 0.550 -3.700509 6.943135
house_waysandmeans | .7722134 .931845 0.83 0.407 -1.055163 2.59959
house_naturalresources | .7473255 1.73881 0.43 0.667 -2.662535 4.157186
house_bfs | -2.701151 1.102128 -2.45 0.014 -4.862458 -.5398437
house_eeo | -3.405152 2.265793 -1.50 0.133 -7.848443 1.038138
house_govreform | 2.790133 1.279515 2.18 0.029 .2809646 5.299301
house_ir | 1.342731 1.346961 1.00 0.319 -1.298701 3.984163
house_natsecur | -.4497075 2.120342 -0.21 0.832 -4.607763 3.708348
house_oversight | -3.374703 1.572484 -2.15 0.032 -6.458393 -.2910135
house_resources | 2.151858 1.735872 1.24 0.215 -1.25224 5.555956
house_science | -1.235972 1.745144 -0.71 0.479 -4.658253 2.186309
house_transp | 1.157332 1.203542 0.96 0.336 -1.202851 3.517516
house_homeland | .0761789 2.021924 0.04 0.970 -3.888876 4.041234
_cons | 14.12062 2.976383 4.74 0.000 8.283843 19.9574
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,524 1 0 1 1
j = 4 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg pct_cosponsors_opposite 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) = 29.91
Prob > F = 0.0000
R-squared = 0.1723
Root MSE = 21.444
(Std. Err. adjusted for 2,082 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | .963916 .9186863 1.05 0.294 -.8377238 2.765556
|
v2 |
102 | .6595201 2.060801 0.32 0.749 -3.381927 4.700967
103 | -1.948496 2.379073 -0.82 0.413 -6.614108 2.717115
104 | -2.772601 2.459256 -1.13 0.260 -7.595459 2.050257
105 | -2.349668 2.320871 -1.01 0.311 -6.901138 2.201802
106 | 1.035396 2.088109 0.50 0.620 -3.059604 5.130396
107 | .6068012 1.989904 0.30 0.760 -3.295609 4.509212
108 | -.8660625 2.600013 -0.33 0.739 -5.96496 4.232835
109 | -.3087318 1.880144 -0.16 0.870 -3.995892 3.378428
110 | -8.109595 2.036903 -3.98 0.000 -12.10417 -4.115015
111 | -7.284489 2.102893 -3.46 0.001 -11.40848 -3.160497
|
minor |
101 | 25.48342 8.036423 3.17 0.002 9.723154 41.24369
103 | 13.22881 10.6967 1.24 0.216 -7.748539 34.20616
104 | 9.679647 7.592876 1.27 0.203 -5.210778 24.57007
105 | 5.295513 3.311645 1.60 0.110 -1.198968 11.78999
107 | 10.81032 3.434796 3.15 0.002 4.074324 17.54631
108 | 23.76047 9.716631 2.45 0.015 4.705136 42.8158
110 | -.6324149 4.141541 -0.15 0.879 -8.75441 7.48958
400 | 11.39873 4.354697 2.62 0.009 2.858715 19.93875
401 | 17.31798 5.788931 2.99 0.003 5.965282 28.67068
402 | 17.94133 4.031417 4.45 0.000 10.0353 25.84736
403 | 17.5338 5.057627 3.47 0.001 7.615265 27.45234
404 | 24.60508 4.030654 6.10 0.000 16.70055 32.50962
405 | 9.282393 7.07484 1.31 0.190 -4.592108 23.15689
498 | 16.52855 5.349406 3.09 0.002 6.037806 27.01929
499 | 11.98846 4.872092 2.46 0.014 2.433773 21.54314
700 | 13.73469 4.437503 3.10 0.002 5.032279 22.43709
701 | 22.40906 5.680776 3.94 0.000 11.26846 33.54966
703 | 10.73324 4.024537 2.67 0.008 2.840698 18.62577
704 | 15.66364 5.207196 3.01 0.003 5.451789 25.8755
705 | 6.792114 4.162931 1.63 0.103 -1.371829 14.95606
707 | 8.914173 6.915396 1.29 0.198 -4.647643 22.47599
708 | 26.13159 9.558004 2.73 0.006 7.387349 44.87584
709 | 12.65807 3.504517 3.61 0.000 5.785341 19.53079
710 | 12.46058 4.896463 2.54 0.011 2.858105 22.06306
711 | 19.98196 5.050304 3.96 0.000 10.07779 29.88614
798 | 15.00801 7.506628 2.00 0.046 .2867227 29.72929
799 | 26.07664 4.710654 5.54 0.000 16.83856 35.31473
800 | 7.600586 4.686117 1.62 0.105 -1.589381 16.79055
801 | 10.61303 4.597357 2.31 0.021 1.597127 19.62892
802 | 13.86293 4.359658 3.18 0.001 5.313183 22.41267
803 | 8.422817 3.825036 2.20 0.028 .9215215 15.92411
805 | 1.024591 3.867902 0.26 0.791 -6.560769 8.609951
806 | 17.15798 4.277126 4.01 0.000 8.770087 25.54587
807 | 24.45978 4.976588 4.91 0.000 14.70017 34.21939
898 | 4.061435 9.198702 0.44 0.659 -13.97818 22.10105
899 | .3372971 7.628942 0.04 0.965 -14.62386 15.29845
1000 | 13.52085 4.448662 3.04 0.002 4.796559 22.24514
1001 | 30.1838 4.592233 6.57 0.000 21.17795 39.18965
1002 | 16.18896 4.585273 3.53 0.000 7.196762 25.18116
1003 | 15.11426 3.521882 4.29 0.000 8.207482 22.02104
1005 | 13.07612 5.546159 2.36 0.018 2.199525 23.95272
1006 | 29.03433 5.288713 5.49 0.000 18.66261 39.40604
1007 | 12.80172 3.946568 3.24 0.001 5.062086 20.54135
1010 | 15.37805 7.681207 2.00 0.045 .3143969 30.4417
1098 | 14.55163 10.62397 1.37 0.171 -6.283088 35.38635
1099 | 16.07842 14.58248 1.10 0.270 -12.51935 44.67619
1400 | 13.64374 4.275928 3.19 0.001 5.258198 22.02928
1401 | 20.953 4.819148 4.35 0.000 11.50215 30.40385
1403 | 31.64405 5.644209 5.61 0.000 20.57516 42.71293
1404 | 9.847475 5.93464 1.66 0.097 -1.790976 21.48593
1405 | 24.12841 8.060514 2.99 0.003 8.320897 39.93592
1406 | 14.78369 5.413076 2.73 0.006 4.168083 25.3993
1407 | 25.25523 8.372036 3.02 0.003 8.836788 41.67367
1408 | 26.17127 10.75982 2.43 0.015 5.070139 47.27241
1409 | 38.63745 9.012399 4.29 0.000 20.96319 56.3117
1410 | 26.05422 5.277337 4.94 0.000 15.70481 36.40363
1499 | 13.27013 6.920254 1.92 0.055 -.3012091 26.84147
1500 | 13.92673 5.378226 2.59 0.010 3.379463 24.47399
1501 | 20.63736 4.133999 4.99 0.000 12.53016 28.74457
1502 | 13.45401 4.322993 3.11 0.002 4.976165 21.93185
1504 | 12.75726 4.204383 3.03 0.002 4.512024 21.0025
1505 | 28.51473 4.324941 6.59 0.000 20.03307 36.99639
1507 | 20.70724 5.884906 3.52 0.000 9.166328 32.24816
1520 | 7.968916 4.718308 1.69 0.091 -1.284181 17.22201
1521 | 18.41491 4.743151 3.88 0.000 9.113092 27.71672
1522 | 29.95097 4.396378 6.81 0.000 21.32921 38.57273
1523 | 18.9481 4.813676 3.94 0.000 9.50798 28.38823
1524 | 25.02232 7.546805 3.32 0.001 10.22224 39.82239
1525 | 22.96726 5.183617 4.43 0.000 12.80164 33.13287
1526 | 24.86161 4.319589 5.76 0.000 16.39044 33.33277
1599 | 22.59767 5.24132 4.31 0.000 12.31889 32.87645
1600 | 15.4459 5.51108 2.80 0.005 4.638094 26.2537
1602 | 3.372978 6.920544 0.49 0.626 -10.19893 16.94489
1603 | 9.163989 4.800983 1.91 0.056 -.2512415 18.57922
1604 | 22.68314 6.309486 3.60 0.000 10.30957 35.0567
1605 | 20.01897 8.56727 2.34 0.020 3.217657 36.82028
1606 | 10.88412 10.17873 1.07 0.285 -9.077426 30.84566
1608 | 15.71299 3.863753 4.07 0.000 8.135763 23.29021
1609 | 16.18499 5.009619 3.23 0.001 6.360602 26.00937
1610 | 18.86802 5.690764 3.32 0.001 7.707838 30.0282
1611 | 11.07996 5.481358 2.02 0.043 .3304411 21.82947
1612 | 22.03847 5.002416 4.41 0.000 12.22821 31.84873
1614 | -2.478916 4.875699 -0.51 0.611 -12.04067 7.08284
1615 | 11.66064 4.260423 2.74 0.006 3.305509 20.01578
1616 | 4.949312 4.162745 1.19 0.235 -3.214266 13.11289
1617 | 18.82358 5.52225 3.41 0.001 7.993869 29.65329
1619 | 2.652773 6.758232 0.39 0.695 -10.60083 15.90637
1620 | 34.2259 10.64981 3.21 0.001 13.34051 55.1113
1698 | 6.103663 6.323344 0.97 0.335 -6.297076 18.5044
1699 | 19.64789 5.035958 3.90 0.000 9.771846 29.52393
1700 | 25.42135 9.416437 2.70 0.007 6.954727 43.88796
1701 | 14.07715 4.930785 2.85 0.004 4.407365 23.74694
1704 | 13.572 8.156214 1.66 0.096 -2.423188 29.56719
1705 | 3.267548 12.33087 0.26 0.791 -20.91458 27.44968
1706 | 20.7134 4.649837 4.45 0.000 11.59458 29.83222
1707 | 20.25104 4.591915 4.41 0.000 11.24582 29.25627
1708 | 19.03091 6.229741 3.05 0.002 6.813738 31.24809
1709 | 29.3446 5.151284 5.70 0.000 19.2424 39.44681
1798 | 31.0627 6.004711 5.17 0.000 19.28684 42.83857
1799 | 10.20933 9.001128 1.13 0.257 -7.442827 27.86148
1800 | 14.91935 6.094036 2.45 0.014 2.968307 26.87039
1802 | 18.54948 4.848709 3.83 0.000 9.040657 28.05831
1803 | 24.66429 5.572432 4.43 0.000 13.73617 35.59242
1804 | 18.06677 4.928104 3.67 0.000 8.402238 27.73129
1806 | 6.483012 4.742014 1.37 0.172 -2.816574 15.7826
1807 | .6996979 3.472226 0.20 0.840 -6.1097 7.509096
1808 | 9.948326 4.944494 2.01 0.044 .2516564 19.64499
1899 | 1.586426 7.919829 0.20 0.841 -13.94519 17.11804
1900 | 15.79533 4.587307 3.44 0.001 6.79914 24.79152
1901 | 15.65865 4.828329 3.24 0.001 6.189787 25.12751
1902 | 28.20828 6.560709 4.30 0.000 15.34204 41.07452
1905 | 22.69407 10.96655 2.07 0.039 1.187527 44.20062
1906 | 13.65805 6.697374 2.04 0.042 .5238017 26.7923
1907 | 19.68097 8.104262 2.43 0.015 3.787664 35.57428
1908 | 18.20971 9.139094 1.99 0.046 .2869893 36.13243
1909 | 50.30637 7.91037 6.36 0.000 34.79331 65.81943
1910 | 46.51437 11.77715 3.95 0.000 23.41814 69.6106
1911 | 25.47486 10.17772 2.50 0.012 5.51529 45.43444
1912 | -6.417064 4.361332 -1.47 0.141 -14.97009 2.135964
1914 | 8.866326 6.580918 1.35 0.178 -4.039544 21.7722
1915 | 12.54282 11.98951 1.05 0.296 -10.96986 36.05549
1919 | 20.88393 4.859957 4.30 0.000 11.35304 30.41481
1920 | 17.62573 5.138222 3.43 0.001 7.549143 27.70232
1925 | 31.18094 5.50278 5.67 0.000 20.38942 41.97247
1926 | 6.529711 4.366827 1.50 0.135 -2.034094 15.09352
1927 | 12.05509 4.196666 2.87 0.004 3.824986 20.28519
1929 | 14.46647 4.929986 2.93 0.003 4.798256 24.13469
1999 | 18.16928 12.96154 1.40 0.161 -7.249653 43.58822
2000 | 8.241821 3.7193 2.22 0.027 .9478845 15.53576
2001 | 10.33338 5.571279 1.85 0.064 -.5924761 21.25925
2002 | 8.228158 3.811584 2.16 0.031 .7532431 15.70307
2003 | 28.60533 4.708488 6.08 0.000 19.37149 37.83917
2004 | 17.68023 4.494687 3.93 0.000 8.865678 26.49478
2005 | -1.716626 4.969947 -0.35 0.730 -11.46321 8.02996
2006 | 37.07067 4.002301 9.26 0.000 29.22174 44.9196
2007 | 13.45339 5.888168 2.28 0.022 1.906077 25.0007
2008 | 25.11903 3.545293 7.09 0.000 18.16634 32.07172
2009 | 8.89689 7.123507 1.25 0.212 -5.073052 22.86683
2011 | 7.673014 3.301326 2.32 0.020 1.198769 14.14726
2012 | 10.18003 3.833012 2.66 0.008 2.663089 17.69696
2013 | 7.226025 6.29642 1.15 0.251 -5.121914 19.57396
2014 | 8.039347 4.768285 1.69 0.092 -1.311758 17.39045
2015 | 23.10912 6.46772 3.57 0.000 10.42525 35.793
2030 | 16.35858 6.917193 2.36 0.018 2.793245 29.92392
2099 | 17.15764 5.160399 3.32 0.001 7.037559 27.27772
2100 | 5.385195 3.950845 1.36 0.173 -2.362825 13.13322
2101 | 19.47361 3.840025 5.07 0.000 11.94292 27.0043
2102 | 18.1095 3.853891 4.70 0.000 10.55162 25.66738
2103 | 8.928567 3.48637 2.56 0.011 2.091431 15.7657
2104 | 12.96852 4.140476 3.13 0.002 4.84861 21.08842
2105 | 16.0361 6.826412 2.35 0.019 2.648797 29.42341
2199 | 8.927814 8.759216 1.02 0.308 -8.249925 26.10555
9999 | 8.077994 3.986076 2.03 0.043 .2608808 15.89511
|
house_administration | -6.75198 1.811854 -3.73 0.000 -10.30522 -3.198744
house_agriculture | 1.846364 1.824178 1.01 0.312 -1.73104 5.423768
house_appropriations | -8.517134 1.633938 -5.21 0.000 -11.72146 -5.312811
house_armedservices | 1.493938 1.924772 0.78 0.438 -2.280742 5.268618
house_budget | 4.543 2.394609 1.90 0.058 -.1530789 9.23908
house_dc | 14.90722 12.13146 1.23 0.219 -8.883848 38.69828
house_educlabor | -.8323453 2.226624 -0.37 0.709 -5.198987 3.534297
house_energycommerce | 2.540406 1.284586 1.98 0.048 .0211972 5.059614
house_foreignaffairs | 1.632764 3.029517 0.54 0.590 -4.308436 7.573964
house_governmentop | 3.701073 2.422069 1.53 0.127 -1.048857 8.451004
house_intelligence | -2.395953 4.02302 -0.60 0.552 -10.28552 5.49361
house_interior | -2.224794 3.044688 -0.73 0.465 -8.195747 3.746158
house_judiciary | -3.214961 1.086076 -2.96 0.003 -5.344869 -1.085052
house_mmf | 4.978933 3.550962 1.40 0.161 -1.984875 11.94274
house_pocs | 6.508342 4.998887 1.30 0.193 -3.294999 16.31168
house_pwt | .6633192 2.893137 0.23 0.819 -5.010426 6.337064
house_rules | -3.987258 1.515307 -2.63 0.009 -6.958933 -1.015583
house_sst | 12.78174 6.240856 2.05 0.041 .5427731 25.02071
house_smallbusi | .0450679 4.679662 0.01 0.992 -9.132239 9.222375
house_soc | -4.275604 6.679641 -0.64 0.522 -17.37508 8.823872
house_veterans | 7.301067 2.738831 2.67 0.008 1.929932 12.6722
house_waysandmeans | -.4418879 1.11983 -0.39 0.693 -2.637992 1.754216
house_naturalresources | 3.681818 2.020509 1.82 0.069 -.2806124 7.644248
house_bfs | -.2165117 1.340342 -0.16 0.872 -2.845063 2.412039
house_eeo | -10.92314 4.461482 -2.45 0.014 -19.67258 -2.17371
house_govreform | -.2632563 1.802565 -0.15 0.884 -3.798276 3.271763
house_ir | 4.009149 1.994483 2.01 0.045 .0977596 7.920538
house_natsecur | -2.922546 2.368598 -1.23 0.217 -7.567614 1.722522
house_oversight | 2.194446 2.224368 0.99 0.324 -2.167771 6.556664
house_resources | -5.448239 1.413324 -3.85 0.000 -8.219915 -2.676562
house_science | 3.384296 2.344859 1.44 0.149 -1.214218 7.98281
house_transp | 2.456018 1.406758 1.75 0.081 -.302781 5.214817
house_homeland | .2831823 2.837707 0.10 0.921 -5.281859 5.848223
_cons | 5.422866 3.727964 1.45 0.146 -1.888062 12.73379
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,495 1 0 1 1
j = 5 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(7,341 missing values generated)
(54,749 missing values generated)
(47,408 real changes made)
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* [aw=wt] if tag_bill==1 & women_friend1==0, robust cluster(group_sponsor)
(sum of wgt is 70,499.8984441757)
Linear regression Number of obs = 37,034
F(197, 4266) = .
Prob > F = .
R-squared = 0.1208
Root MSE = 19.694
(Std. Err. adjusted for 4,267 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -.8327187 .6112917 -1.36 0.173 -2.031168 .3657309
|
v2 |
102 | -3.872771 1.118268 -3.46 0.001 -6.065158 -1.680384
103 | -4.157737 1.089913 -3.81 0.000 -6.294534 -2.02094
104 | -2.941873 1.797614 -1.64 0.102 -6.466131 .582385
105 | -2.912438 1.463416 -1.99 0.047 -5.781495 -.0433805
106 | -1.086304 1.474708 -0.74 0.461 -3.977499 1.804892
107 | -1.136396 1.374542 -0.83 0.408 -3.831212 1.558421
108 | -1.257843 1.466083 -0.86 0.391 -4.132128 1.616443
109 | -2.102116 1.269153 -1.66 0.098 -4.590315 .3860834
110 | -4.265154 1.168633 -3.65 0.000 -6.556284 -1.974024
111 | -6.500422 1.27536 -5.10 0.000 -9.000791 -4.000053
|
minor |
101 | 16.56413 7.883881 2.10 0.036 1.107623 32.02064
103 | 1.627741 4.646166 0.35 0.726 -7.481161 10.73664
104 | 6.299502 4.837125 1.30 0.193 -3.183779 15.78278
105 | 7.240756 3.220123 2.25 0.025 .9276403 13.55387
107 | 8.176687 3.235771 2.53 0.012 1.832892 14.52048
108 | 12.24743 4.745911 2.58 0.010 2.94298 21.55189
110 | .9345654 3.619064 0.26 0.796 -6.160683 8.029814
400 | 6.478846 3.804074 1.70 0.089 -.9791185 13.93681
401 | 10.77661 6.719899 1.60 0.109 -2.397884 23.95111
402 | 14.20681 4.121468 3.45 0.001 6.126585 22.28703
403 | 7.830631 4.901083 1.60 0.110 -1.778042 17.4393
404 | 17.55179 4.960093 3.54 0.000 7.827429 27.27615
405 | 14.47189 5.459181 2.65 0.008 3.769053 25.17472
498 | 9.749552 4.137449 2.36 0.018 1.638 17.86111
499 | 7.135446 4.740846 1.51 0.132 -2.15908 16.42997
700 | 7.549992 3.56004 2.12 0.034 .5704625 14.52952
701 | 13.70672 4.042389 3.39 0.001 5.781531 21.6319
703 | 11.49089 3.776042 3.04 0.002 4.087888 18.8939
704 | 11.8224 6.186709 1.91 0.056 -.3067684 23.95157
705 | 8.507874 3.99085 2.13 0.033 .6837318 16.33202
707 | 6.077543 5.248164 1.16 0.247 -4.211589 16.36668
708 | 1.597735 3.93838 0.41 0.685 -6.123539 9.319009
709 | 9.836543 2.931159 3.36 0.001 4.089946 15.58314
710 | 16.11256 3.10119 5.20 0.000 10.03262 22.19251
711 | 13.45568 3.544824 3.80 0.000 6.505978 20.40538
798 | 15.83586 5.140407 3.08 0.002 5.757989 25.91373
799 | 20.34024 5.00839 4.06 0.000 10.52119 30.1593
800 | 7.134145 3.379978 2.11 0.035 .5076289 13.76066
801 | 10.64459 4.261315 2.50 0.013 2.290196 18.99899
802 | 11.64963 3.932796 2.96 0.003 3.939305 19.35996
803 | 7.612398 3.185524 2.39 0.017 1.367114 13.85768
805 | 3.549901 3.746496 0.95 0.343 -3.795179 10.89498
806 | 11.66452 3.662682 3.18 0.001 4.483755 18.84528
807 | 15.93502 4.126188 3.86 0.000 7.845545 24.0245
898 | 12.90966 6.202318 2.08 0.037 .7498852 25.06943
899 | 2.408692 5.020654 0.48 0.631 -7.434401 12.25179
1000 | 11.10526 3.672905 3.02 0.003 3.904453 18.30606
1001 | 15.93039 3.972263 4.01 0.000 8.142686 23.71809
1002 | 15.2405 3.871363 3.94 0.000 7.650609 22.83038
1003 | 12.0079 3.751425 3.20 0.001 4.653152 19.36264
1005 | 28.48888 7.896523 3.61 0.000 13.00759 43.97017
1006 | 22.63411 4.897903 4.62 0.000 13.03167 32.23655
1007 | 10.1132 3.161616 3.20 0.001 3.914791 16.31162
1010 | 3.080242 3.365488 0.92 0.360 -3.517865 9.678349
1098 | 8.290276 5.034951 1.65 0.100 -1.580847 18.1614
1099 | 20.62591 13.74576 1.50 0.134 -6.322927 47.57475
1400 | 9.91826 3.673884 2.70 0.007 2.715537 17.12098
1401 | 10.31586 3.590194 2.87 0.004 3.277212 17.35451
1403 | 15.3016 4.265387 3.59 0.000 6.939225 23.66398
1404 | 6.234483 4.416834 1.41 0.158 -2.424811 14.89378
1405 | 21.19813 5.386432 3.94 0.000 10.63792 31.75834
1406 | 7.389286 3.900941 1.89 0.058 -.2585881 15.03716
1407 | 15.79921 4.787229 3.30 0.001 6.41375 25.18467
1408 | 10.21956 6.877423 1.49 0.137 -3.263769 23.70288
1409 | 17.62478 6.127584 2.88 0.004 5.611523 29.63803
1410 | 15.22991 4.652896 3.27 0.001 6.107817 24.35201
1499 | 8.429339 5.131882 1.64 0.101 -1.631821 18.4905
1500 | 6.752203 4.364456 1.55 0.122 -1.804401 15.30881
1501 | 14.11532 3.615089 3.90 0.000 7.02787 21.20278
1502 | 9.746173 3.402502 2.86 0.004 3.0755 16.41685
1504 | 7.898787 3.472915 2.27 0.023 1.090067 14.70751
1505 | 18.06143 4.172557 4.33 0.000 9.881046 26.24181
1507 | 7.660674 5.317717 1.44 0.150 -2.764818 18.08617
1520 | 8.395009 3.474222 2.42 0.016 1.583725 15.20629
1521 | 13.36296 3.594193 3.72 0.000 6.316468 20.40945
1522 | 23.20171 3.74544 6.19 0.000 15.8587 30.54472
1523 | 8.228284 3.66852 2.24 0.025 1.036077 15.42049
1524 | 16.64666 5.80187 2.87 0.004 5.271976 28.02134
1525 | 8.85168 3.736068 2.37 0.018 1.527043 16.17632
1526 | 15.51967 3.780501 4.11 0.000 8.10792 22.93142
1599 | 15.84597 5.257204 3.01 0.003 5.539114 26.15282
1600 | 6.761244 3.451211 1.96 0.050 -.0049253 13.52741
1602 | 5.766519 3.999533 1.44 0.149 -2.074646 13.60768
1603 | 2.784433 4.221562 0.66 0.510 -5.492025 11.06089
1604 | 8.725163 5.284562 1.65 0.099 -1.635327 19.08565
1605 | 11.98985 5.540979 2.16 0.031 1.126652 22.85306
1606 | 12.79125 3.807193 3.36 0.001 5.327176 20.25533
1608 | 8.390153 3.834724 2.19 0.029 .8721003 15.90821
1609 | 13.04807 3.184808 4.10 0.000 6.804189 19.29195
1610 | 7.802374 3.695556 2.11 0.035 .5571616 15.04759
1611 | 26.84336 8.573175 3.13 0.002 10.03547 43.65124
1612 | 12.94814 3.552171 3.65 0.000 5.984039 19.91225
1614 | 7.300451 4.155296 1.76 0.079 -.8460922 15.44699
1615 | 15.10835 6.045658 2.50 0.012 3.255718 26.96099
1616 | 3.051274 2.871721 1.06 0.288 -2.578794 8.681342
1617 | 3.286685 3.919619 0.84 0.402 -4.397808 10.97118
1619 | 2.062276 3.393761 0.61 0.543 -4.59126 8.715813
1620 | 18.50538 6.225844 2.97 0.003 6.29949 30.71128
1698 | 14.84436 4.742754 3.13 0.002 5.546091 24.14262
1699 | 18.06157 3.583755 5.04 0.000 11.03554 25.08759
1700 | 15.07073 4.716598 3.20 0.001 5.823746 24.31772
1701 | 13.83021 3.770989 3.67 0.000 6.437113 21.22331
1704 | 23.0698 5.939024 3.88 0.000 11.42622 34.71338
1705 | 7.763177 6.020371 1.29 0.197 -4.039883 19.56624
1706 | 16.78954 4.269651 3.93 0.000 8.418803 25.16028
1707 | 10.14041 5.107865 1.99 0.047 .126335 20.15448
1708 | 16.9717 3.810821 4.45 0.000 9.500507 24.44289
1709 | 26.34125 4.839063 5.44 0.000 16.85416 35.82833
1798 | 19.79983 4.600046 4.30 0.000 10.78135 28.81832
1799 | 8.828326 6.196272 1.42 0.154 -3.31959 20.97624
1800 | 21.79986 8.628441 2.53 0.012 4.88363 38.7161
1802 | 11.49313 3.503481 3.28 0.001 4.624481 18.36177
1803 | 17.19531 4.042669 4.25 0.000 9.269571 25.12104
1804 | 11.51761 3.65047 3.16 0.002 4.360789 18.67443
1806 | 11.80691 5.080339 2.32 0.020 1.8468 21.76702
1807 | -.630435 3.142466 -0.20 0.841 -6.791303 5.530433
1808 | 8.632201 5.393371 1.60 0.110 -1.941612 19.20601
1899 | -1.737011 3.812006 -0.46 0.649 -9.210526 5.736505
1900 | 12.59894 3.403588 3.70 0.000 5.926138 19.27174
1901 | 9.793376 3.063878 3.20 0.001 3.786581 15.80017
1902 | 19.2273 4.309864 4.46 0.000 10.77772 27.67687
1905 | 4.623407 5.255707 0.88 0.379 -5.680513 14.92733
1906 | 12.17244 4.258375 2.86 0.004 3.823813 20.52107
1907 | 14.60082 7.066824 2.07 0.039 .7461701 28.45547
1908 | 15.15995 4.8945 3.10 0.002 5.564181 24.75571
1909 | 30.5379 6.75501 4.52 0.000 17.29457 43.78124
1910 | 32.17895 11.72305 2.74 0.006 9.19568 55.16222
1911 | 11.19063 4.175525 2.68 0.007 3.004432 19.37683
1912 | -4.616591 2.339622 -1.97 0.049 -9.203468 -.0297152
1914 | 6.835161 3.373487 2.03 0.043 .2213718 13.44895
1915 | 22.41447 7.167159 3.13 0.002 8.363109 36.46583
1919 | 17.5574 3.617606 4.85 0.000 10.46501 24.64979
1920 | 14.69969 3.26518 4.50 0.000 8.298244 21.10115
1925 | 28.99668 11.91163 2.43 0.015 5.643682 52.34968
1926 | 16.85575 9.77613 1.72 0.085 -2.310553 36.02205
1927 | 3.659234 3.202039 1.14 0.253 -2.618427 9.936896
1929 | 8.793026 4.550635 1.93 0.053 -.1285857 17.71464
1999 | 23.00295 9.056375 2.54 0.011 5.247747 40.75816
2000 | 4.468271 3.70002 1.21 0.227 -2.785693 11.72223
2001 | 8.787779 5.179508 1.70 0.090 -1.36675 18.94231
2002 | 9.199274 3.22126 2.86 0.004 2.883929 15.51462
2003 | 22.86503 5.269642 4.34 0.000 12.53379 33.19627
2004 | 9.547671 3.595466 2.66 0.008 2.498687 16.59666
2005 | 8.708677 5.513061 1.58 0.114 -2.09979 19.51714
2006 | 30.00175 3.611034 8.31 0.000 22.92224 37.08126
2007 | 4.469806 3.734866 1.20 0.231 -2.852474 11.79209
2008 | 25.63335 2.85467 8.98 0.000 20.03671 31.22998
2009 | 12.82284 5.281167 2.43 0.015 2.469008 23.17668
2010 | -1.641144 3.328217 -0.49 0.622 -8.166181 4.883894
2011 | 7.549275 3.182188 2.37 0.018 1.310532 13.78802
2012 | 4.763635 3.019262 1.58 0.115 -1.155689 10.68296
2013 | 13.38546 6.521852 2.05 0.040 .5992344 26.17168
2014 | 10.45074 3.627202 2.88 0.004 3.33954 17.56194
2015 | 12.80823 4.123966 3.11 0.002 4.723114 20.89335
2030 | 12.69476 5.485643 2.31 0.021 1.940047 23.44948
2099 | 13.1874 3.99032 3.30 0.001 5.364293 21.0105
2100 | 2.806333 3.187822 0.88 0.379 -3.443456 9.056121
2101 | 12.74967 3.036788 4.20 0.000 6.795985 18.70335
2102 | 16.24726 3.05877 5.31 0.000 10.25048 22.24404
2103 | 9.429058 2.87347 3.28 0.001 3.795562 15.06255
2104 | 10.08474 2.9829 3.38 0.001 4.236701 15.93277
2105 | 8.786015 4.540366 1.94 0.053 -.115464 17.68749
2199 | .3845844 5.606449 0.07 0.945 -10.60697 11.37614
9999 | 8.872411 3.54701 2.50 0.012 1.918425 15.8264
|
house_administration | -2.458686 1.181777 -2.08 0.038 -4.775584 -.1417871
house_agriculture | 2.353688 1.4801 1.59 0.112 -.5480774 5.255454
house_appropriations | -6.858842 1.17883 -5.82 0.000 -9.169961 -4.547722
house_armedservices | .3113632 1.474963 0.21 0.833 -2.580331 3.203058
house_budget | -1.160401 1.5776 -0.74 0.462 -4.253318 1.932517
house_dc | -4.773195 4.436177 -1.08 0.282 -13.47041 3.92402
house_educlabor | -1.369921 1.510957 -0.91 0.365 -4.332183 1.592341
house_energycommerce | -1.051654 1.012906 -1.04 0.299 -3.037476 .9341686
house_foreignaffairs | .4495669 2.967483 0.15 0.880 -5.368244 6.267378
house_governmentop | 1.456046 1.819322 0.80 0.424 -2.110772 5.022863
house_intelligence | -1.371383 2.657523 -0.52 0.606 -6.581511 3.838744
house_interior | 2.366285 2.723126 0.87 0.385 -2.972459 7.705029
house_judiciary | -.3997089 .7345366 -0.54 0.586 -1.839783 1.040365
house_mmf | 1.673823 2.96538 0.56 0.572 -4.139865 7.487512
house_pocs | .8207376 1.71386 0.48 0.632 -2.539319 4.180794
house_pwt | .6938128 1.62235 0.43 0.669 -2.486838 3.874464
house_rules | -1.035811 1.445224 -0.72 0.474 -3.869202 1.79758
house_sst | 3.690112 2.487826 1.48 0.138 -1.187321 8.567545
house_smallbusi | -4.928283 1.884598 -2.62 0.009 -8.623076 -1.23349
house_soc | .6928404 3.602716 0.19 0.848 -6.370356 7.756037
house_veterans | 2.655074 1.462533 1.82 0.070 -.2122516 5.5224
house_waysandmeans | .5437551 .7611664 0.71 0.475 -.948527 2.036037
house_naturalresources | .8342441 2.370125 0.35 0.725 -3.812434 5.480922
house_bfs | -1.202861 .7793882 -1.54 0.123 -2.730867 .3251451
house_eeo | -7.778187 2.25469 -3.45 0.001 -12.19855 -3.357821
house_govreform | 1.285287 1.238173 1.04 0.299 -1.142175 3.71275
house_ir | 1.096126 1.493109 0.73 0.463 -1.831145 4.023396
house_natsecur | -3.163116 1.811523 -1.75 0.081 -6.714644 .3884125
house_oversight | .450815 1.23853 0.36 0.716 -1.977347 2.878977
house_resources | -1.966549 1.46538 -1.34 0.180 -4.839456 .9063584
house_science | .6405872 1.3488 0.47 0.635 -2.003762 3.284937
house_transp | -.7482868 1.076435 -0.70 0.487 -2.858659 1.362085
house_homeland | -2.667533 1.999869 -1.33 0.182 -6.588317 1.253251
_cons | 7.138725 3.370933 2.12 0.034 .5299423 13.74751
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,985 1 0 1 1
j = 5 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(7,341 missing values generated)
(54,749 missing values generated)
(47,408 real changes made)
reg pct_cosponsors_opposite 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 36,601.4946026802)
Linear regression Number of obs = 19,086
F(197, 2212) = .
Prob > F = .
R-squared = 0.1212
Root MSE = 17.476
(Std. Err. adjusted for 2,213 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -1.523163 .6376685 -2.39 0.017 -2.773655 -.2726716
|
v2 |
102 | -2.701609 1.126993 -2.40 0.017 -4.911684 -.4915327
103 | -2.559301 1.122637 -2.28 0.023 -4.760835 -.357768
104 | -4.344666 1.332133 -3.26 0.001 -6.957027 -1.732304
105 | -3.567551 1.432863 -2.49 0.013 -6.377449 -.7576531
106 | -3.423149 1.416033 -2.42 0.016 -6.200041 -.6462562
107 | -2.852407 1.45507 -1.96 0.050 -5.705854 .0010396
108 | -4.130063 1.3119 -3.15 0.002 -6.702748 -1.557378
109 | -5.341796 1.258398 -4.24 0.000 -7.809561 -2.87403
110 | -1.602268 1.208017 -1.33 0.185 -3.971234 .7666983
111 | -4.008516 1.201456 -3.34 0.001 -6.364617 -1.652416
|
minor |
101 | -3.478586 5.014717 -0.69 0.488 -13.31263 6.355459
103 | -6.560103 2.928625 -2.24 0.025 -12.30324 -.8169617
104 | -3.939899 4.165426 -0.95 0.344 -12.10845 4.228656
105 | .9752207 3.954026 0.25 0.805 -6.77877 8.729211
107 | .4369242 3.062232 0.14 0.887 -5.568226 6.442074
108 | 1.340993 4.122904 0.33 0.745 -6.744174 9.426161
110 | -8.975283 3.08644 -2.91 0.004 -15.02791 -2.92266
400 | -.15269 3.547053 -0.04 0.966 -7.108592 6.803212
401 | 5.33868 5.166847 1.03 0.302 -4.793697 15.47106
402 | 8.816363 4.621791 1.91 0.057 -.2471392 17.87987
403 | .1666198 4.243562 0.04 0.969 -8.155163 8.488402
404 | 8.162827 5.933947 1.38 0.169 -3.473863 19.79952
405 | 5.16069 5.415649 0.95 0.341 -5.459599 15.78098
498 | 2.032474 4.331523 0.47 0.639 -6.461803 10.52675
499 | -.5259216 5.791413 -0.09 0.928 -11.8831 10.83125
700 | -1.073098 4.190303 -0.26 0.798 -9.290438 7.144242
701 | 1.051764 4.144413 0.25 0.800 -7.075584 9.179112
703 | 1.377491 3.316257 0.42 0.678 -5.125812 7.880794
704 | -1.837158 3.13144 -0.59 0.557 -7.978028 4.303712
705 | -1.009643 3.553318 -0.28 0.776 -7.977831 5.958546
707 | 5.429563 4.77263 1.14 0.255 -3.929742 14.78887
708 | -7.711047 3.071883 -2.51 0.012 -13.73512 -1.686971
709 | 3.218708 3.401891 0.95 0.344 -3.452527 9.889943
710 | 5.635097 3.879147 1.45 0.146 -1.972053 13.24225
711 | 1.035656 3.367593 0.31 0.758 -5.568318 7.63963
798 | -4.33849 4.007222 -1.08 0.279 -12.1968 3.51982
799 | -3.045407 4.456668 -0.68 0.494 -11.7851 5.694285
800 | -2.94734 3.215075 -0.92 0.359 -9.252221 3.357542
801 | 6.698603 4.798586 1.40 0.163 -2.711602 16.10881
802 | 4.830557 4.782295 1.01 0.313 -4.547702 14.20882
803 | -.0176673 3.442743 -0.01 0.996 -6.769014 6.733679
805 | 2.58204 4.685215 0.55 0.582 -6.60584 11.76992
806 | .8008289 3.295463 0.24 0.808 -5.661695 7.263353
807 | 4.274584 3.738508 1.14 0.253 -3.056768 11.60594
898 | 4.135473 11.78631 0.35 0.726 -18.97793 27.24887
899 | -8.02961 3.355956 -2.39 0.017 -14.61077 -1.448455
1000 | 1.542708 3.819531 0.40 0.686 -5.947534 9.03295
1001 | -3.649325 3.601686 -1.01 0.311 -10.71236 3.413715
1002 | 5.424948 4.708056 1.15 0.249 -3.807723 14.65762
1003 | 2.888363 3.222655 0.90 0.370 -3.431383 9.208109
1005 | 22.32086 9.007788 2.48 0.013 4.656258 39.98547
1006 | 3.48453 3.473243 1.00 0.316 -3.326628 10.29569
1007 | 3.964277 3.364107 1.18 0.239 -2.632862 10.56142
1010 | -5.712184 3.098403 -1.84 0.065 -11.78827 .3638987
1098 | -4.935012 4.866796 -1.01 0.311 -14.47898 4.608954
1099 | 10.94458 13.37404 0.82 0.413 -15.28241 37.17156
1400 | -.0961245 3.176241 -0.03 0.976 -6.32485 6.132601
1401 | -.1460163 3.291469 -0.04 0.965 -6.600708 6.308675
1403 | -.618874 3.662084 -0.17 0.866 -7.800357 6.562609
1404 | -3.12138 4.34194 -0.72 0.472 -11.63609 5.393326
1405 | 7.677846 4.872523 1.58 0.115 -1.877352 17.23304
1406 | -2.87737 3.984017 -0.72 0.470 -10.69018 4.935435
1407 | 3.868729 4.173709 0.93 0.354 -4.316069 12.05353
1408 | -6.855385 3.185018 -2.15 0.031 -13.10132 -.6094472
1409 | -1.543321 3.994053 -0.39 0.699 -9.375807 6.289164
1410 | 1.43237 3.584471 0.40 0.689 -5.59691 8.461649
1499 | -.7251743 6.227869 -0.12 0.907 -12.93826 11.48791
1500 | -2.098417 3.826314 -0.55 0.583 -9.601959 5.405126
1501 | .6386361 3.131196 0.20 0.838 -5.501755 6.779027
1502 | 2.96786 3.208293 0.93 0.355 -3.323722 9.259442
1504 | .9999993 3.572107 0.28 0.780 -6.005035 8.005034
1505 | 3.657354 4.059482 0.90 0.368 -4.303442 11.61815
1507 | .0970129 6.772387 0.01 0.989 -13.18389 13.37792
1520 | -1.342791 3.355681 -0.40 0.689 -7.923406 5.237823
1521 | .5615444 3.275414 0.17 0.864 -5.861663 6.984752
1522 | 12.44853 3.826058 3.25 0.001 4.945488 19.95157
1523 | -2.252968 3.36347 -0.67 0.503 -8.848856 4.342921
1524 | 10.96847 6.272451 1.75 0.080 -1.332039 23.26898
1525 | -.5841634 3.107604 -0.19 0.851 -6.67829 5.509963
1526 | 1.690179 3.617169 0.47 0.640 -5.403224 8.783582
1599 | 4.12765 5.66347 0.73 0.466 -6.978624 15.23393
1600 | .540463 4.953045 0.11 0.913 -9.172642 10.25357
1602 | .0408709 4.249544 0.01 0.992 -8.292641 8.374383
1603 | -10.74672 4.928159 -2.18 0.029 -20.41102 -1.08242
1604 | .1392724 5.259874 0.03 0.979 -10.17554 10.45408
1605 | -1.510627 3.547216 -0.43 0.670 -8.466849 5.445595
1606 | 2.673438 4.337967 0.62 0.538 -5.833476 11.18035
1608 | 1.107534 3.366388 0.33 0.742 -5.494077 7.709145
1609 | 2.880986 3.357301 0.86 0.391 -3.702806 9.464778
1610 | -1.260922 3.502899 -0.36 0.719 -8.130237 5.608392
1611 | 21.04287 8.456163 2.49 0.013 4.460027 37.62572
1612 | -.3043849 3.368151 -0.09 0.928 -6.909453 6.300683
1614 | 2.290921 4.220828 0.54 0.587 -5.986278 10.56812
1615 | 7.01797 6.477802 1.08 0.279 -5.685241 19.72118
1616 | 1.588332 3.24242 0.49 0.624 -4.770174 7.946837
1617 | -5.476516 3.695951 -1.48 0.139 -12.72441 1.77138
1619 | -4.60197 3.373171 -1.36 0.173 -11.21688 2.012943
1620 | 11.26139 7.943939 1.42 0.156 -4.316967 26.83975
1698 | 5.875524 6.643236 0.88 0.377 -7.152108 18.90315
1699 | 7.71036 3.478582 2.22 0.027 .8887311 14.53199
1700 | 6.080164 4.739439 1.28 0.200 -3.214051 15.37438
1701 | 2.8474 4.436454 0.64 0.521 -5.852651 11.54745
1704 | 17.34355 11.10734 1.56 0.119 -4.438359 39.12547
1705 | -6.847513 7.285736 -0.94 0.347 -21.13511 7.440086
1706 | 2.693248 3.479171 0.77 0.439 -4.129536 9.516032
1707 | .9363012 3.548942 0.26 0.792 -6.023306 7.895909
1708 | 6.245759 4.266582 1.46 0.143 -2.121166 14.61268
1709 | 6.424139 3.845412 1.67 0.095 -1.116856 13.96513
1798 | 2.612587 4.450989 0.59 0.557 -6.115966 11.34114
1799 | -3.424549 7.713732 -0.44 0.657 -18.55146 11.70236
1800 | 5.395953 8.088367 0.67 0.505 -10.46563 21.25754
1802 | -.5189141 3.397517 -0.15 0.879 -7.181571 6.143743
1803 | 2.802465 4.278743 0.65 0.513 -5.588308 11.19324
1804 | -1.492634 3.92048 -0.38 0.703 -9.180841 6.195574
1806 | 13.2122 9.211033 1.43 0.152 -4.850977 31.27538
1807 | -7.645301 3.085319 -2.48 0.013 -13.69573 -1.594876
1808 | 9.520938 8.720121 1.09 0.275 -7.579541 26.62142
1899 | -13.00277 3.50742 -3.71 0.000 -19.88095 -6.124593
1900 | 1.05208 4.036039 0.26 0.794 -6.862743 8.966902
1901 | 3.142658 3.873661 0.81 0.417 -4.453734 10.73905
1902 | 7.790194 3.972707 1.96 0.050 -.000432 15.58082
1905 | -.684724 3.723434 -0.18 0.854 -7.986517 6.617069
1906 | 3.48527 3.607457 0.97 0.334 -3.589086 10.55963
1907 | 7.170616 5.772291 1.24 0.214 -4.149061 18.49029
1908 | 1.001256 4.768806 0.21 0.834 -8.350549 10.35306
1909 | 5.739365 5.641771 1.02 0.309 -5.324357 16.80309
1910 | -3.781983 3.799212 -1.00 0.320 -11.23238 3.668412
1911 | 1.499538 4.236043 0.35 0.723 -6.807498 9.806575
1912 | -15.61866 3.60813 -4.33 0.000 -22.69434 -8.542988
1914 | -5.868499 3.795834 -1.55 0.122 -13.31227 1.575273
1915 | 23.32421 5.830469 4.00 0.000 11.89044 34.75797
1919 | 8.012603 6.199065 1.29 0.196 -4.143993 20.1692
1920 | 4.92284 3.734208 1.32 0.188 -2.400079 12.24576
1925 | .1832714 3.16397 0.06 0.954 -6.021392 6.387934
1926 | 3.574863 4.13773 0.86 0.388 -4.539379 11.6891
1927 | -2.82038 4.145829 -0.68 0.496 -10.9505 5.309744
1929 | 5.865723 4.73265 1.24 0.215 -3.41518 15.14662
1999 | 18.05409 14.29824 1.26 0.207 -9.985291 46.09348
2000 | -2.844459 3.368909 -0.84 0.399 -9.451015 3.762097
2001 | -.9834173 3.327297 -0.30 0.768 -7.50837 5.541536
2002 | -.0739414 3.437365 -0.02 0.983 -6.814741 6.666858
2003 | .9632454 3.443385 0.28 0.780 -5.78936 7.715851
2004 | .5846554 3.245885 0.18 0.857 -5.780645 6.949956
2005 | 8.981028 6.637844 1.35 0.176 -4.036029 21.99809
2006 | 18.15594 3.583264 5.07 0.000 11.12903 25.18286
2007 | -4.820694 3.428546 -1.41 0.160 -11.5442 1.902812
2008 | 16.64062 3.358065 4.96 0.000 10.05533 23.22591
2009 | 7.26721 5.359146 1.36 0.175 -3.242273 17.77669
2010 | -12.44601 3.155058 -3.94 0.000 -18.63319 -6.258822
2011 | .1603874 3.726792 0.04 0.966 -7.14799 7.468765
2012 | -4.014863 3.121579 -1.29 0.199 -10.13639 2.106668
2013 | 4.131015 7.393216 0.56 0.576 -10.36736 18.62938
2014 | 4.294886 4.252667 1.01 0.313 -4.044752 12.63452
2015 | 2.832362 4.611505 0.61 0.539 -6.21097 11.87569
2030 | -1.266768 5.497439 -0.23 0.818 -12.04745 9.513914
2099 | 5.301487 4.66875 1.14 0.256 -3.854106 14.45708
2100 | -2.91966 3.620049 -0.81 0.420 -10.01871 4.179391
2101 | 2.740061 3.393566 0.81 0.420 -3.914848 9.394971
2102 | 2.233079 3.202029 0.70 0.486 -4.046219 8.512376
2103 | 2.526197 3.907902 0.65 0.518 -5.137344 10.18974
2104 | 2.108443 3.446387 0.61 0.541 -4.65005 8.866936
2105 | -4.163839 3.853543 -1.08 0.280 -11.72078 3.393102
2199 | -8.862097 3.32131 -2.67 0.008 -15.37531 -2.348886
9999 | 2.997608 3.747611 0.80 0.424 -4.351596 10.34681
|
house_administration | .7347651 1.636118 0.45 0.653 -2.473723 3.943253
house_agriculture | .8076889 1.477287 0.55 0.585 -2.089326 3.704704
house_appropriations | -5.969058 2.284791 -2.61 0.009 -10.44962 -1.488498
house_armedservices | -.9792808 1.553677 -0.63 0.529 -4.026098 2.067536
house_budget | -6.521749 2.420212 -2.69 0.007 -11.26787 -1.775623
house_dc | -8.905134 3.655648 -2.44 0.015 -16.07399 -1.736273
house_educlabor | -2.870054 1.366171 -2.10 0.036 -5.549166 -.1909413
house_energycommerce | -1.844496 .7127847 -2.59 0.010 -3.242293 -.4466991
house_foreignaffairs | 1.954625 1.599378 1.22 0.222 -1.181813 5.091064
house_governmentop | .0965953 1.702261 0.06 0.955 -3.241602 3.434793
house_intelligence | 4.926514 3.876503 1.27 0.204 -2.675452 12.52848
house_interior | .0562077 2.045877 0.03 0.978 -3.955833 4.068248
house_judiciary | 1.503619 .8519834 1.76 0.078 -.1671518 3.17439
house_mmf | .19674 2.700748 0.07 0.942 -5.099526 5.493006
house_pocs | .5231522 2.312802 0.23 0.821 -4.012338 5.058642
house_pwt | .9892614 1.853368 0.53 0.594 -2.645261 4.623784
house_rules | 6.826869 3.86756 1.77 0.078 -.7575598 14.4113
house_sst | 8.256521 3.55753 2.32 0.020 1.280073 15.23297
house_smallbusi | -4.643904 1.866849 -2.49 0.013 -8.304864 -.9829437
house_soc | -2.464757 4.119811 -0.60 0.550 -10.54386 5.614346
house_veterans | 1.257856 1.671888 0.75 0.452 -2.020779 4.536491
house_waysandmeans | 1.619075 .7479529 2.16 0.031 .1523121 3.085839
house_naturalresources | -2.163449 1.414715 -1.53 0.126 -4.937758 .6108607
house_bfs | -2.172935 1.002289 -2.17 0.030 -4.138461 -.2074092
house_eeo | -2.473833 2.356912 -1.05 0.294 -7.095825 2.148158
house_govreform | 3.724287 1.292787 2.88 0.004 1.189084 6.25949
house_ir | .5331288 1.428037 0.37 0.709 -2.267304 3.333562
house_natsecur | .3219899 2.204322 0.15 0.884 -4.000768 4.644748
house_oversight | -2.946874 1.576491 -1.87 0.062 -6.038432 .1446833
house_resources | 1.456042 1.679322 0.87 0.386 -1.837171 4.749254
house_science | .7659645 1.403181 0.55 0.585 -1.985725 3.517654
house_transp | -1.175379 1.168583 -1.01 0.315 -3.467012 1.116255
house_homeland | -1.113685 2.126567 -0.52 0.601 -5.28396 3.056591
_cons | 14.06782 3.06837 4.58 0.000 8.050633 20.08501
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,512 1 0 1 1
j = 5 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(13,828 missing values generated)
(55,922 missing values generated)
(42,094 real changes made)
reg pct_cosponsors_opposite 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) = 17.44
Prob > F = 0.0000
R-squared = 0.1670
Root MSE = 21.326
(Std. Err. adjusted for 1,917 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 1.267198 .921122 1.38 0.169 -.539309 3.073705
|
v2 |
102 | -2.099476 1.66743 -1.26 0.208 -5.369645 1.170692
103 | -4.258384 1.757158 -2.42 0.015 -7.704526 -.8122411
104 | -4.37156 2.021228 -2.16 0.031 -8.335598 -.4075229
105 | -4.381652 1.803828 -2.43 0.015 -7.919325 -.8439791
106 | -1.271507 1.754694 -0.72 0.469 -4.712819 2.169805
107 | -.4081461 1.678167 -0.24 0.808 -3.699373 2.88308
108 | -.1038851 1.916864 -0.05 0.957 -3.863244 3.655473
109 | -1.227029 1.766382 -0.69 0.487 -4.691262 2.237204
110 | -7.841448 1.707828 -4.59 0.000 -11.19084 -4.492051
111 | -7.8661 1.879562 -4.19 0.000 -11.5523 -4.179898
|
minor |
101 | 15.92445 7.329854 2.17 0.030 1.549123 30.29978
103 | 17.01633 12.98359 1.31 0.190 -8.447118 42.47977
104 | 6.211853 5.678889 1.09 0.274 -4.9256 17.34931
105 | 6.424361 2.584592 2.49 0.013 1.355452 11.49327
107 | 7.590468 2.625103 2.89 0.004 2.442109 12.73883
108 | 17.14437 6.651834 2.58 0.010 4.098775 30.18997
110 | -2.846771 3.140988 -0.91 0.365 -9.006886 3.313343
400 | 10.50016 3.611343 2.91 0.004 3.417584 17.58274
401 | 18.79371 6.002515 3.13 0.002 7.02156 30.56586
402 | 12.21983 3.049779 4.01 0.000 6.238591 18.20106
403 | 15.97392 4.10045 3.90 0.000 7.932109 24.01574
404 | 18.54024 4.684149 3.96 0.000 9.353673 27.72681
405 | 15.9699 6.652075 2.40 0.016 2.923835 29.01597
498 | 12.53499 5.0401 2.49 0.013 2.650329 22.41965
499 | 10.04441 4.237762 2.37 0.018 1.733302 18.35552
700 | 12.71849 3.372182 3.77 0.000 6.10496 19.33203
701 | 19.43878 4.294011 4.53 0.000 11.01735 27.86021
703 | 12.44114 3.83936 3.24 0.001 4.911372 19.9709
704 | 9.458613 3.418149 2.77 0.006 2.75493 16.1623
705 | 5.761314 3.376757 1.71 0.088 -.8611928 12.38382
707 | 14.45538 7.388754 1.96 0.051 -.0354692 28.94622
708 | 17.41992 7.724862 2.26 0.024 2.269903 32.56995
709 | 13.47516 2.942972 4.58 0.000 7.70339 19.24692
710 | 16.56279 3.507567 4.72 0.000 9.683738 23.44184
711 | 21.96764 4.149154 5.29 0.000 13.83031 30.10497
798 | 21.12776 7.165737 2.95 0.003 7.074294 35.18122
799 | 25.89934 3.625173 7.14 0.000 18.78964 33.00904
800 | 9.386652 3.788895 2.48 0.013 1.95586 16.81744
801 | 7.538265 4.110049 1.83 0.067 -.5223747 15.5989
802 | 10.90792 3.368428 3.24 0.001 4.30175 17.51409
803 | 8.759383 2.875498 3.05 0.002 3.119949 14.39882
805 | -.0236405 3.833119 -0.01 0.995 -7.541165 7.493884
806 | 16.88545 3.774734 4.47 0.000 9.482433 24.28847
807 | 20.98203 4.26028 4.93 0.000 12.62676 29.3373
898 | 15.01672 10.20285 1.47 0.141 -4.993138 35.02659
899 | -.0955763 8.082518 -0.01 0.991 -15.94703 15.75588
1000 | 10.17932 3.734687 2.73 0.006 2.854841 17.5038
1001 | 27.23025 4.348647 6.26 0.000 18.70167 35.75883
1002 | 15.50292 3.740038 4.15 0.000 8.167944 22.83789
1003 | 12.94915 3.084186 4.20 0.000 6.90044 18.99787
1005 | 11.1812 5.092301 2.20 0.028 1.194161 21.16823
1006 | 23.93275 4.651291 5.15 0.000 14.81063 33.05488
1007 | 11.25852 3.558922 3.16 0.002 4.278754 18.23829
1010 | 19.35843 7.231468 2.68 0.007 5.17605 33.5408
1098 | 12.03166 7.423048 1.62 0.105 -2.526445 26.58976
1099 | 13.98868 14.04154 1.00 0.319 -13.54963 41.52698
1400 | 9.68083 4.518282 2.14 0.032 .8195629 18.5421
1401 | 19.92867 4.279801 4.66 0.000 11.53511 28.32223
1403 | 27.34216 5.255912 5.20 0.000 17.03426 37.65007
1404 | 7.507744 7.247555 1.04 0.300 -6.706181 21.72167
1405 | 26.20041 7.495249 3.50 0.000 11.50071 40.90012
1406 | 11.60393 4.64606 2.50 0.013 2.492062 20.71579
1407 | 18.84739 9.108867 2.07 0.039 .9830552 36.71173
1408 | 23.8013 10.27145 2.32 0.021 3.656898 43.9457
1409 | 25.52423 7.65729 3.33 0.001 10.50673 40.54173
1410 | 20.78688 3.570189 5.82 0.000 13.78501 27.78874
1499 | 4.210208 7.231141 0.58 0.560 -9.971526 18.39194
1500 | 10.82295 4.624921 2.34 0.019 1.752538 19.89336
1501 | 17.02453 3.392026 5.02 0.000 10.37208 23.67699
1502 | 8.175183 2.92592 2.79 0.005 2.43686 13.91351
1504 | 13.40386 3.29747 4.06 0.000 6.936853 19.87087
1505 | 23.77679 3.622935 6.56 0.000 16.67148 30.8821
1507 | 18.41613 4.190259 4.39 0.000 10.19819 26.63408
1520 | 13.809 4.567676 3.02 0.003 4.850861 22.76714
1521 | 14.38362 3.384862 4.25 0.000 7.745215 21.02202
1522 | 27.30674 4.159426 6.57 0.000 19.14926 35.46422
1523 | 15.87009 3.623081 4.38 0.000 8.764494 22.97569
1524 | 20.64657 7.762898 2.66 0.008 5.421954 35.87119
1525 | 19.3122 4.023427 4.80 0.000 11.42144 27.20296
1526 | 23.09175 3.955661 5.84 0.000 15.33389 30.8496
1599 | 20.40505 5.08209 4.02 0.000 10.43805 30.37206
1600 | 10.37564 4.374135 2.37 0.018 1.797071 18.9542
1602 | 4.490759 7.142122 0.63 0.530 -9.516391 18.49791
1603 | 7.940895 4.39028 1.81 0.071 -.6693348 16.55112
1604 | 18.42638 5.177259 3.56 0.000 8.272719 28.58003
1605 | 16.84492 6.676537 2.52 0.012 3.750873 29.93896
1606 | 17.36917 10.03576 1.73 0.084 -2.312996 37.05134
1608 | 15.50352 2.908731 5.33 0.000 9.798909 21.20813
1609 | 19.28274 3.213303 6.00 0.000 12.9808 25.58468
1610 | 17.10821 5.86557 2.92 0.004 5.604637 28.61178
1611 | 7.96744 4.113591 1.94 0.053 -.1001466 16.03503
1612 | 17.82029 3.510351 5.08 0.000 10.93578 24.7048
1614 | 2.796927 7.720775 0.36 0.717 -12.34508 17.93893
1615 | 7.778678 4.246963 1.83 0.067 -.550478 16.10783
1616 | 2.606303 4.020642 0.65 0.517 -5.278993 10.4916
1617 | 17.98224 5.8307 3.08 0.002 6.547057 29.41743
1619 | -2.903326 5.487274 -0.53 0.597 -13.66498 7.858331
1620 | 27.976 9.109783 3.07 0.002 10.10987 45.84213
1698 | 14.51814 6.12401 2.37 0.018 2.50771 26.52856
1699 | 22.70989 3.937292 5.77 0.000 14.98806 30.43172
1700 | 10.21597 6.023797 1.70 0.090 -1.597918 22.02986
1701 | 18.99343 5.256786 3.61 0.000 8.683808 29.30305
1704 | 9.616262 6.566394 1.46 0.143 -3.261769 22.49429
1705 | 6.912694 9.029078 0.77 0.444 -10.79516 24.62055
1706 | 18.83244 3.563597 5.28 0.000 11.8435 25.82137
1707 | 13.90591 4.917649 2.83 0.005 4.2614 23.55042
1708 | 19.4213 5.113249 3.80 0.000 9.393184 29.44942
1709 | 33.31099 6.29196 5.29 0.000 20.97118 45.65081
1798 | 22.39336 4.917686 4.55 0.000 12.74878 32.03794
1799 | 8.499452 8.908392 0.95 0.340 -8.971713 25.97062
1800 | 10.06221 4.893905 2.06 0.040 .4642678 19.66015
1802 | 19.37006 5.80016 3.34 0.001 7.994772 30.74535
1803 | 23.30552 4.875021 4.78 0.000 13.74461 32.86642
1804 | 18.18803 4.658002 3.90 0.000 9.052746 27.32332
1806 | 6.497892 4.388068 1.48 0.139 -2.107999 15.10378
1807 | -1.48232 2.49776 -0.59 0.553 -6.380935 3.416295
1808 | 1.832003 4.660076 0.39 0.694 -7.307351 10.97136
1899 | -.8110004 7.154849 -0.11 0.910 -14.84311 13.22111
1900 | 15.20238 4.225569 3.60 0.000 6.915177 23.48957
1901 | 16.02611 4.488679 3.57 0.000 7.222898 24.82932
1902 | 24.37575 5.151362 4.73 0.000 14.27288 34.47862
1905 | 22.00699 9.277504 2.37 0.018 3.811918 40.20206
1906 | 8.624094 6.315489 1.37 0.172 -3.761862 21.01005
1907 | 8.322371 8.175521 1.02 0.309 -7.711484 24.35623
1908 | 22.16311 9.25462 2.39 0.017 4.012922 40.3133
1909 | 44.13358 7.911718 5.58 0.000 28.61709 59.65006
1910 | 35.89478 11.87595 3.02 0.003 12.60363 59.18592
1911 | 25.3037 10.95479 2.31 0.021 3.819143 46.78826
1912 | -7.208573 3.203283 -2.25 0.025 -13.49086 -.9262853
1914 | 11.80511 5.338142 2.21 0.027 1.335931 22.27429
1915 | 12.60734 12.11762 1.04 0.298 -11.15778 36.37245
1919 | 18.41921 4.32339 4.26 0.000 9.940163 26.89825
1920 | 16.4089 4.103956 4.00 0.000 8.360206 24.45758
1925 | 30.57179 5.330125 5.74 0.000 20.11833 41.02524
1926 | 6.06133 4.051039 1.50 0.135 -1.883579 14.00624
1927 | 12.75993 3.732247 3.42 0.001 5.440233 20.07962
1929 | 12.66835 3.79415 3.34 0.001 5.22725 20.10945
1999 | 21.00007 12.41693 1.69 0.091 -3.352043 45.35218
2000 | 6.986304 2.725705 2.56 0.010 1.640643 12.33197
2001 | 8.40955 3.510033 2.40 0.017 1.525664 15.29344
2002 | 7.643221 2.841065 2.69 0.007 2.071315 13.21513
2003 | 21.93604 3.844974 5.71 0.000 14.39527 29.47682
2004 | 17.68949 2.932395 6.03 0.000 11.93847 23.44051
2005 | -.1776229 5.874398 -0.03 0.976 -11.69851 11.34326
2006 | 32.13564 3.207594 10.02 0.000 25.8449 38.42638
2007 | 11.72686 5.258019 2.23 0.026 1.414814 22.0389
2008 | 25.48784 2.777108 9.18 0.000 20.04136 30.93431
2009 | 7.236713 5.155833 1.40 0.161 -2.874921 17.34835
2011 | 7.428457 2.661267 2.79 0.005 2.209172 12.64774
2012 | 6.295281 3.238434 1.94 0.052 -.0559447 12.64651
2013 | 8.880462 6.504486 1.37 0.172 -3.876156 21.63708
2014 | 10.86968 4.283557 2.54 0.011 2.468759 19.27061
2015 | 18.14645 5.725074 3.17 0.002 6.918422 29.37448
2030 | 12.12463 4.869804 2.49 0.013 2.573957 21.67531
2099 | 15.69522 4.988481 3.15 0.002 5.911798 25.47865
2100 | 3.296217 3.065798 1.08 0.282 -2.716435 9.308869
2101 | 17.76515 2.862629 6.21 0.000 12.15096 23.37935
2102 | 18.844 3.359601 5.61 0.000 12.25514 25.43286
2103 | 9.503922 2.96197 3.21 0.001 3.694897 15.31295
2104 | 10.45699 2.988473 3.50 0.000 4.595986 16.31799
2105 | 16.70582 5.322026 3.14 0.002 6.268248 27.14339
2199 | 13.71802 12.5416 1.09 0.274 -10.8786 38.31464
9999 | 7.276387 3.782357 1.92 0.055 -.1415817 14.69436
|
house_administration | -6.376183 1.703923 -3.74 0.000 -9.717923 -3.034444
house_agriculture | 3.110375 1.309065 2.38 0.018 .5430333 5.677716
house_appropriations | -9.517844 1.438874 -6.61 0.000 -12.33977 -6.695919
house_armedservices | -.5646982 1.609316 -0.35 0.726 -3.720894 2.591498
house_budget | 1.122983 1.668472 0.67 0.501 -2.149229 4.395195
house_dc | 2.759584 11.16378 0.25 0.805 -19.13486 24.65403
house_educlabor | -.4509899 1.873542 -0.24 0.810 -4.125385 3.223405
house_energycommerce | 2.84181 1.148425 2.47 0.013 .5895146 5.094105
house_foreignaffairs | .2699042 2.634548 0.10 0.918 -4.896979 5.436788
house_governmentop | .5441156 1.953465 0.28 0.781 -3.287027 4.375258
house_intelligence | -4.96658 3.401935 -1.46 0.144 -11.63846 1.705304
house_interior | -2.236407 2.250039 -0.99 0.320 -6.64919 2.176376
house_judiciary | -3.427845 .9701367 -3.53 0.000 -5.330479 -1.52521
house_mmf | 6.678571 3.202027 2.09 0.037 .398747 12.9584
house_pocs | 1.745853 2.625953 0.66 0.506 -3.404173 6.89588
house_pwt | -.5125731 1.964334 -0.26 0.794 -4.36503 3.339884
house_rules | -4.678663 1.116921 -4.19 0.000 -6.869171 -2.488155
house_sst | 5.29372 4.336129 1.22 0.222 -3.210308 13.79775
house_smallbusi | 1.330447 4.140937 0.32 0.748 -6.790771 9.451665
house_soc | -2.697921 7.203215 -0.37 0.708 -16.82489 11.42904
house_veterans | 6.242856 2.079782 3.00 0.003 2.163981 10.32173
house_waysandmeans | -.8136519 .8972552 -0.91 0.365 -2.573351 .9460475
house_naturalresources | .4870564 2.005569 0.24 0.808 -3.446272 4.420385
house_bfs | .4894688 1.202309 0.41 0.684 -1.868502 2.84744
house_eeo | -9.271796 4.553295 -2.04 0.042 -18.20173 -.3418594
house_govreform | -.7820177 1.320618 -0.59 0.554 -3.372017 1.807981
house_ir | 1.971718 2.162334 0.91 0.362 -2.269058 6.212494
house_natsecur | -1.826541 2.65964 -0.69 0.492 -7.042634 3.389552
house_oversight | 2.709295 2.198869 1.23 0.218 -1.603133 7.021723
house_resources | -6.146611 1.266216 -4.85 0.000 -8.629918 -3.663304
house_science | 2.617443 1.933146 1.35 0.176 -1.173848 6.408734
house_transp | 2.100635 1.373692 1.53 0.126 -.5934543 4.794724
house_homeland | -.5285945 3.337293 -0.16 0.874 -7.073703 6.016514
_cons | 8.767547 2.853666 3.07 0.002 3.170928 14.36416
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,387 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)
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(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)
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(1 real change made)
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(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)
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(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)
(16 missing values generated)
(1 real change made)
(1 real change 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)
(17 missing values generated)
(0 real changes made)
(0 real changes made)
(17 missing values generated)
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(5 real changes made)
(5 real changes made)
(5 real changes made)
file /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Output/Table10_pct_cosponsors_opposite_WF10.xls saved
j = 1 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 o
> cc3 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_sponso
> r)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 20,070
F(136, 4030) = 13.68
Prob > F = 0.0000
R-squared = 0.1346
Root MSE = 19.707
(Std. Err. adjusted for 4,031 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 1.482531 .709878 2.09 0.037 .0907778 2.874284
|
v2 |
102 | -.502975 1.059293 -0.47 0.635 -2.579775 1.573825
103 | -1.696892 1.337177 -1.27 0.205 -4.318497 .9247137
104 | -3.350071 1.405641 -2.38 0.017 -6.105905 -.5942373
105 | -2.046763 1.317407 -1.55 0.120 -4.62961 .5360844
106 | -.834422 1.279685 -0.65 0.514 -3.343311 1.674467
107 | -.7081896 1.339346 -0.53 0.597 -3.334048 1.917669
108 | -9.75938 3.961877 -2.46 0.014 -17.52685 -1.991912
109 | -10.13162 3.940146 -2.57 0.010 -17.85649 -2.406758
110 | -8.778185 3.930141 -2.23 0.026 -16.48343 -1.072936
111 | -10.25456 3.912464 -2.62 0.009 -17.92516 -2.583974
|
minor |
201 | -2.082077 1.903776 -1.09 0.274 -5.814531 1.650378
202 | 1.444305 2.079012 0.69 0.487 -2.631707 5.520318
204 | 12.96207 4.00964 3.23 0.001 5.100964 20.82319
205 | 5.847653 3.44655 1.70 0.090 -.9094904 12.6048
206 | -3.133452 1.820596 -1.72 0.085 -6.702826 .4359228
207 | -.6282514 1.679448 -0.37 0.708 -3.920897 2.664394
208 | 2.066232 1.615516 1.28 0.201 -1.101072 5.233536
209 | -6.293443 3.284436 -1.92 0.055 -12.73275 .1458684
299 | -.8686371 3.035941 -0.29 0.775 -6.820759 5.083485
300 | 3.828847 1.917088 2.00 0.046 .0702947 7.587399
301 | 2.704068 1.549751 1.74 0.081 -.3343011 5.742438
302 | 2.848101 1.355543 2.10 0.036 .1904878 5.505713
321 | 5.368433 1.561714 3.44 0.001 2.306611 8.430256
322 | 8.047729 1.56933 5.13 0.000 4.970974 11.12448
323 | 8.665894 1.726468 5.02 0.000 5.281062 12.05073
324 | -2.098608 1.753378 -1.20 0.231 -5.536198 1.338982
325 | 8.092379 1.692563 4.78 0.000 4.774021 11.41074
331 | 10.62549 1.621484 6.55 0.000 7.446488 13.8045
332 | 6.035061 1.552625 3.89 0.000 2.991057 9.079064
333 | 7.159255 1.983781 3.61 0.000 3.269947 11.04856
334 | 7.827902 1.589749 4.92 0.000 4.711114 10.94469
335 | -.0708189 1.7599 -0.04 0.968 -3.521196 3.379558
336 | 10.79383 1.759575 6.13 0.000 7.344087 14.24356
341 | 8.033385 2.209092 3.64 0.000 3.702344 12.36443
342 | 10.40478 3.755418 2.77 0.006 3.042085 17.76748
343 | 2.273525 2.338182 0.97 0.331 -2.310604 6.857655
344 | 5.757896 3.43874 1.67 0.094 -.9839348 12.49973
398 | 10.81288 1.705585 6.34 0.000 7.468995 14.15677
399 | 5.077115 2.616799 1.94 0.052 -.0532576 10.20749
500 | -.0150265 2.896475 -0.01 0.996 -5.693719 5.663666
501 | 1.234743 1.736166 0.71 0.477 -2.169102 4.638588
502 | 2.057015 1.705796 1.21 0.228 -1.287288 5.401319
503 | 1.201375 1.326678 0.91 0.365 -1.399646 3.802396
504 | -4.164808 1.706318 -2.44 0.015 -7.510135 -.8194805
505 | .3756002 1.818848 0.21 0.836 -3.190348 3.941548
506 | .1747564 1.905875 0.09 0.927 -3.561812 3.911325
508 | 2.10581 1.609731 1.31 0.191 -1.050153 5.261773
529 | 9.180702 3.505814 2.62 0.009 2.307369 16.05404
530 | 2.800606 1.350208 2.07 0.038 .1534517 5.44776
599 | -3.128537 3.368613 -0.93 0.353 -9.732881 3.475808
600 | .4904515 1.668196 0.29 0.769 -2.780135 3.761038
601 | 5.689356 1.322988 4.30 0.000 3.095567 8.283144
602 | 2.995659 1.354726 2.21 0.027 .3396476 5.65167
603 | 2.809803 1.753048 1.60 0.109 -.6271396 6.246745
604 | 7.870397 3.113848 2.53 0.012 1.765533 13.97526
606 | 4.161351 2.438135 1.71 0.088 -.6187406 8.941443
607 | 6.073764 1.68506 3.60 0.000 2.770115 9.377414
609 | 7.759235 3.166228 2.45 0.014 1.551678 13.96679
698 | 1.699896 5.080133 0.33 0.738 -8.259973 11.65977
699 | 3.791998 2.430957 1.56 0.119 -.9740224 8.558019
1200 | 2.257185 2.580463 0.87 0.382 -2.80195 7.31632
1201 | 7.293235 1.752017 4.16 0.000 3.858312 10.72816
1202 | 7.92148 2.51793 3.15 0.002 2.984945 12.85801
1203 | 1.549472 1.629745 0.95 0.342 -1.645729 4.744673
1204 | 3.842517 1.804203 2.13 0.033 .3052819 7.379752
1205 | 3.459845 1.993536 1.74 0.083 -.448587 7.368276
1206 | 3.524089 1.948797 1.81 0.071 -.2966299 7.344808
1207 | 4.90916 1.774115 2.77 0.006 1.430914 8.387406
1208 | 6.436156 1.412232 4.56 0.000 3.667401 9.204912
1209 | 4.476978 1.366807 3.28 0.001 1.797281 7.156674
1210 | 1.821573 1.587056 1.15 0.251 -1.289933 4.93308
1211 | 3.716402 1.984738 1.87 0.061 -.1747807 7.607585
1299 | 5.611846 3.385241 1.66 0.097 -1.025097 12.24879
1300 | 2.030204 2.233579 0.91 0.363 -2.348847 6.409254
1301 | 4.745439 1.958869 2.42 0.015 .9049722 8.585906
1302 | .0759758 1.83021 0.04 0.967 -3.512247 3.664199
1303 | .8742791 1.531574 0.57 0.568 -2.128452 3.877011
1304 | 6.523449 1.870271 3.49 0.000 2.856685 10.19021
1305 | 5.815036 2.121141 2.74 0.006 1.656428 9.973644
1399 | 3.891412 4.875734 0.80 0.425 -5.667722 13.45055
|
house_administration | -2.668471 1.299799 -2.05 0.040 -5.216796 -.1201459
house_agriculture | .6708895 1.410968 0.48 0.634 -2.095388 3.437167
house_appropriations | -7.537428 1.991612 -3.78 0.000 -11.44209 -3.632767
house_armedservices | .9505047 .973451 0.98 0.329 -.9579973 2.859007
house_budget | -3.379163 1.638769 -2.06 0.039 -6.592057 -.166269
house_dc | 6.968526 6.142587 1.13 0.257 -5.074341 19.01139
house_educlabor | -2.391122 .4913548 -4.87 0.000 -3.354449 -1.427795
house_energycommerce | 2.441812 .5205181 4.69 0.000 1.421309 3.462316
house_foreignaffairs | 3.302342 1.914682 1.72 0.085 -.4514925 7.056176
house_governmentop | -3.909504 1.784224 -2.19 0.028 -7.407569 -.4114386
house_intelligence | .7716386 3.360478 0.23 0.818 -5.816755 7.360032
house_interior | 4.503374 4.610634 0.98 0.329 -4.536017 13.54276
house_judiciary | -.9873554 .5817127 -1.70 0.090 -2.127834 .1531232
house_mmf | 2.191447 5.775247 0.38 0.704 -9.13123 13.51412
house_pocs | -.1818656 1.377482 -0.13 0.895 -2.882492 2.518761
house_pwt | -2.033832 2.326922 -0.87 0.382 -6.595885 2.528222
house_rules | -3.664975 1.656185 -2.21 0.027 -6.912013 -.4179375
house_sst | 2.395422 4.067637 0.59 0.556 -5.579395 10.37024
house_smallbusi | 3.575265 2.890018 1.24 0.216 -2.090768 9.241299
house_soc | 0 (omitted)
house_veterans | 1.950422 1.000212 1.95 0.051 -.0105458 3.91139
house_waysandmeans | -1.030658 .4360394 -2.36 0.018 -1.885536 -.1757796
house_naturalresources | -3.455979 2.647234 -1.31 0.192 -8.64602 1.734062
house_bfs | -2.069346 .9739797 -2.12 0.034 -3.978885 -.1598077
house_eeo | -3.245539 1.310637 -2.48 0.013 -5.815112 -.6759663
house_govreform | .9652341 .9820793 0.98 0.326 -.9601841 2.890652
house_ir | 3.379809 2.054465 1.65 0.100 -.6480772 7.407696
house_natsecur | 4.431227 2.670206 1.66 0.097 -.8038523 9.666307
house_oversight | -.2499811 1.668898 -0.15 0.881 -3.521945 3.021982
house_resources | -.6472756 2.506226 -0.26 0.796 -5.560863 4.266312
house_science | 1.964379 1.966455 1.00 0.318 -1.89096 5.819719
house_transp | -1.048302 1.196639 -0.88 0.381 -3.394376 1.297772
house_homeland | -5.4743 1.573969 -3.48 0.001 -8.560149 -2.388452
sponsor_democrat | -11.07106 .5704547 -19.41 0.000 -12.18947 -9.952653
sponsor_rookie | -3.977003 .677919 -5.87 0.000 -5.306099 -2.647907
sponsor_tenure_run | .0192168 .0861938 0.22 0.824 -.1497708 .1882044
sponsor_age | -.0331092 .029033 -1.14 0.254 -.0900299 .0238115
leader | -1.020523 .7659633 -1.33 0.183 -2.522234 .4811888
ivycoll | -.4575812 .6936413 -0.66 0.509 -1.817502 .9023392
black | -1.697792 1.07752 -1.58 0.115 -3.810326 .4147421
occ0 | 2.432193 .7058756 3.45 0.001 1.048287 3.8161
occ1 | 2.111975 .8044496 2.63 0.009 .5348094 3.689141
occ2 | 2.301805 .6681576 3.45 0.001 .9918472 3.611764
occ3 | -2.009016 .9681115 -2.08 0.038 -3.907049 -.1109818
occ4 | -.6152004 .7502259 -0.82 0.412 -2.086058 .8556572
borninstate | .9732961 .462135 2.11 0.035 .067256 1.879336
tot_bills | -.046464 .0147015 -3.16 0.002 -.0752871 -.0176408
NE | -.0494831 .834543 -0.06 0.953 -1.685649 1.586683
MW | .1624767 .7008237 0.23 0.817 -1.211525 1.536479
WE | -1.82685 .7721013 -2.37 0.018 -3.340595 -.3131045
pct_black | 1.678618 2.352025 0.71 0.475 -2.932651 6.289888
pct_urban | .1145103 1.660145 0.07 0.945 -3.140292 3.369313
pct_for_born | .236757 3.206633 0.07 0.941 -6.050016 6.52353
pct_age_over65 | 24.58572 6.047881 4.07 0.000 12.72853 36.44291
lninc | 2.776414 1.382358 2.01 0.045 .0662275 5.4866
lnpden | -.6519746 .2499401 -2.61 0.009 -1.141995 -.1619539
_cons | -8.009373 13.65426 -0.59 0.558 -34.77928 18.76053
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,532 1 0 1 1
j = 1 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 o
> cc3 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) = 8.25
Prob > F = 0.0000
R-squared = 0.0989
Root MSE = 15.298
(Std. Err. adjusted for 2,152 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -.893804 .4975344 -1.80 0.073 -1.869502 .0818945
|
v2 |
102 | -1.029059 .8595308 -1.20 0.231 -2.714657 .6565383
103 | -.3125042 1.267958 -0.25 0.805 -2.799055 2.174047
104 | -3.778635 1.413397 -2.67 0.008 -6.550403 -1.006868
105 | -4.008581 1.255192 -3.19 0.001 -6.470098 -1.547064
106 | -3.990598 1.213388 -3.29 0.001 -6.370133 -1.611063
107 | -4.329163 1.173736 -3.69 0.000 -6.630939 -2.027387
108 | -6.313939 3.84797 -1.64 0.101 -13.86007 1.232189
109 | -5.241741 3.850478 -1.36 0.174 -12.79279 2.309305
110 | 1.661414 3.861551 0.43 0.667 -5.911348 9.234177
111 | -.8969582 3.842578 -0.23 0.815 -8.432513 6.638597
|
minor |
201 | -6.557828 1.665032 -3.94 0.000 -9.823069 -3.292587
202 | -2.680559 1.46089 -1.83 0.067 -5.545464 .1843458
204 | 8.669035 4.21496 2.06 0.040 .4032138 16.93486
205 | 5.832175 3.465567 1.68 0.093 -.9640355 12.62839
206 | -5.509987 1.646001 -3.35 0.001 -8.737906 -2.282069
207 | 3.997439 2.206792 1.81 0.070 -.3302287 8.325107
208 | 2.741059 1.784844 1.54 0.125 -.759141 6.24126
209 | -6.544027 1.731372 -3.78 0.000 -9.939364 -3.14869
299 | -2.486717 6.383015 -0.39 0.697 -15.00424 10.03081
300 | .7069957 1.894946 0.37 0.709 -3.009122 4.423113
301 | 1.724485 1.633104 1.06 0.291 -1.478143 4.927113
302 | 2.674731 1.452005 1.84 0.066 -.1727479 5.52221
321 | 2.659279 1.742061 1.53 0.127 -.7570193 6.075578
322 | 2.864443 1.6857 1.70 0.089 -.4413293 6.170215
323 | 7.193836 1.888377 3.81 0.000 3.490601 10.89707
324 | .6896442 2.016702 0.34 0.732 -3.265244 4.644533
325 | 3.725691 1.75435 2.12 0.034 .2852924 7.16609
331 | 4.810292 1.651964 2.91 0.004 1.57068 8.049904
332 | 1.63062 1.530083 1.07 0.287 -1.369975 4.631216
333 | 1.869698 1.68445 1.11 0.267 -1.433621 5.173017
334 | 4.537531 1.617671 2.80 0.005 1.365168 7.709893
335 | -2.327494 1.602571 -1.45 0.147 -5.470244 .8152556
336 | 6.254695 1.806881 3.46 0.001 2.71128 9.798111
341 | 2.336039 2.015498 1.16 0.247 -1.616489 6.288566
342 | 5.490784 3.22911 1.70 0.089 -.8417191 11.82329
343 | 1.81577 2.211626 0.82 0.412 -2.521377 6.152917
344 | .9988436 2.649185 0.38 0.706 -4.196387 6.194074
398 | 6.038031 1.697761 3.56 0.000 2.708606 9.367455
399 | 3.045437 2.580167 1.18 0.238 -2.014445 8.10532
500 | -3.466353 1.966456 -1.76 0.078 -7.322706 .3900004
501 | -1.15712 1.892177 -0.61 0.541 -4.867807 2.553567
502 | -1.509249 1.818194 -0.83 0.407 -5.07485 2.056352
503 | .5569282 1.445332 0.39 0.700 -2.277465 3.391321
504 | -1.397924 1.797657 -0.78 0.437 -4.92325 2.127403
505 | 2.669936 2.240435 1.19 0.234 -1.723708 7.063581
506 | -1.216309 2.029962 -0.60 0.549 -5.197202 2.764584
508 | -.9700503 1.562955 -0.62 0.535 -4.035111 2.095011
529 | 13.23255 5.183079 2.55 0.011 3.068184 23.39692
530 | .5807543 1.45817 0.40 0.690 -2.278816 3.440325
599 | -.0210838 2.954864 -0.01 0.994 -5.81577 5.773603
600 | -.2972426 1.812068 -0.16 0.870 -3.850829 3.256344
601 | 2.601736 1.424446 1.83 0.068 -.1916986 5.395171
602 | -.3113558 1.403861 -0.22 0.825 -3.064422 2.441711
603 | -1.026817 1.74192 -0.59 0.556 -4.44284 2.389206
604 | 3.214457 3.790807 0.85 0.397 -4.219571 10.64849
606 | 2.788934 2.380296 1.17 0.241 -1.878988 7.456855
607 | .4616416 1.637737 0.28 0.778 -2.750071 3.673355
609 | 3.972613 3.064874 1.30 0.195 -2.037812 9.983039
698 | 5.282484 4.874174 1.08 0.279 -4.2761 14.84107
699 | 3.085732 2.157178 1.43 0.153 -1.14464 7.316103
1200 | -.5106216 2.714665 -0.19 0.851 -5.834263 4.81302
1201 | 2.685342 1.969112 1.36 0.173 -1.17622 6.546904
1202 | 7.840642 2.972086 2.64 0.008 2.012182 13.6691
1203 | 4.99786 1.897963 2.63 0.009 1.275827 8.719893
1204 | 7.428712 2.531012 2.94 0.003 2.465227 12.3922
1205 | 2.017 2.610702 0.77 0.440 -3.102763 7.136762
1206 | -1.038678 2.083895 -0.50 0.618 -5.125337 3.047981
1207 | 3.936434 2.116778 1.86 0.063 -.2147105 8.087578
1208 | 1.417367 1.496013 0.95 0.344 -1.516415 4.351148
1209 | -1.264445 1.443805 -0.88 0.381 -4.095845 1.566955
1210 | 1.331815 1.96386 0.68 0.498 -2.519447 5.183077
1211 | -.4296147 1.994409 -0.22 0.829 -4.340784 3.481555
1299 | 1.995021 3.653944 0.55 0.585 -5.170611 9.160652
1300 | 2.055862 2.302032 0.89 0.372 -2.458577 6.570302
1301 | -.1289115 1.797443 -0.07 0.943 -3.653819 3.395996
1302 | -1.715993 1.804236 -0.95 0.342 -5.25422 1.822235
1303 | -.5549671 1.527764 -0.36 0.716 -3.551016 2.441082
1304 | 1.439175 1.812203 0.79 0.427 -2.114678 4.993027
1305 | 3.969826 2.183386 1.82 0.069 -.3119411 8.251593
1399 | 2.030742 5.277225 0.38 0.700 -8.318252 12.37974
|
house_administration | -.3761285 1.111998 -0.34 0.735 -2.556832 1.804575
house_agriculture | -.8503053 1.206571 -0.70 0.481 -3.216473 1.515862
house_appropriations | -8.099764 1.856026 -4.36 0.000 -11.73956 -4.459972
house_armedservices | -.6298231 .991355 -0.64 0.525 -2.573937 1.314291
house_budget | -4.301868 1.639193 -2.62 0.009 -7.516436 -1.0873
house_dc | -1.289701 5.380582 -0.24 0.811 -11.84139 9.261983
house_educlabor | -2.795182 .4480728 -6.24 0.000 -3.673883 -1.916481
house_energycommerce | -.8136703 .5679324 -1.43 0.152 -1.927424 .3000834
house_foreignaffairs | -.310313 1.774819 -0.17 0.861 -3.790853 3.170227
house_governmentop | -5.279948 1.948598 -2.71 0.007 -9.101281 -1.458616
house_intelligence | .2731061 2.46121 0.11 0.912 -4.553493 5.099705
house_interior | -4.626031 2.602572 -1.78 0.076 -9.72985 .4777891
house_judiciary | 1.25095 .6646773 1.88 0.060 -.0525266 2.554427
house_mmf | 9.418569 8.080291 1.17 0.244 -6.427428 25.26457
house_pocs | -2.12066 1.318106 -1.61 0.108 -4.705555 .4642351
house_pwt | 2.168423 2.514172 0.86 0.389 -2.762038 7.098884
house_rules | .6526705 2.151223 0.30 0.762 -3.566022 4.871363
house_sst | 5.564263 3.793523 1.47 0.143 -1.875092 13.00362
house_smallbusi | 2.824584 3.138542 0.90 0.368 -3.330308 8.979476
house_soc | 0 (omitted)
house_veterans | -1.827214 .8961231 -2.04 0.042 -3.584571 -.0698558
house_waysandmeans | .0574511 .4009508 0.14 0.886 -.7288404 .8437426
house_naturalresources | .8612481 2.96428 0.29 0.771 -4.951904 6.6744
house_bfs | -.7405535 .9819353 -0.75 0.451 -2.666195 1.185088
house_eeo | -1.637236 1.480336 -1.11 0.269 -4.540275 1.265803
house_govreform | .6082447 .9417483 0.65 0.518 -1.238587 2.455077
house_ir | 5.315631 2.210516 2.40 0.016 .9806611 9.650602
house_natsecur | 4.646571 4.441214 1.05 0.296 -4.062949 13.35609
house_oversight | -1.941105 1.654647 -1.17 0.241 -5.185979 1.303769
house_resources | .7049403 3.048684 0.23 0.817 -5.273734 6.683615
house_science | -.6971898 1.71196 -0.41 0.684 -4.054459 2.660079
house_transp | -3.122409 .9178791 -3.40 0.001 -4.922432 -1.322386
house_homeland | -.336699 2.268401 -0.15 0.882 -4.785187 4.111789
sponsor_democrat | 0 (omitted)
sponsor_rookie | -3.593132 .7475114 -4.81 0.000 -5.059052 -2.127211
sponsor_tenure_run | -.1003386 .0767576 -1.31 0.191 -.2508654 .0501883
sponsor_age | -.012995 .028404 -0.46 0.647 -.0686971 .0427071
leader | .1205766 .6958228 0.17 0.862 -1.243979 1.485132
ivycoll | -.4011827 .6325997 -0.63 0.526 -1.641753 .8393879
black | -2.543017 1.003026 -2.54 0.011 -4.510019 -.5760162
occ0 | -.7736801 .6743348 -1.15 0.251 -2.096096 .5487359
occ1 | .6981267 .7152553 0.98 0.329 -.7045373 2.100791
occ2 | -.219422 .6732233 -0.33 0.745 -1.539658 1.100814
occ3 | -.6677564 .959029 -0.70 0.486 -2.548477 1.212964
occ4 | -1.211782 .8438433 -1.44 0.151 -2.866615 .443052
borninstate | 1.009272 .4220496 2.39 0.017 .1816047 1.83694
tot_bills | -.0403913 .0120276 -3.36 0.001 -.0639782 -.0168044
NE | -1.850494 .7406343 -2.50 0.013 -3.302928 -.3980605
MW | -1.360849 .7651605 -1.78 0.075 -2.861381 .139682
WE | -1.27143 .7193888 -1.77 0.077 -2.6822 .1393397
pct_black | 1.349087 2.307058 0.58 0.559 -3.17521 5.873383
pct_urban | -5.631396 1.820183 -3.09 0.002 -9.200898 -2.061894
pct_for_born | -3.590015 2.88323 -1.25 0.213 -9.244224 2.064193
pct_age_over65 | 13.82614 7.739311 1.79 0.074 -1.351167 29.00345
lninc | .352516 1.075866 0.33 0.743 -1.75733 2.462362
lnpden | -.1015529 .2542923 -0.40 0.690 -.6002372 .3971314
_cons | 15.03924 10.35034 1.45 0.146 -5.258464 35.33695
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 857 1 0 1 1
j = 1 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 o
> cc3 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 = 8,290
F(134, 1868) = .
Prob > F = .
R-squared = 0.1881
Root MSE = 22.93
(Std. Err. adjusted for 1,869 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 6.834732 1.486015 4.60 0.000 3.920308 9.749156
|
v2 |
102 | 1.167171 2.04817 0.57 0.569 -2.849772 5.184114
103 | -3.160827 2.484197 -1.27 0.203 -8.03292 1.711267
104 | .4133345 2.49509 0.17 0.868 -4.480122 5.306791
105 | 3.169576 2.452877 1.29 0.196 -1.641092 7.980244
106 | 5.149836 2.340905 2.20 0.028 .5587712 9.740902
107 | 6.555007 2.465268 2.66 0.008 1.720037 11.38998
108 | .6184569 6.693021 0.09 0.926 -12.50813 13.74504
109 | -1.896777 6.629657 -0.29 0.775 -14.89909 11.10554
110 | -8.375913 6.702253 -1.25 0.212 -21.5206 4.768778
111 | -8.681062 6.758529 -1.28 0.199 -21.93612 4.574001
|
minor |
201 | 9.758949 15.88727 0.61 0.539 -21.39971 40.91761
202 | 8.582517 7.531694 1.14 0.255 -6.188904 23.35394
204 | 14.71251 6.298813 2.34 0.020 2.359063 27.06596
205 | 8.631119 6.437717 1.34 0.180 -3.994755 21.25699
206 | .2221087 3.840598 0.06 0.954 -7.310206 7.754424
207 | -1.587238 2.45218 -0.65 0.518 -6.396539 3.222063
208 | 1.319457 2.667857 0.49 0.621 -3.912837 6.551751
209 | -12.97252 2.452879 -5.29 0.000 -17.78319 -8.16185
299 | 1.855333 3.533063 0.53 0.600 -5.073833 8.784498
300 | 6.956642 3.515882 1.98 0.048 .0611727 13.85211
301 | 3.373919 2.759043 1.22 0.222 -2.037212 8.785051
302 | 4.206088 2.351553 1.79 0.074 -.4058603 8.818036
321 | 9.104509 2.670808 3.41 0.001 3.866429 14.34259
322 | 14.55862 2.731305 5.33 0.000 9.201886 19.91535
323 | 10.60331 2.963921 3.58 0.000 4.790368 16.41626
324 | -3.770254 2.770079 -1.36 0.174 -9.203028 1.662521
325 | 17.68382 3.158599 5.60 0.000 11.48907 23.87857
331 | 20.76256 2.90316 7.15 0.000 15.06878 26.45634
332 | 15.63387 3.094078 5.05 0.000 9.56566 21.70209
333 | 24.17968 5.256276 4.60 0.000 13.87089 34.48847
334 | 13.4127 2.929965 4.58 0.000 7.66635 19.15905
335 | 5.196365 3.611562 1.44 0.150 -1.886756 12.27949
336 | 17.56432 3.263906 5.38 0.000 11.16304 23.96561
341 | 21.69545 5.739342 3.78 0.000 10.43926 32.95165
342 | 19.77898 7.074923 2.80 0.005 5.903393 33.65456
343 | 1.717889 4.26965 0.40 0.687 -6.655898 10.09168
344 | 33.0637 9.965389 3.32 0.001 13.51923 52.60816
398 | 16.0771 3.008546 5.34 0.000 10.17664 21.97757
399 | 10.51309 4.836947 2.17 0.030 1.026701 19.99948
500 | 5.53255 5.213741 1.06 0.289 -4.69282 15.75792
501 | 1.074608 3.211958 0.33 0.738 -5.224796 7.374012
502 | 4.763706 3.305772 1.44 0.150 -1.719689 11.2471
503 | 2.311004 2.278952 1.01 0.311 -2.158556 6.780563
504 | -6.956073 2.615204 -2.66 0.008 -12.0851 -1.827044
505 | -1.135125 2.870628 -0.40 0.693 -6.7651 4.494849
506 | .6042424 4.136425 0.15 0.884 -7.508258 8.716742
508 | 7.527724 3.586682 2.10 0.036 .4933984 14.56205
529 | 8.200266 4.579611 1.79 0.074 -.7814251 17.18196
530 | 6.196388 2.259093 2.74 0.006 1.765775 10.627
599 | -5.149137 5.827291 -0.88 0.377 -16.57782 6.279548
600 | -.7357563 3.005292 -0.24 0.807 -6.62984 5.158327
601 | 9.859348 2.340055 4.21 0.000 5.269951 14.44875
602 | 7.244038 2.490629 2.91 0.004 2.359329 12.12875
603 | 7.607348 4.349445 1.75 0.080 -.922935 16.13763
604 | 12.7867 6.362222 2.01 0.045 .3088902 25.26451
606 | 5.471874 4.260009 1.28 0.199 -2.883004 13.82675
607 | 14.43819 3.463522 4.17 0.000 7.645408 21.23097
609 | 11.36788 5.369248 2.12 0.034 .8375278 21.89824
698 | -5.278833 8.70395 -0.61 0.544 -22.34932 11.79166
699 | 2.907781 5.703064 0.51 0.610 -8.277266 14.09283
1200 | 5.454273 4.567401 1.19 0.233 -3.503472 14.41202
1201 | 12.90365 3.091054 4.17 0.000 6.841365 18.96593
1202 | 8.122788 3.632688 2.24 0.025 .9982332 15.24734
1203 | -.2806867 2.423882 -0.12 0.908 -5.034489 4.473115
1204 | 3.070239 2.394557 1.28 0.200 -1.626049 7.766528
1205 | 5.359868 3.109842 1.72 0.085 -.7392624 11.459
1206 | 5.444516 3.822908 1.42 0.155 -2.053103 12.94214
1207 | 5.188064 2.675802 1.94 0.053 -.0598116 10.43594
1208 | 12.09729 2.576105 4.70 0.000 7.044946 17.14964
1209 | 13.02216 2.330917 5.59 0.000 8.450685 17.59363
1210 | 4.183002 2.381971 1.76 0.079 -.4886022 8.854606
1211 | 11.55978 3.466776 3.33 0.001 4.760618 18.35894
1299 | 10.20031 5.773031 1.77 0.077 -1.121963 21.52258
1300 | 1.864754 3.730232 0.50 0.617 -5.451106 9.180614
1301 | 14.81861 5.295954 2.80 0.005 4.432002 25.20522
1302 | 1.065987 3.822349 0.28 0.780 -6.430538 8.562511
1303 | 5.828863 2.606749 2.24 0.025 .7164154 10.94131
1304 | 15.17698 3.531401 4.30 0.000 8.251078 22.10289
1305 | 7.977125 4.313099 1.85 0.065 -.4818751 16.43613
1399 | 6.904702 7.796658 0.89 0.376 -8.386375 22.19578
|
house_administration | -1.693704 2.661393 -0.64 0.525 -6.91332 3.525913
house_agriculture | 2.404338 2.858226 0.84 0.400 -3.201314 8.00999
house_appropriations | -5.838391 4.391928 -1.33 0.184 -14.45199 2.775211
house_armedservices | 3.228943 1.780257 1.81 0.070 -.2625582 6.720445
house_budget | -5.160699 3.028157 -1.70 0.089 -11.09963 .7782273
house_dc | 8.222145 8.591963 0.96 0.339 -8.628712 25.073
house_educlabor | -1.021183 1.03194 -0.99 0.323 -3.04506 1.002694
house_energycommerce | 7.465609 .8968157 8.32 0.000 5.706743 9.224476
house_foreignaffairs | 6.089166 3.905691 1.56 0.119 -1.570811 13.74914
house_governmentop | -1.658545 3.48336 -0.48 0.634 -8.490231 5.173141
house_intelligence | 1.817625 10.13105 0.18 0.858 -18.05175 21.687
house_interior | 22.21955 11.85124 1.87 0.061 -1.023513 45.46262
house_judiciary | -2.887103 .9065604 -3.18 0.001 -4.665081 -1.109126
house_mmf | -5.928301 3.696436 -1.60 0.109 -13.17788 1.321278
house_pocs | .8834495 3.125738 0.28 0.777 -5.246857 7.013756
house_pwt | -8.971585 4.114105 -2.18 0.029 -17.04031 -.902859
house_rules | -4.221069 2.502343 -1.69 0.092 -9.128752 .6866129
house_sst | -5.132771 10.42458 -0.49 0.623 -25.57782 15.31228
house_smallbusi | 6.045147 6.219103 0.97 0.331 -6.151974 18.24227
house_soc | 0 (omitted)
house_veterans | 5.07258 1.9849 2.56 0.011 1.179725 8.965435
house_waysandmeans | -3.009216 .8262254 -3.64 0.000 -4.629638 -1.388794
house_naturalresources | -3.396321 3.677444 -0.92 0.356 -10.60865 3.81601
house_bfs | -5.057185 1.940646 -2.61 0.009 -8.863248 -1.251122
house_eeo | -4.3759 1.930709 -2.27 0.024 -8.162473 -.5893269
house_govreform | 1.842531 1.63179 1.13 0.259 -1.357791 5.042854
house_ir | .0743263 3.395539 0.02 0.983 -6.585122 6.733775
house_natsecur | 2.279577 3.35819 0.68 0.497 -4.306621 8.865775
house_oversight | .1184486 2.830402 0.04 0.967 -5.432635 5.669532
house_resources | -2.008932 3.532504 -0.57 0.570 -8.937001 4.919138
house_science | 5.965957 4.452669 1.34 0.180 -2.766772 14.69869
house_transp | 2.162568 2.585961 0.84 0.403 -2.909109 7.234245
house_homeland | -8.482801 1.76782 -4.80 0.000 -11.94991 -5.015691
sponsor_democrat | 0 (omitted)
sponsor_rookie | -5.347648 1.147604 -4.66 0.000 -7.598369 -3.096928
sponsor_tenure_run | -.0879642 .1538086 -0.57 0.567 -.3896189 .2136906
sponsor_age | -.0242582 .045121 -0.54 0.591 -.1127511 .0642348
leader | -2.756823 1.059907 -2.60 0.009 -4.835549 -.6780976
ivycoll | -.0899375 1.385426 -0.06 0.948 -2.807083 2.627208
black | -2.966596 5.137679 -0.58 0.564 -13.04279 7.109599
occ0 | 6.938579 1.31159 5.29 0.000 4.366243 9.510915
occ1 | 6.328299 1.625241 3.89 0.000 3.140819 9.515779
occ2 | 5.74981 1.159765 4.96 0.000 3.475239 8.024381
occ3 | -.4443537 1.420632 -0.31 0.754 -3.230546 2.341838
occ4 | 2.0361 1.031857 1.97 0.049 .0123864 4.059813
borninstate | .6702882 .7539021 0.89 0.374 -.8082909 2.148867
tot_bills | -.0349032 .0296933 -1.18 0.240 -.0931388 .0233324
NE | 3.827131 1.286306 2.98 0.003 1.304383 6.349879
MW | 3.685344 1.025183 3.59 0.000 1.674719 5.695968
WE | -.9440725 1.236934 -0.76 0.445 -3.369991 1.481846
pct_black | 2.089562 5.609036 0.37 0.710 -8.911075 13.0902
pct_urban | 1.744248 2.77716 0.63 0.530 -3.702415 7.190911
pct_for_born | 19.96266 8.755988 2.28 0.023 2.790111 37.13521
pct_age_over65 | 39.73894 9.608566 4.14 0.000 20.89429 58.5836
lninc | 4.99505 3.124472 1.60 0.110 -1.132774 11.12287
lnpden | -.5252149 .4296114 -1.22 0.222 -1.367784 .317354
_cons | -48.51472 31.07988 -1.56 0.119 -109.4696 12.44021
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 668 1 0 1 1
j = 2 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 MV1_female femaleXMV1_female if tag_bill==1 & sample==1 & abs(MV1_female)<=15.71585796583256 & women_friend1==1, rob
> ust cluster(group_sponsor)
Linear regression Number of obs = 916
F(13, 199) = 0.96
Prob > F = 0.4915
R-squared = 0.0578
Root MSE = 22.577
(Std. Err. adjusted for 200 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
pct_cosponsors_~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | 4.965159 5.641998 0.88 0.380 -6.160617 16.09093
|
v2 |
102 | 17.19973 12.60664 1.36 0.174 -7.66001 42.05947
103 | -5.000976 4.196456 -1.19 0.235 -13.2762 3.274252
104 | -1.084406 4.913635 -0.22 0.826 -10.77388 8.605068
105 | -4.077842 4.357309 -0.94 0.350 -12.67026 4.514581
106 | -2.523795 3.906095 -0.65 0.519 -10.22644 5.178855
107 | 1.692541 5.492123 0.31 0.758 -9.137687 12.52277
108 | 1.100347 7.545011 0.15 0.884 -13.77809 15.97878
109 | 3.60857 4.291721 0.84 0.401 -4.854516 12.07166
110 | -3.322558 4.514305 -0.74 0.463 -12.22457 5.579456
111 | -3.23266 5.662833 -0.57 0.569 -14.39952 7.934201
|
MV1_female | -.0708116 .2741802 -0.26 0.796 -.6114831 .4698599
femaleXMV1_female | -.2410709 .5886413 -0.41 0.683 -1.401846 .9197042
_cons | 16.29678 4.301154 3.79 0.000 7.815089 24.77846
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 72 1 0 1 1
j = 2 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 MV1_female femaleXMV1_female if sponsor_party==100 & tag_bill==1 & sample==1 & abs(MV1_female)<=24.47749468503319 &
> women_friend1==1, robust cluster(group_sponsor)
Linear regression Number of obs = 708
F(13, 149) = 0.71
Prob > F = 0.7472
R-squared = 0.0125
Root MSE = 16.441
(Std. Err. adjusted for 150 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
pct_cosponsors_~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | -1.893984 2.629685 -0.72 0.473 -7.090276 3.302307
|
v2 |
102 | -1.099096 3.432064 -0.32 0.749 -7.880899 5.682707
103 | -2.476469 3.528198 -0.70 0.484 -9.448235 4.495297
104 | -4.79924 3.678433 -1.30 0.194 -12.06787 2.469392
105 | -5.865167 3.100866 -1.89 0.061 -11.99252 .2621852
106 | -2.433524 3.160562 -0.77 0.443 -8.678837 3.811788
107 | -4.986348 3.265501 -1.53 0.129 -11.43902 1.466325
108 | -5.601176 3.605335 -1.55 0.122 -12.72537 1.523013
109 | -1.873007 3.645398 -0.51 0.608 -9.076361 5.330346
110 | -3.697308 3.564334 -1.04 0.301 -10.74048 3.345862
111 | -2.186064 4.528091 -0.48 0.630 -11.13363 6.761504
|
MV1_female | .1540352 .1455686 1.06 0.292 -.1336104 .4416807
femaleXMV1_female | -.0995131 .1902571 -0.52 0.602 -.4754637 .2764375
_cons | 15.71711 3.418773 4.60 0.000 8.96157 22.47265
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 60 1 0 1 1
j = 2 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
reg pct_cosponsors_opposite sponsor_female i.v2 MV1_female femaleXMV1_female if sponsor_party==200 & tag_bill==1 & sample==1 & abs(MV1_female)<=11.12080711934915 &
> women_friend1==1, robust cluster(group_sponsor)
Linear regression Number of obs = 338
F(13, 73) = 6.01
Prob > F = 0.0000
R-squared = 0.2083
Root MSE = 24.819
(Std. Err. adjusted for 74 clusters in group_sponsor)
-----------------------------------------------------------------------------------
| Robust
pct_cosponsors_~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
------------------+----------------------------------------------------------------
sponsor_female | 24.26094 10.65417 2.28 0.026 3.027206 45.49468
|
v2 |
102 | 18.18463 10.49938 1.73 0.088 -2.740594 39.10986
103 | -7.185107 7.922393 -0.91 0.367 -22.97441 8.604199
104 | -6.067758 6.915237 -0.88 0.383 -19.84981 7.714291
105 | -8.854774 8.203274 -1.08 0.284 -25.20387 7.494327
106 | -5.460955 7.191495 -0.76 0.450 -19.79358 8.871673
107 | 4.614791 7.930491 0.58 0.562 -11.19065 20.42024
108 | 4.085214 10.03864 0.41 0.685 -15.92177 24.0922
109 | -4.749473 8.036328 -0.59 0.556 -20.76585 11.26691
110 | -13.09702 7.978363 -1.64 0.105 -28.99788 2.803836
111 | -17.15101 8.887035 -1.93 0.058 -34.86284 .560827
|
MV1_female | -.2619955 .5721532 -0.46 0.648 -1.402295 .8783042
femaleXMV1_female | -1.418415 1.2288 -1.15 0.252 -3.867409 1.030579
_cons | 20.66441 7.385209 2.80 0.007 5.945707 35.38311
-----------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 26 1 0 1 1
j = 3 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(58,109 missing values generated)
(59,925 missing values generated)
(1,816 real changes made)
reg pct_cosponsors_opposite 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)
> <=15.71585796583256, robust cluster(group_sponsor)
(sum of wgt is 1,924.94078838825)
note: house_dc omitted because of collinearity
note: house_smallbusi omitted because of collinearity
note: house_soc omitted because of collinearity
Linear regression Number of obs = 916
F(97, 199) = .
Prob > F = .
R-squared = 0.2375
Root MSE = 22.462
(Std. Err. adjusted for 200 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 5.475489 6.077837 0.90 0.369 -6.50974 17.46072
|
v2 |
102 | 20.2645 11.77712 1.72 0.087 -2.959474 43.48847
103 | -5.233746 4.270093 -1.23 0.222 -13.65418 3.186692
104 | .9721452 5.360221 0.18 0.856 -9.597978 11.54227
105 | -1.144462 4.276293 -0.27 0.789 -9.577126 7.288203
106 | -1.369012 3.986071 -0.34 0.732 -9.22937 6.491346
107 | 4.720344 6.110533 0.77 0.441 -7.329362 16.77005
108 | 6.900155 9.758965 0.71 0.480 -12.3441 26.14441
109 | 3.491748 4.491958 0.78 0.438 -5.366197 12.34969
110 | -1.246319 4.720064 -0.26 0.792 -10.55408 8.061442
111 | -3.115557 6.974685 -0.45 0.656 -16.86933 10.63822
|
MV1_female | -.1436756 .2782958 -0.52 0.606 -.6924629 .4051116
femaleXMV1_female | -.2858581 .6375319 -0.45 0.654 -1.543043 .9713271
|
minor |
202 | 43.44485 10.16201 4.28 0.000 23.40581 63.48388
204 | 10.94585 12.78592 0.86 0.393 -14.26743 36.15912
205 | -2.103972 9.418852 -0.22 0.823 -20.67754 16.46959
206 | 2.476337 10.04371 0.25 0.806 -17.32943 22.28211
207 | -3.086739 5.433958 -0.57 0.571 -13.80227 7.628789
208 | -5.295391 6.723601 -0.79 0.432 -18.55404 7.963258
209 | -10.68856 5.542607 -1.93 0.055 -21.61834 .2412179
300 | 11.17002 13.47349 0.83 0.408 -15.39912 37.73915
301 | 13.31639 8.387074 1.59 0.114 -3.22256 29.85533
302 | 9.157669 6.653753 1.38 0.170 -3.963243 22.27858
321 | -.3616107 7.354991 -0.05 0.961 -14.86533 14.14211
322 | 12.57373 7.456637 1.69 0.093 -2.130438 27.27789
323 | 14.72813 11.49045 1.28 0.201 -7.930534 37.38679
324 | -11.27376 6.170296 -1.83 0.069 -23.44132 .8937935
325 | 14.23883 7.598428 1.87 0.062 -.7449414 29.2226
331 | 18.27418 7.579581 2.41 0.017 3.327576 33.22079
332 | 6.433557 7.723366 0.83 0.406 -8.796586 21.6637
333 | 17.7778 11.81152 1.51 0.134 -5.514001 41.06961
334 | 13.84639 8.224334 1.68 0.094 -2.371643 30.06442
335 | -3.550341 7.794482 -0.46 0.649 -18.92072 11.82004
336 | 12.19458 8.478257 1.44 0.152 -4.524177 28.91333
341 | 5.365495 10.26755 0.52 0.602 -14.88166 25.61266
342 | .5878997 6.827008 0.09 0.931 -12.87466 14.05046
343 | 3.535986 7.609706 0.46 0.643 -11.47002 18.54199
344 | -19.84685 6.926621 -2.87 0.005 -33.50584 -6.187851
398 | 11.84081 9.045954 1.31 0.192 -5.997421 29.67904
399 | 19.23367 16.68995 1.15 0.251 -13.67819 52.14554
500 | -35.19178 15.35375 -2.29 0.023 -65.46871 -4.914853
501 | -22.46536 9.069874 -2.48 0.014 -40.35076 -4.579965
502 | -1.840757 6.809399 -0.27 0.787 -15.2686 11.58708
503 | 5.142573 6.493118 0.79 0.429 -7.661573 17.94672
504 | -9.965886 5.407607 -1.84 0.067 -20.62945 .6976799
505 | -9.466658 5.973657 -1.58 0.115 -21.24645 2.313133
506 | -11.45221 5.812796 -1.97 0.050 -22.91479 .0103736
508 | -4.15518 5.729949 -0.73 0.469 -15.45439 7.144031
530 | 8.867971 5.543205 1.60 0.111 -2.062988 19.79893
599 | 10.1527 6.535096 1.55 0.122 -2.734229 23.03962
600 | -7.970952 7.335497 -1.09 0.279 -22.43623 6.494329
601 | 7.454632 7.268212 1.03 0.306 -6.877967 21.78723
602 | -6.278852 5.674811 -1.11 0.270 -17.46933 4.911628
603 | -7.851939 7.142127 -1.10 0.273 -21.9359 6.232024
604 | -17.97662 6.532486 -2.75 0.006 -30.8584 -5.094841
606 | -3.469906 8.672183 -0.40 0.689 -20.57107 13.63126
607 | -5.714191 6.632219 -0.86 0.390 -18.79264 7.364256
609 | .5680128 9.83582 0.06 0.954 -18.8278 19.96382
698 | -6.80108 9.311573 -0.73 0.466 -25.1631 11.56094
699 | -6.815086 5.711611 -1.19 0.234 -18.07814 4.447964
1200 | -15.13015 10.4854 -1.44 0.151 -35.80689 5.546597
1201 | 22.72709 12.09263 1.88 0.062 -1.119059 46.57323
1202 | -8.691382 7.019034 -1.24 0.217 -22.53261 5.149848
1203 | 8.187561 7.90507 1.04 0.302 -7.400893 23.77601
1204 | 9.908592 8.278981 1.20 0.233 -6.417198 26.23438
1205 | 13.92666 9.015384 1.54 0.124 -3.851288 31.7046
1206 | -1.064349 8.739324 -0.12 0.903 -18.29792 16.16922
1207 | 19.36009 8.820439 2.19 0.029 1.966572 36.75362
1208 | 1.051773 7.431737 0.14 0.888 -13.60329 15.70684
1209 | 5.111134 5.670727 0.90 0.369 -6.071293 16.29356
1210 | 9.041813 7.127446 1.27 0.206 -5.013201 23.09683
1211 | -3.196758 5.483961 -0.58 0.561 -14.01089 7.617374
1299 | 37.85201 5.743852 6.59 0.000 26.52538 49.17864
1300 | -1.488662 7.98548 -0.19 0.852 -17.23568 14.25836
1301 | -2.99733 11.86923 -0.25 0.801 -26.40293 20.40827
1302 | 15.53339 25.87809 0.60 0.549 -35.49708 66.56386
1303 | 13.11836 7.21519 1.82 0.071 -1.109682 27.3464
1304 | 17.95586 11.38067 1.58 0.116 -4.486322 40.39805
1305 | -10.48856 5.410737 -1.94 0.054 -21.1583 .1811742
1399 | -8.491084 7.40761 -1.15 0.253 -23.09857 6.116401
|
house_administration | -8.373329 9.747738 -0.86 0.391 -27.59545 10.84879
house_agriculture | -6.548487 3.301712 -1.98 0.049 -13.05932 -.037654
house_appropriations | -.8608451 7.049517 -0.12 0.903 -14.76219 13.0405
house_armedservices | -9.012542 5.205382 -1.73 0.085 -19.27733 1.252245
house_budget | -1.781996 9.576327 -0.19 0.853 -20.6661 17.10211
house_dc | 0 (omitted)
house_educlabor | 4.422478 3.643054 1.21 0.226 -2.761466 11.60642
house_energycommerce | -2.598008 3.269476 -0.79 0.428 -9.045273 3.849257
house_foreignaffairs | 7.751945 8.716254 0.89 0.375 -9.436129 24.94002
house_governmentop | -27.85364 9.774144 -2.85 0.005 -47.12783 -8.579452
house_intelligence | 43.70852 12.35081 3.54 0.001 19.35325 68.06379
house_interior | -19.78855 11.35904 -1.74 0.083 -42.18807 2.610981
house_judiciary | -4.290592 3.279556 -1.31 0.192 -10.75773 2.17655
house_mmf | 29.50567 7.451745 3.96 0.000 14.81116 44.20019
house_pocs | -7.079274 5.660205 -1.25 0.213 -18.24095 4.082405
house_pwt | 23.49242 6.195131 3.79 0.000 11.27589 35.70895
house_rules | -10.7832 10.46499 -1.03 0.304 -31.4197 9.853307
house_sst | 30.74488 8.340792 3.69 0.000 14.2972 47.19255
house_smallbusi | 0 (omitted)
house_soc | 0 (omitted)
house_veterans | -4.552533 4.284195 -1.06 0.289 -13.00078 3.895713
house_waysandmeans | -1.53551 2.850306 -0.54 0.591 -7.156189 4.08517
house_naturalresources | 13.01627 17.98776 0.72 0.470 -22.45482 48.48735
house_bfs | 6.253178 5.10727 1.22 0.222 -3.818137 16.32449
house_eeo | 3.013227 4.843322 0.62 0.535 -6.537594 12.56405
house_govreform | -2.527718 5.424922 -0.47 0.642 -13.22543 8.169992
house_ir | -.6362224 9.562471 -0.07 0.947 -19.493 18.22055
house_natsecur | -12.08753 14.17782 -0.85 0.395 -40.04558 15.87052
house_oversight | -6.984544 9.169088 -0.76 0.447 -25.06559 11.0965
house_resources | 16.24722 13.08379 1.24 0.216 -9.553443 42.04788
house_science | .8419116 5.62112 0.15 0.881 -10.24269 11.92652
house_transp | -7.869231 8.316892 -0.95 0.345 -24.26978 8.531318
house_homeland | -3.681735 8.106342 -0.45 0.650 -19.66709 12.30362
_cons | 11.19619 5.330401 2.10 0.037 .6848723 21.70751
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 72 1 0 1 1
j = 3 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(59,825 missing values generated)
(60,547 missing values generated)
(722 real changes made)
reg pct_cosponsors_opposite 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 & abs(MV1_female)<=24.47749468503319, robust cluster(group_sponsor)
(sum of wgt is 1,578.30547392368)
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 = 708
F(88, 149) = .
Prob > F = .
R-squared = 0.2492
Root MSE = 14.93
(Std. Err. adjusted for 150 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -3.349044 2.799734 -1.20 0.234 -8.881356 2.183267
|
v2 |
102 | -2.107597 3.142358 -0.67 0.503 -8.316938 4.101744
103 | -4.164067 3.871094 -1.08 0.284 -11.8134 3.485266
104 | -.9948848 4.259562 -0.23 0.816 -9.411836 7.422066
105 | -7.992555 3.551151 -2.25 0.026 -15.00968 -.9754349
106 | -4.627997 3.434636 -1.35 0.180 -11.41488 2.158889
107 | -6.534353 3.690599 -1.77 0.079 -13.82702 .7583188
108 | -9.453795 3.755865 -2.52 0.013 -16.87543 -2.032156
109 | -4.366837 3.868648 -1.13 0.261 -12.01134 3.277662
110 | -3.820367 4.194028 -0.91 0.364 -12.10782 4.467088
111 | -5.415856 4.028454 -1.34 0.181 -13.37613 2.544423
|
MV1_female | .3002545 .1524146 1.97 0.051 -.0009187 .6014277
femaleXMV1_female | -.2874733 .2072327 -1.39 0.167 -.6969679 .1220213
|
minor |
202 | 15.72377 19.69508 0.80 0.426 -23.19396 54.6415
205 | -3.507014 11.61499 -0.30 0.763 -26.45839 19.44437
206 | -21.48184 10.01485 -2.14 0.034 -41.27132 -1.692371
207 | -12.39171 9.611767 -1.29 0.199 -31.38468 6.601272
208 | -12.56526 10.42491 -1.21 0.230 -33.16502 8.034489
300 | -1.681408 15.7926 -0.11 0.915 -32.88778 29.52497
301 | .4309016 12.75083 0.03 0.973 -24.76491 25.62671
302 | -7.429594 11.29539 -0.66 0.512 -29.74944 14.89025
321 | -5.48729 12.44001 -0.44 0.660 -30.06891 19.09433
322 | -6.337228 13.29419 -0.48 0.634 -32.60673 19.93227
323 | 10.24897 15.22806 0.67 0.502 -19.84189 40.33982
324 | -7.852438 9.53523 -0.82 0.412 -26.69418 10.9893
325 | 1.288323 12.44476 0.10 0.918 -23.30268 25.87933
331 | 3.106723 12.10914 0.26 0.798 -20.8211 27.03455
332 | -12.29328 11.29775 -1.09 0.278 -34.61777 10.03122
333 | -8.434621 12.04702 -0.70 0.485 -32.23969 15.37045
334 | 8.151501 12.69076 0.64 0.522 -16.92561 33.22861
335 | -9.001886 12.87708 -0.70 0.486 -34.44716 16.44339
336 | -6.009166 12.17367 -0.49 0.622 -30.0645 18.04617
341 | -7.46171 11.11436 -0.67 0.503 -29.42383 14.50041
342 | 4.000487 18.91927 0.21 0.833 -33.38423 41.3852
343 | 3.701262 12.89402 0.29 0.774 -21.7775 29.18002
344 | -22.63821 10.6693 -2.12 0.036 -43.72089 -1.555524
398 | -10.08592 11.63962 -0.87 0.388 -33.08596 12.91412
399 | -10.44034 12.49947 -0.84 0.405 -35.13946 14.25878
500 | -31.22233 12.29489 -2.54 0.012 -55.5172 -6.927453
501 | -14.18686 10.68309 -1.33 0.186 -35.29678 6.923071
502 | -7.193028 10.69029 -0.67 0.502 -28.31718 13.93112
503 | -8.838891 11.50937 -0.77 0.444 -31.58157 13.90378
504 | -7.513261 11.12515 -0.68 0.501 -29.49671 14.47019
505 | -14.4823 10.39196 -1.39 0.166 -35.01695 6.052355
506 | -14.5806 10.94972 -1.33 0.185 -36.21739 7.056186
508 | -14.37109 9.988272 -1.44 0.152 -34.10805 5.365866
530 | -1.891314 9.170001 -0.21 0.837 -20.01136 16.22873
600 | -12.19555 11.27167 -1.08 0.281 -34.46851 10.07741
601 | -1.614463 11.14246 -0.14 0.885 -23.63211 20.40318
602 | -13.55651 10.07531 -1.35 0.181 -33.46545 6.352429
603 | -9.31572 11.16715 -0.83 0.405 -31.38216 12.75072
604 | -17.60103 10.51711 -1.67 0.096 -38.38298 3.180921
606 | -7.902631 13.23139 -0.60 0.551 -34.04804 18.24278
607 | -11.94817 10.13097 -1.18 0.240 -31.9671 8.070752
609 | -10.31351 11.89923 -0.87 0.387 -33.82654 13.19951
698 | -8.572572 11.39951 -0.75 0.453 -31.09814 13.953
699 | -10.25307 10.7603 -0.95 0.342 -31.51556 11.00943
1200 | -13.9093 10.41123 -1.34 0.184 -34.48202 6.66342
1201 | -3.180827 12.16629 -0.26 0.794 -27.22157 20.85992
1202 | -19.14473 10.27934 -1.86 0.065 -39.45685 1.16738
1203 | -2.789569 14.72338 -0.19 0.850 -31.88315 26.30402
1204 | -2.844235 10.69006 -0.27 0.791 -23.96794 18.27947
1205 | 4.748692 15.89471 0.30 0.766 -26.65947 36.15686
1206 | -15.30918 10.09614 -1.52 0.132 -35.25927 4.640919
1207 | 10.99526 9.234682 1.19 0.236 -7.252595 29.24311
1208 | -9.213603 10.86306 -0.85 0.398 -30.67916 12.25196
1209 | -7.447419 10.14469 -0.73 0.464 -27.49345 12.59862
1210 | -9.480321 11.65446 -0.81 0.417 -32.5097 13.54905
1211 | -18.85147 11.14532 -1.69 0.093 -40.87476 3.171825
1299 | -15.98834 10.24682 -1.56 0.121 -36.23619 4.259512
1300 | -14.44626 11.04677 -1.31 0.193 -36.27482 7.382294
1301 | -.7581341 12.21388 -0.06 0.951 -24.89293 23.37666
1302 | -19.45613 10.65181 -1.83 0.070 -40.50424 1.591984
1303 | -13.40994 11.23643 -1.19 0.235 -35.61327 8.793394
1304 | -4.826227 12.94235 -0.37 0.710 -30.40049 20.74803
1305 | 17.41773 10.50731 1.66 0.099 -3.344865 38.18032
1399 | -20.29719 10.68723 -1.90 0.059 -41.41529 .8209162
|
house_administration | -1.52684 5.916395 -0.26 0.797 -13.21771 10.16403
house_agriculture | -1.849888 3.923385 -0.47 0.638 -9.602547 5.902772
house_appropriations | 3.63354 4.942757 0.74 0.463 -6.133413 13.40049
house_armedservices | -5.40084 3.678199 -1.47 0.144 -12.66901 1.867329
house_budget | -5.844196 8.235304 -0.71 0.479 -22.11727 10.42887
house_dc | -13.23433 5.664509 -2.34 0.021 -24.42747 -2.041182
house_educlabor | .666356 1.97783 0.34 0.737 -3.241862 4.574574
house_energycommerce | -2.239269 3.385457 -0.66 0.509 -8.928976 4.450439
house_foreignaffairs | 0 (omitted)
house_governmentop | -13.20496 6.719069 -1.97 0.051 -26.48193 .0720082
house_intelligence | 22.93439 9.207456 2.49 0.014 4.740333 41.12844
house_interior | -3.428728 5.874144 -0.58 0.560 -15.03611 8.178658
house_judiciary | 1.304838 3.518361 0.37 0.711 -5.64749 8.257165
house_mmf | 39.7702 6.189571 6.43 0.000 27.53953 52.00087
house_pocs | -3.384497 4.895913 -0.69 0.490 -13.05889 6.28989
house_pwt | 11.49716 15.05659 0.76 0.446 -18.25485 41.24917
house_rules | .9942171 16.34494 0.06 0.952 -31.3036 33.29203
house_sst | 26.52769 4.833333 5.49 0.000 16.97696 36.07842
house_smallbusi | 0 (omitted)
house_soc | 0 (omitted)
house_veterans | 2.432732 3.78265 0.64 0.521 -5.041835 9.907299
house_waysandmeans | 3.569169 2.097238 1.70 0.091 -.5750008 7.713338
house_naturalresources | -8.609805 13.00769 -0.66 0.509 -34.31317 17.09356
house_bfs | 2.718193 5.876654 0.46 0.644 -8.894152 14.33054
house_eeo | -11.29399 2.763362 -4.09 0.000 -16.75443 -5.833553
house_govreform | 3.449621 4.686318 0.74 0.463 -5.810605 12.70985
house_ir | -.5224919 4.626612 -0.11 0.910 -9.664739 8.619755
house_natsecur | 14.30103 6.342471 2.25 0.026 1.76822 26.83383
house_oversight | -6.170023 7.79717 -0.79 0.430 -21.57733 9.237288
house_resources | -13.04084 9.56431 -1.36 0.175 -31.94005 5.85836
house_science | -3.369906 3.238181 -1.04 0.300 -9.768594 3.028782
house_transp | -3.293691 11.53592 -0.29 0.776 -26.08882 19.50144
house_homeland | 18.97249 6.817006 2.78 0.006 5.501993 32.44298
_cons | 25.28378 10.88149 2.32 0.022 3.781814 46.78575
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 60 1 0 1 1
j = 3 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(60,738 missing values generated)
(61,776 missing values generated)
(1,038 real changes made)
reg pct_cosponsors_opposite 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 & abs(MV1_female)<=11.12080711934915, robust cluster(group_sponsor)
(sum of wgt is 604.4806166887283)
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_ir omitted because of collinearity
note: house_natsecur omitted because of collinearity
note: house_resources omitted because of collinearity
note: house_science omitted because of collinearity
note: house_homeland omitted because of collinearity
Linear regression Number of obs = 324
F(67, 71) = .
Prob > F = .
R-squared = 0.5800
Root MSE = 22.764
(Std. Err. adjusted for 72 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 11.67264 7.690554 1.52 0.134 -3.661895 27.00716
|
v2 |
103 | -23.60279 7.599897 -3.11 0.003 -38.75655 -8.449021
104 | -14.00359 9.617318 -1.46 0.150 -33.17998 5.172795
105 | -22.61424 7.733308 -2.92 0.005 -38.03402 -7.194462
106 | -20.81275 8.823534 -2.36 0.021 -38.40638 -3.219128
107 | -9.827537 9.412931 -1.04 0.300 -28.59639 8.941315
108 | -13.74603 11.07446 -1.24 0.219 -35.82787 8.335808
109 | -19.27914 10.53056 -1.83 0.071 -40.27648 1.718207
110 | -27.49141 6.750233 -4.07 0.000 -40.95099 -14.03183
111 | -37.42598 13.88117 -2.70 0.009 -65.10424 -9.747721
|
MV1_female | -.2639825 .7394806 -0.36 0.722 -1.738465 1.2105
femaleXMV1_female | .2742946 1.230094 0.22 0.824 -2.178443 2.727032
|
minor |
202 | 42.71338 17.1354 2.49 0.015 8.54637 76.88039
204 | 13.63335 16.76648 0.81 0.419 -19.79807 47.06476
206 | 9.706269 16.61346 0.58 0.561 -23.42003 42.83257
207 | 7.532888 8.421042 0.89 0.374 -9.258193 24.32397
208 | -3.726482 13.11053 -0.28 0.777 -29.86815 22.41518
209 | 4.402654 11.60236 0.38 0.705 -18.73179 27.5371
300 | 1.861158 19.99673 0.09 0.926 -38.01118 41.7335
301 | 16.97021 15.09183 1.12 0.265 -13.12204 47.06246
302 | 24.53429 10.83516 2.26 0.027 2.929597 46.13899
321 | -.7116334 14.41018 -0.05 0.961 -29.44472 28.02146
322 | 16.96436 14.1049 1.20 0.233 -11.16001 45.08874
323 | 17.71793 18.11395 0.98 0.331 -18.40026 53.83613
324 | -19.55621 11.41704 -1.71 0.091 -42.32115 3.208725
325 | 36.05154 12.38563 2.91 0.005 11.3553 60.74777
331 | 48.59443 11.5436 4.21 0.000 25.57714 71.61172
332 | 45.13052 9.659849 4.67 0.000 25.86933 64.39172
333 | 65.54401 9.939127 6.59 0.000 45.72596 85.36207
334 | 8.43744 11.87751 0.71 0.480 -15.24565 32.12053
335 | -10.96584 10.7812 -1.02 0.313 -32.46294 10.53125
336 | 24.87521 12.09175 2.06 0.043 .764941 48.98547
341 | 7.344173 18.51519 0.40 0.693 -29.57407 44.26241
343 | 38.04079 18.0314 2.11 0.038 2.087196 73.99439
398 | 31.37013 16.84654 1.86 0.067 -2.220928 64.96118
399 | 36.83507 24.52347 1.50 0.138 -12.06333 85.73348
500 | -19.73477 17.27735 -1.14 0.257 -54.18483 14.71528
503 | 14.64237 8.391477 1.74 0.085 -2.089761 31.3745
505 | -12.50659 10.13579 -1.23 0.221 -32.71679 7.703603
508 | 23.91719 10.63794 2.25 0.028 2.705737 45.12864
530 | 11.48825 9.442435 1.22 0.228 -7.339433 30.31593
599 | 27.00701 10.44721 2.59 0.012 6.175864 47.83816
600 | -14.87813 11.18428 -1.33 0.188 -37.17895 7.422678
601 | 1.956865 10.28238 0.19 0.850 -18.54561 22.45934
602 | -3.678492 11.32752 -0.32 0.746 -26.26492 18.90794
603 | 5.201872 11.97267 0.43 0.665 -18.67095 29.07469
604 | -10.70726 9.28973 -1.15 0.253 -29.23046 7.815934
606 | 1.95315 10.02062 0.19 0.846 -18.0274 21.9337
607 | 9.293708 12.41642 0.75 0.457 -15.46393 34.05134
609 | 2.685323 9.330419 0.29 0.774 -15.919 21.28965
699 | -12.97306 9.986016 -1.30 0.198 -32.88461 6.938488
1202 | 3.199065 10.56152 0.30 0.763 -17.86 24.25813
1203 | 13.99424 11.98948 1.17 0.247 -9.912113 37.90059
1204 | 19.50668 10.21899 1.91 0.060 -.8694147 39.88278
1205 | 18.92319 12.35291 1.53 0.130 -5.707807 43.55419
1206 | 16.80224 25.67067 0.65 0.515 -34.38363 67.9881
1207 | 13.05657 12.39594 1.05 0.296 -11.66024 37.77338
1208 | 15.30106 21.22461 0.72 0.473 -27.01962 57.62173
1209 | 15.29563 9.440472 1.62 0.110 -3.528141 34.11939
1210 | 6.65481 9.396187 0.71 0.481 -12.08065 25.39027
1211 | .6838601 9.157345 0.07 0.941 -17.57537 18.94309
1300 | -12.23263 31.9974 -0.38 0.703 -76.03362 51.56837
1302 | 61.37646 9.155021 6.70 0.000 43.12187 79.63106
1303 | 28.10172 9.538465 2.95 0.004 9.082565 47.12088
1304 | 34.87209 15.71452 2.22 0.030 3.538231 66.20594
1399 | -4.660334 13.96153 -0.33 0.740 -32.49883 23.17816
|
house_administration | 1.946804 16.06326 0.12 0.904 -30.08243 33.97604
house_agriculture | 15.36556 29.43776 0.52 0.603 -43.33168 74.06279
house_appropriations | -13.55357 10.41276 -1.30 0.197 -34.31603 7.208887
house_armedservices | -13.02491 9.09482 -1.43 0.156 -31.15946 5.10965
house_budget | 19.34227 15.48764 1.25 0.216 -11.53921 50.22375
house_dc | 0 (omitted)
house_educlabor | 9.988811 8.588727 1.16 0.249 -7.136624 27.11425
house_energycommerce | 1.843301 6.161852 0.30 0.766 -10.44308 14.12968
house_foreignaffairs | 9.712559 14.85986 0.65 0.515 -19.91716 39.34228
house_governmentop | 14.21863 16.9915 0.84 0.406 -19.66145 48.09871
house_intelligence | 72.04538 13.49788 5.34 0.000 45.13138 98.95938
house_interior | 0 (omitted)
house_judiciary | -7.25308 6.138176 -1.18 0.241 -19.49226 4.986096
house_mmf | 0 (omitted)
house_pocs | 0 (omitted)
house_pwt | -9.245741 22.32558 -0.41 0.680 -53.76168 35.2702
house_rules | -28.06087 12.96233 -2.16 0.034 -53.90703 -2.214722
house_sst | 0 (omitted)
house_smallbusi | 0 (omitted)
house_soc | 0 (omitted)
house_veterans | 1.107823 8.707767 0.13 0.899 -16.25497 18.47062
house_waysandmeans | -3.742913 7.386192 -0.51 0.614 -18.47056 10.98474
house_naturalresources | 0 (omitted)
house_bfs | 16.62034 12.74882 1.30 0.197 -8.800079 42.04076
house_eeo | -3.529572 10.97806 -0.32 0.749 -25.41921 18.36006
house_govreform | -6.078443 8.206569 -0.74 0.461 -22.44188 10.28499
house_ir | 0 (omitted)
house_natsecur | 0 (omitted)
house_oversight | 8.582255 17.08137 0.50 0.617 -25.47702 42.64153
house_resources | 0 (omitted)
house_science | 0 (omitted)
house_transp | -1.486977 21.75955 -0.07 0.946 -44.8743 41.90034
house_homeland | 0 (omitted)
_cons | 21.5945 13.84896 1.56 0.123 -6.019537 49.20854
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 25 1 0 1 1
j = 4 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* [aw=wt] if tag_bill==1 & women_friend1==1, robust cluster(group_sponsor)
(sum of wgt is 42,752.9832282066)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 18,135
F(113, 3727) = 9.77
Prob > F = 0.0000
R-squared = 0.1015
Root MSE = 22.769
(Std. Err. adjusted for 3,728 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 3.080931 1.242134 2.48 0.013 .6456023 5.51626
|
v2 |
102 | 2.645923 7.268842 0.36 0.716 -11.60537 16.89722
103 | -6.89407 3.535697 -1.95 0.051 -13.82616 .0380198
104 | -6.236626 3.801133 -1.64 0.101 -13.68913 1.215879
105 | -4.567816 3.808126 -1.20 0.230 -12.03403 2.898397
106 | -1.73277 4.098892 -0.42 0.673 -9.769061 6.303522
107 | -3.041443 3.762367 -0.81 0.419 -10.41794 4.335057
108 | -4.957429 3.685407 -1.35 0.179 -12.18304 2.268183
109 | -5.060413 3.549404 -1.43 0.154 -12.01938 1.898551
110 | -8.60101 3.316854 -2.59 0.010 -15.10404 -2.097984
111 | -10.93623 3.387359 -3.23 0.001 -17.57748 -4.294967
|
minor |
201 | -8.605487 3.054845 -2.82 0.005 -14.59482 -2.616155
202 | 2.576289 6.165882 0.42 0.676 -9.512543 14.66512
204 | 2.983528 4.66966 0.64 0.523 -6.17181 12.13887
205 | 6.155037 4.908488 1.25 0.210 -3.468549 15.77862
206 | -2.168458 4.253836 -0.51 0.610 -10.50853 6.171615
207 | -1.598915 3.295068 -0.49 0.628 -8.059227 4.861397
208 | 1.485926 3.633372 0.41 0.683 -5.637667 8.609518
209 | -8.593399 3.158411 -2.72 0.007 -14.78578 -2.401016
299 | 12.07432 10.16194 1.19 0.235 -7.849176 31.99782
300 | 10.92017 5.239356 2.08 0.037 .6478882 21.19246
301 | 6.679475 4.28547 1.56 0.119 -1.72262 15.08157
302 | 8.793008 3.882869 2.26 0.024 1.180252 16.40576
321 | 12.2398 4.075063 3.00 0.003 4.250232 20.22937
322 | 9.434704 5.575188 1.69 0.091 -1.496015 20.36542
323 | 10.07507 4.56179 2.21 0.027 1.131219 19.01892
324 | -.4656897 4.459836 -0.10 0.917 -9.209647 8.278268
325 | 6.741429 4.61754 1.46 0.144 -2.311723 15.79458
331 | 16.83714 4.101068 4.11 0.000 8.796579 24.87769
332 | 9.450754 4.241683 2.23 0.026 1.134508 17.767
333 | 11.13187 5.181676 2.15 0.032 .9726749 21.29107
334 | 16.30717 5.296569 3.08 0.002 5.922712 26.69162
335 | 6.344048 6.105952 1.04 0.299 -5.627286 18.31538
336 | 12.10278 4.11202 2.94 0.003 4.040745 20.16481
341 | 4.057748 4.2825 0.95 0.343 -4.338524 12.45402
342 | 7.184247 7.875688 0.91 0.362 -8.256832 22.62533
343 | 2.093989 4.527742 0.46 0.644 -6.783105 10.97108
344 | -2.878653 6.002402 -0.48 0.632 -14.64697 8.889661
398 | 13.97602 6.197531 2.26 0.024 1.825139 26.1269
399 | 6.24651 5.663887 1.10 0.270 -4.858111 17.35113
500 | -11.29676 7.664322 -1.47 0.141 -26.32344 3.729916
501 | -2.877913 3.249677 -0.89 0.376 -9.249231 3.493406
502 | 5.466945 4.871307 1.12 0.262 -4.083742 15.01763
503 | 1.323882 3.139429 0.42 0.673 -4.831286 7.479049
504 | 3.018824 6.767615 0.45 0.656 -10.24977 16.28741
505 | -6.60052 3.560868 -1.85 0.064 -13.58196 .3809191
506 | -3.049659 3.525851 -0.86 0.387 -9.962444 3.863127
508 | 1.146938 3.386583 0.34 0.735 -5.492798 7.786675
529 | 23.71575 6.141258 3.86 0.000 11.67519 35.7563
530 | 2.041636 3.102338 0.66 0.511 -4.04081 8.124082
599 | -7.148499 4.777651 -1.50 0.135 -16.51556 2.218567
600 | 1.810743 4.161676 0.44 0.664 -6.348641 9.970127
601 | 5.825523 3.178477 1.83 0.067 -.4062022 12.05725
602 | 4.481163 3.55853 1.26 0.208 -2.495694 11.45802
603 | 3.529944 4.141998 0.85 0.394 -4.59086 11.65075
604 | -5.176501 5.218773 -0.99 0.321 -15.40843 5.05543
606 | .4591105 3.675975 0.12 0.901 -6.748009 7.66623
607 | 6.434076 5.031875 1.28 0.201 -3.431422 16.29957
609 | 3.070406 4.219648 0.73 0.467 -5.202639 11.34345
698 | -3.751685 5.320633 -0.71 0.481 -14.18332 6.679953
699 | -1.369601 3.685019 -0.37 0.710 -8.594452 5.85525
1200 | -.2841603 4.400166 -0.06 0.949 -8.911129 8.342808
1201 | 6.517225 3.702476 1.76 0.078 -.7418516 13.7763
1202 | 8.459713 4.150639 2.04 0.042 .3219674 16.59746
1203 | 2.043837 2.95737 0.69 0.490 -3.754384 7.842058
1204 | 9.037736 3.89363 2.32 0.020 1.403881 16.67159
1205 | 4.746611 4.231122 1.12 0.262 -3.54893 13.04215
1206 | 5.820173 4.567413 1.27 0.203 -3.1347 14.77505
1207 | 8.235893 3.346406 2.46 0.014 1.674927 14.79686
1208 | 13.11706 4.011703 3.27 0.001 5.251709 20.9824
1209 | 2.961316 3.156964 0.94 0.348 -3.228231 9.150862
1210 | 4.214117 3.38908 1.24 0.214 -2.430516 10.85875
1211 | 2.778808 3.529086 0.79 0.431 -4.140321 9.697937
1299 | 6.815518 6.555366 1.04 0.299 -6.036937 19.66797
1300 | 4.680481 5.818609 0.80 0.421 -6.727489 16.08845
1301 | 6.605437 4.564024 1.45 0.148 -2.342791 15.55367
1302 | .0450387 3.987804 0.01 0.991 -7.773453 7.863531
1303 | 10.85423 8.268912 1.31 0.189 -5.357803 27.06627
1304 | 8.039743 4.439908 1.81 0.070 -.6651443 16.74463
1305 | 4.411355 4.138425 1.07 0.287 -3.702443 12.52515
1399 | -.6489941 5.162833 -0.13 0.900 -10.77125 9.473261
|
house_administration | -5.929883 2.804117 -2.11 0.035 -11.42764 -.4321285
house_agriculture | -1.390812 2.453013 -0.57 0.571 -6.200192 3.418567
house_appropriations | 5.494206 6.832962 0.80 0.421 -7.902504 18.89091
house_armedservices | -3.720927 1.778768 -2.09 0.037 -7.208381 -.2334733
house_budget | -4.403657 3.841885 -1.15 0.252 -11.93606 3.128745
house_dc | 5.527473 8.182611 0.68 0.499 -10.51536 21.57031
house_educlabor | -1.170775 2.234568 -0.52 0.600 -5.551871 3.210321
house_energycommerce | .9012198 1.628588 0.55 0.580 -2.29179 4.09423
house_foreignaffairs | 8.061874 6.480898 1.24 0.214 -4.644579 20.76833
house_governmentop | -11.33709 3.19041 -3.55 0.000 -17.59221 -5.081967
house_intelligence | 4.489651 3.0582 1.47 0.142 -1.506258 10.48556
house_interior | 2.573277 5.139121 0.50 0.617 -7.502488 12.64904
house_judiciary | -1.932257 1.144982 -1.69 0.092 -4.177109 .3125949
house_mmf | 9.140885 6.177937 1.48 0.139 -2.971582 21.25335
house_pocs | -10.11754 2.974173 -3.40 0.001 -15.94871 -4.286378
house_pwt | -11.19185 5.720782 -1.96 0.050 -22.40802 .0243209
house_rules | -2.074098 2.684149 -0.77 0.440 -7.336643 3.188446
house_sst | 10.97971 4.873758 2.25 0.024 1.424217 20.5352
house_smallbusi | 3.538379 3.361257 1.05 0.293 -3.051704 10.12846
house_soc | 0 (omitted)
house_veterans | -2.736344 2.04851 -1.34 0.182 -6.752654 1.279966
house_waysandmeans | -2.924482 1.61819 -1.81 0.071 -6.097106 .2481417
house_naturalresources | -2.299791 3.127835 -0.74 0.462 -8.432226 3.832643
house_bfs | 1.421881 2.366834 0.60 0.548 -3.218535 6.062297
house_eeo | 2.413318 3.517695 0.69 0.493 -4.483478 9.310113
house_govreform | 1.23332 2.063782 0.60 0.550 -2.812932 5.279572
house_ir | 2.061348 4.888411 0.42 0.673 -7.522875 11.64557
house_natsecur | 2.466538 4.234716 0.58 0.560 -5.836049 10.76912
house_oversight | .38862 3.045168 0.13 0.898 -5.581739 6.358979
house_resources | -5.699394 3.377945 -1.69 0.092 -12.32219 .923406
house_science | -3.262502 2.543238 -1.28 0.200 -8.248776 1.723771
house_transp | -1.554542 2.991277 -0.52 0.603 -7.419241 4.310157
house_homeland | .8627869 1.822343 0.47 0.636 -2.710099 4.435673
_cons | 15.17259 4.249028 3.57 0.000 6.841942 23.50324
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,382 1 0 1 1
j = 4 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg pct_cosponsors_opposite 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) = 12.20
Prob > F = 0.0000
R-squared = 0.1310
Root MSE = 14.882
(Std. Err. adjusted for 1,962 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -.4437439 .6525834 -0.68 0.497 -1.723574 .836086
|
v2 |
102 | -2.559776 1.368976 -1.87 0.062 -5.244578 .1250257
103 | -3.239309 1.433177 -2.26 0.024 -6.050018 -.428599
104 | -4.122358 2.613865 -1.58 0.115 -9.248603 1.003886
105 | -5.728191 1.545146 -3.71 0.000 -8.758492 -2.697891
106 | -6.65733 1.512889 -4.40 0.000 -9.624369 -3.69029
107 | -6.16569 1.381109 -4.46 0.000 -8.874286 -3.457094
108 | -8.185433 1.30311 -6.28 0.000 -10.74106 -5.629806
109 | -6.805429 1.351566 -5.04 0.000 -9.456086 -4.154773
110 | -2.339297 1.511906 -1.55 0.122 -5.304409 .625815
111 | -4.200022 1.479513 -2.84 0.005 -7.101606 -1.298439
|
minor |
201 | -5.478598 1.798316 -3.05 0.002 -9.00541 -1.951786
202 | .0082388 2.050414 0.00 0.997 -4.012981 4.029459
204 | 7.609182 3.894349 1.95 0.051 -.0283159 15.24668
205 | 11.31897 4.331944 2.61 0.009 2.823276 19.81467
206 | -3.811097 1.890311 -2.02 0.044 -7.518328 -.1038668
207 | 5.351385 2.449613 2.18 0.029 .5472671 10.1555
208 | 2.499716 1.921326 1.30 0.193 -1.268339 6.267772
209 | -8.583802 2.439213 -3.52 0.000 -13.36752 -3.800081
299 | -.7643009 6.724625 -0.11 0.910 -13.95246 12.42386
300 | 7.190096 4.862006 1.48 0.139 -2.345145 16.72534
301 | 7.019531 2.989884 2.35 0.019 1.155848 12.88321
302 | 7.190202 2.460098 2.92 0.004 2.36552 12.01488
321 | 5.629178 2.15837 2.61 0.009 1.396237 9.862119
322 | 2.914546 1.964034 1.48 0.138 -.9372665 6.766359
323 | 7.998148 3.52871 2.27 0.024 1.077732 14.91856
324 | 2.467046 2.215654 1.11 0.266 -1.878238 6.81233
325 | 7.41838 2.814939 2.64 0.008 1.897793 12.93897
331 | 10.69068 2.446192 4.37 0.000 5.89327 15.48809
332 | 3.264245 1.81619 1.80 0.072 -.2976194 6.82611
333 | 2.304627 2.153718 1.07 0.285 -1.919188 6.528443
334 | 9.407227 2.927613 3.21 0.001 3.665666 15.14879
335 | 2.555133 2.246269 1.14 0.255 -1.850193 6.960459
336 | 9.254005 2.400319 3.86 0.000 4.546561 13.96145
341 | 3.116214 2.076491 1.50 0.134 -.9561462 7.188574
342 | 5.306348 3.308824 1.60 0.109 -1.182832 11.79553
343 | 3.875088 3.60989 1.07 0.283 -3.204536 10.95471
344 | -1.430139 3.467962 -0.41 0.680 -8.231417 5.371139
398 | 6.681744 2.108715 3.17 0.002 2.546187 10.8173
399 | 4.990009 2.576488 1.94 0.053 -.0629342 10.04295
500 | -2.315663 1.91599 -1.21 0.227 -6.073254 1.441928
501 | 1.249846 1.859513 0.67 0.502 -2.396984 4.896676
502 | .4642437 1.912946 0.24 0.808 -3.287377 4.215865
503 | 1.136249 1.530666 0.74 0.458 -1.865655 4.138152
504 | -1.52882 1.723284 -0.89 0.375 -4.90848 1.85084
505 | 3.412208 2.229724 1.53 0.126 -.9606697 7.785086
506 | .0809618 2.128578 0.04 0.970 -4.093551 4.255474
508 | 2.799365 2.240119 1.25 0.212 -1.593899 7.192629
529 | 37.76705 3.863882 9.77 0.000 30.1893 45.3448
530 | 4.089922 1.689913 2.42 0.016 .7757074 7.404136
599 | -1.184669 3.731555 -0.32 0.751 -8.502899 6.133562
600 | 9.736836 5.731623 1.70 0.090 -1.503878 20.97755
601 | 6.727673 2.200098 3.06 0.002 2.412896 11.04245
602 | 2.044812 1.632469 1.25 0.211 -1.156744 5.246368
603 | 2.939915 2.453365 1.20 0.231 -1.871561 7.751391
604 | 1.073545 3.51248 0.31 0.760 -5.815042 7.962132
606 | 4.170373 2.52623 1.65 0.099 -.7840055 9.124751
607 | 3.481379 2.14582 1.62 0.105 -.7269485 7.689706
609 | 1.012777 3.356203 0.30 0.763 -5.569324 7.594877
698 | 4.643287 3.950581 1.18 0.240 -3.104491 12.39107
699 | 3.714103 2.535316 1.46 0.143 -1.258094 8.686301
1200 | 3.450277 2.901567 1.19 0.235 -2.240202 9.140756
1201 | 7.855049 3.291449 2.39 0.017 1.399944 14.31015
1202 | 11.32934 3.501998 3.24 0.001 4.461313 18.19737
1203 | 5.682818 2.671573 2.13 0.034 .443396 10.92224
1204 | 19.12791 6.23562 3.07 0.002 6.898773 31.35705
1205 | 12.90259 5.689359 2.27 0.023 1.744762 24.06041
1206 | 1.712074 2.272451 0.75 0.451 -2.744598 6.168746
1207 | 7.121996 2.793979 2.55 0.011 1.642515 12.60148
1208 | 3.719732 1.985626 1.87 0.061 -.1744274 7.613892
1209 | 2.048603 1.924647 1.06 0.287 -1.725966 5.823172
1210 | 4.336074 2.273708 1.91 0.057 -.1230639 8.795212
1211 | 3.016295 2.153271 1.40 0.161 -1.206646 7.239235
1299 | 3.528569 4.525181 0.78 0.436 -5.346101 12.40324
1300 | .253513 2.003996 0.13 0.899 -3.676673 4.183699
1301 | 4.733343 3.776289 1.25 0.210 -2.672619 12.13931
1302 | -1.995751 1.694705 -1.18 0.239 -5.319364 1.327862
1303 | -1.188538 2.889533 -0.41 0.681 -6.855417 4.478341
1304 | 1.853249 2.060926 0.90 0.369 -2.188587 5.895085
1305 | 2.271964 2.089351 1.09 0.277 -1.825617 6.369546
1399 | -1.24403 4.524132 -0.27 0.783 -10.11664 7.628582
|
house_administration | -.5181459 1.357067 -0.38 0.703 -3.179591 2.143299
house_agriculture | -.7099095 1.59884 -0.44 0.657 -3.845513 2.425695
house_appropriations | -1.806929 4.682226 -0.39 0.700 -10.98959 7.375733
house_armedservices | -.7676507 1.29112 -0.59 0.552 -3.299762 1.76446
house_budget | -3.444708 1.983048 -1.74 0.083 -7.333812 .4443955
house_dc | -6.113772 5.322518 -1.15 0.251 -16.55216 4.324615
house_educlabor | -3.61653 .8158218 -4.43 0.000 -5.216498 -2.016561
house_energycommerce | -2.151399 1.021529 -2.11 0.035 -4.154796 -.1480022
house_foreignaffairs | .992021 2.701714 0.37 0.714 -4.30651 6.290553
house_governmentop | -5.555246 1.641182 -3.38 0.001 -8.77389 -2.336601
house_intelligence | 8.121421 3.598996 2.26 0.024 1.063161 15.17968
house_interior | -2.711657 3.224665 -0.84 0.401 -9.035789 3.612474
house_judiciary | -.9440482 .9276958 -1.02 0.309 -2.763421 .8753251
house_mmf | 14.45153 8.139518 1.78 0.076 -1.511485 30.41455
house_pocs | -4.37099 1.289568 -3.39 0.001 -6.900059 -1.841922
house_pwt | 2.002701 3.24348 0.62 0.537 -4.35833 8.363731
house_rules | 4.988716 3.248281 1.54 0.125 -1.38173 11.35916
house_sst | 22.10571 4.338577 5.10 0.000 13.597 30.61441
house_smallbusi | 2.814041 2.691004 1.05 0.296 -2.463487 8.091569
house_soc | 0 (omitted)
house_veterans | -1.664871 1.653487 -1.01 0.314 -4.907647 1.577905
house_waysandmeans | -.1664385 .875032 -0.19 0.849 -1.882529 1.549652
house_naturalresources | .6637223 2.750161 0.24 0.809 -4.729823 6.057267
house_bfs | -.9576903 1.086366 -0.88 0.378 -3.088243 1.172863
house_eeo | 1.88528 3.271268 0.58 0.564 -4.530247 8.300808
house_govreform | -.4914836 1.08726 -0.45 0.651 -2.62379 1.640823
house_ir | .8700596 2.197686 0.40 0.692 -3.439985 5.180104
house_natsecur | .8370441 2.610709 0.32 0.749 -4.283011 5.957099
house_oversight | -2.877214 1.47593 -1.95 0.051 -5.771771 .0173421
house_resources | -2.388287 2.425422 -0.98 0.325 -7.144962 2.368389
house_science | -3.843296 1.625664 -2.36 0.018 -7.031507 -.6550843
house_transp | -3.0563 .9789669 -3.12 0.002 -4.976225 -1.136375
house_homeland | 2.270501 2.699846 0.84 0.400 -3.024368 7.56537
_cons | 12.03315 1.933475 6.22 0.000 8.24127 15.82503
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 754 1 0 1 1
j = 4 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(6,677 missing values generated)
(54,574 missing values generated)
(47,897 real changes made)
reg pct_cosponsors_opposite 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 17,725.7087850571)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 7,810
F(112, 1761) = .
Prob > F = .
R-squared = 0.2258
Root MSE = 24.084
(Std. Err. adjusted for 1,762 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 6.398443 1.077518 5.94 0.000 4.285094 8.511792
|
v2 |
102 | 7.100733 4.957721 1.43 0.152 -2.622905 16.82437
103 | -4.427386 3.266058 -1.36 0.175 -10.83315 1.978373
104 | -5.415476 2.398612 -2.26 0.024 -10.1199 -.7110486
105 | .8665867 2.420014 0.36 0.720 -3.879816 5.612989
106 | 3.623364 2.19984 1.65 0.100 -.6912083 7.937937
107 | 2.08867 2.253454 0.93 0.354 -2.331056 6.508396
108 | .0032574 2.670604 0.00 0.999 -5.234631 5.241146
109 | -3.1717 2.128501 -1.49 0.136 -7.346354 1.002955
110 | -11.32641 2.290893 -4.94 0.000 -15.81957 -6.833255
111 | -10.26102 2.378994 -4.31 0.000 -14.92696 -5.595066
|
minor |
201 | -6.561993 15.73457 -0.42 0.677 -37.42239 24.29841
202 | -5.689026 12.24165 -0.46 0.642 -29.69871 18.32066
204 | -6.42499 10.96358 -0.59 0.558 -27.928 15.07802
205 | -2.051932 10.71151 -0.19 0.848 -23.06055 18.95669
206 | -8.634623 7.744191 -1.11 0.265 -23.8234 6.554152
207 | -18.05591 6.846426 -2.64 0.008 -31.48389 -4.627937
208 | -8.30865 7.531419 -1.10 0.270 -23.08011 6.462812
209 | -18.53013 6.554755 -2.83 0.005 -31.38605 -5.674206
299 | 8.820533 14.47304 0.61 0.542 -19.56561 37.20668
300 | 1.473258 10.34638 0.14 0.887 -18.81922 21.76574
301 | -2.307578 8.097378 -0.28 0.776 -18.18906 13.57391
302 | -.1819561 7.499477 -0.02 0.981 -14.89077 14.52686
321 | 5.971826 8.073724 0.74 0.460 -9.863266 21.80692
322 | 6.518496 8.052833 0.81 0.418 -9.275623 22.31261
323 | 3.017907 8.670438 0.35 0.728 -13.98753 20.02334
324 | -15.68711 7.895639 -1.99 0.047 -31.17292 -.2012945
325 | 4.106998 8.89368 0.46 0.644 -13.33628 21.55028
331 | 18.96371 7.853142 2.41 0.016 3.561243 34.36617
332 | 14.66829 8.298194 1.77 0.077 -1.607056 30.94364
333 | 20.65271 9.285058 2.22 0.026 2.441811 38.8636
334 | 8.902251 8.639652 1.03 0.303 -8.042803 25.8473
335 | -1.130959 10.34896 -0.11 0.913 -21.4285 19.16658
336 | 11.49053 8.332306 1.38 0.168 -4.851724 27.83278
341 | 4.300461 10.80969 0.40 0.691 -16.90072 25.50164
342 | 12.44679 15.85292 0.79 0.432 -18.64573 43.5393
343 | -4.215506 9.265329 -0.45 0.649 -22.38771 13.9567
344 | 25.63444 12.40565 2.07 0.039 1.303095 49.96579
398 | 10.04079 8.791277 1.14 0.254 -7.201652 27.28322
399 | .8363273 9.446552 0.09 0.929 -17.69131 19.36396
500 | -12.67747 11.46451 -1.11 0.269 -35.16295 9.808015
501 | -16.90763 7.784373 -2.17 0.030 -32.17522 -1.640047
502 | 4.434917 9.840331 0.45 0.652 -14.86504 23.73488
503 | -6.69173 7.756756 -0.86 0.388 -21.90515 8.521688
504 | 2.647013 11.58556 0.23 0.819 -20.07589 25.36991
505 | -20.77637 7.282173 -2.85 0.004 -35.05898 -6.493757
506 | -11.81243 8.918904 -1.32 0.186 -29.30518 5.680326
508 | -.4787222 7.40795 -0.06 0.948 -15.00802 14.05058
529 | -2.298961 7.903098 -0.29 0.771 -17.7994 13.20148
530 | -5.382148 6.695452 -0.80 0.422 -18.51402 7.749722
599 | -17.72246 9.775821 -1.81 0.070 -36.89589 1.450977
600 | -12.15476 7.344509 -1.65 0.098 -26.55963 2.250119
601 | 1.863772 8.017588 0.23 0.816 -13.86122 17.58876
602 | .2526749 7.466514 0.03 0.973 -14.39149 14.89684
603 | 14.91654 10.60137 1.41 0.160 -5.876061 35.70914
604 | -12.39592 11.74479 -1.06 0.291 -35.43112 10.63927
606 | -2.56806 8.16497 -0.31 0.753 -18.58211 13.44599
607 | 1.747381 8.620973 0.20 0.839 -15.16104 18.6558
609 | -4.836244 8.938904 -0.54 0.589 -22.36822 12.69574
698 | -18.22417 12.04904 -1.51 0.131 -41.85611 5.407762
699 | -14.2421 8.478527 -1.68 0.093 -30.87114 2.386934
1200 | -12.10366 11.11473 -1.09 0.276 -33.90312 9.695797
1201 | 1.149805 7.185342 0.16 0.873 -12.94289 15.2425
1202 | -2.081804 7.659473 -0.27 0.786 -17.10442 12.94081
1203 | -10.40759 6.395128 -1.63 0.104 -22.95043 2.135254
1204 | -7.42186 6.791784 -1.09 0.275 -20.74267 5.898947
1205 | -13.47628 8.146713 -1.65 0.098 -29.45452 2.501972
1206 | 1.305281 7.902623 0.17 0.869 -14.19423 16.80479
1207 | -1.857069 7.191128 -0.26 0.796 -15.96111 12.24698
1208 | 4.492836 7.84948 0.57 0.567 -10.90244 19.88811
1209 | -.4354974 6.91182 -0.06 0.950 -13.99173 13.12074
1210 | -7.799551 6.643186 -1.17 0.241 -20.82891 5.22981
1211 | -.8067404 7.17002 -0.11 0.910 -14.86939 13.25591
1299 | 7.92203 8.071734 0.98 0.327 -7.909158 23.75322
1300 | -2.48372 10.07627 -0.25 0.805 -22.24643 17.27899
1301 | 23.04049 9.339579 2.47 0.014 4.722667 41.35832
1302 | -9.792841 8.970058 -1.09 0.275 -27.38592 7.800241
1303 | 2.172093 8.012651 0.27 0.786 -13.54322 17.8874
1304 | 9.991057 8.820568 1.13 0.257 -7.308828 27.29094
1305 | -6.689324 12.77441 -0.52 0.601 -31.74393 18.36528
1399 | -9.060402 9.964115 -0.91 0.363 -28.60314 10.48234
|
house_administration | -3.642329 5.495462 -0.66 0.508 -14.42065 7.135987
house_agriculture | -1.627562 5.185908 -0.31 0.754 -11.79875 8.543622
house_appropriations | -2.525308 7.163565 -0.35 0.724 -16.57529 11.52468
house_armedservices | -5.612364 6.041293 -0.93 0.353 -17.46122 6.236497
house_budget | 1.197569 5.715689 0.21 0.834 -10.01268 12.40782
house_dc | 14.22978 12.32473 1.15 0.248 -9.942856 38.40241
house_educlabor | -.1122899 2.248905 -0.05 0.960 -4.523094 4.298514
house_energycommerce | 8.626308 2.145442 4.02 0.000 4.418428 12.83419
house_foreignaffairs | 11.06613 6.846271 1.62 0.106 -2.361541 24.49381
house_governmentop | -3.604387 3.984168 -0.90 0.366 -11.41858 4.209809
house_intelligence | 8.042399 9.946657 0.81 0.419 -11.4661 27.5509
house_interior | 21.7094 15.04023 1.44 0.149 -7.789189 51.20798
house_judiciary | -2.106539 2.206382 -0.95 0.340 -6.433943 2.220865
house_mmf | 4.48582 6.72676 0.67 0.505 -8.707455 17.67909
house_pocs | -5.517873 4.058621 -1.36 0.174 -13.4781 2.442349
house_pwt | -26.1026 8.266043 -3.16 0.002 -42.31489 -9.890315
house_rules | -8.169179 3.775859 -2.16 0.031 -15.57482 -.7635418
house_sst | -2.708253 12.91859 -0.21 0.834 -28.04563 22.62913
house_smallbusi | 10.38663 7.646394 1.36 0.175 -4.610333 25.3836
house_soc | 0 (omitted)
house_veterans | .1725459 3.03122 0.06 0.955 -5.772621 6.117713
house_waysandmeans | -5.854886 1.717516 -3.41 0.001 -9.223471 -2.486301
house_naturalresources | -2.343424 7.247654 -0.32 0.746 -16.55833 11.87149
house_bfs | -1.510524 4.001158 -0.38 0.706 -9.358044 6.336996
house_eeo | 1.141958 3.856096 0.30 0.767 -6.42105 8.704965
house_govreform | .3172027 3.13556 0.10 0.919 -5.832608 6.467014
house_ir | -7.042628 8.011272 -0.88 0.379 -22.75523 8.669976
house_natsecur | 9.61382 6.022017 1.60 0.111 -2.197234 21.42487
house_oversight | 3.192424 4.52924 0.70 0.481 -5.690828 12.07568
house_resources | -4.534469 4.762899 -0.95 0.341 -13.876 4.807062
house_science | 3.750011 5.371647 0.70 0.485 -6.785465 14.28549
house_transp | 6.40467 6.391331 1.00 0.316 -6.130724 18.94006
house_homeland | -4.054962 2.174737 -1.86 0.062 -8.3203 .2103768
_cons | 23.80836 6.801611 3.50 0.000 10.46828 37.14845
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 625 1 0 1 1
j = 5 k = 1
rdbwselect_2014 pct_cosponsors_opposite 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 = 11989
----------------------+---------------------- NN matches = 3
Number of obs | 6150 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 | 15.71586 27.17455 .5783301
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(7,341 missing values generated)
(54,749 missing values generated)
(47,408 real changes made)
reg pct_cosponsors_opposite sponsor_female i.v2 i.minor house_* [aw=wt] if tag_bill==1 & women_friend1==1, robust cluster(group_sponsor)
(sum of wgt is 41,192.5328618288)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 17,972
F(113, 3689) = 11.44
Prob > F = 0.0000
R-squared = 0.1248
Root MSE = 22.108
(Std. Err. adjusted for 3,690 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 3.002637 1.511175 1.99 0.047 .0398155 5.965459
|
v2 |
102 | .6374986 8.569516 0.07 0.941 -16.16396 17.43895
103 | -7.324759 4.598248 -1.59 0.111 -16.34012 1.690599
104 | -8.200787 4.634612 -1.77 0.077 -17.28744 .8858663
105 | -6.283388 4.445501 -1.41 0.158 -14.99927 2.432493
106 | -5.047412 4.814047 -1.05 0.294 -14.48587 4.391044
107 | -4.755412 4.751024 -1.00 0.317 -14.0703 4.55948
108 | -5.706504 4.718546 -1.21 0.227 -14.95772 3.544711
109 | -5.9219 4.553924 -1.30 0.194 -14.85036 3.006556
110 | -8.61784 4.554765 -1.89 0.059 -17.54794 .3122641
111 | -12.33004 4.55879 -2.70 0.007 -21.26804 -3.392046
|
minor |
201 | -9.933104 3.237339 -3.07 0.002 -16.28026 -3.585954
202 | -1.647798 4.701344 -0.35 0.726 -10.86529 7.569692
204 | -5.539433 5.494875 -1.01 0.313 -16.31272 5.233858
205 | 4.087645 6.873557 0.59 0.552 -9.388701 17.56399
206 | -3.725664 4.457713 -0.84 0.403 -12.46549 5.014159
207 | -1.350788 3.248135 -0.42 0.678 -7.719105 5.017529
208 | -.8548373 3.702122 -0.23 0.817 -8.113245 6.40357
209 | -9.791713 3.240139 -3.02 0.003 -16.14435 -3.439074
299 | 13.45207 11.14229 1.21 0.227 -8.393579 35.29772
300 | 6.740951 4.930388 1.37 0.172 -2.925604 16.40751
301 | 6.543928 4.975758 1.32 0.189 -3.211579 16.29943
302 | 6.207162 3.997534 1.55 0.121 -1.630432 14.04476
321 | 7.305733 4.371022 1.67 0.095 -1.264125 15.87559
322 | 10.68214 6.83295 1.56 0.118 -2.714592 24.07887
323 | 3.282066 5.288087 0.62 0.535 -7.085795 13.64993
324 | .0247453 4.387243 0.01 0.996 -8.576916 8.626406
325 | 4.332678 5.063537 0.86 0.392 -5.594929 14.26029
331 | 16.84966 5.181284 3.25 0.001 6.691193 27.00812
332 | 2.217682 4.463591 0.50 0.619 -6.533666 10.96903
333 | 9.875228 5.254883 1.88 0.060 -.4275341 20.17799
334 | 14.95494 6.876562 2.17 0.030 1.472707 28.43718
335 | 1.620079 5.294792 0.31 0.760 -8.760929 12.00109
336 | 7.164497 4.580412 1.56 0.118 -1.815892 16.14489
341 | 3.08429 4.519026 0.68 0.495 -5.775746 11.94433
342 | 6.478435 5.794689 1.12 0.264 -4.882674 17.83954
343 | 2.398162 4.567685 0.53 0.600 -6.557274 11.3536
344 | -4.384187 5.895226 -0.74 0.457 -15.94241 7.174035
398 | 10.06615 7.698591 1.31 0.191 -5.027768 25.16006
399 | 10.32673 5.847557 1.77 0.077 -1.138034 21.79149
500 | -15.53293 6.690765 -2.32 0.020 -28.65089 -2.414965
501 | -4.098703 3.292842 -1.24 0.213 -10.55467 2.357266
502 | -5.044422 5.199951 -0.97 0.332 -15.23948 5.150641
503 | -2.354377 3.140152 -0.75 0.453 -8.510981 3.802228
504 | -3.851276 5.07888 -0.76 0.448 -13.80896 6.106413
505 | -4.971632 3.583994 -1.39 0.165 -11.99844 2.055173
506 | -7.402009 3.714246 -1.99 0.046 -14.68419 -.1198313
508 | -.807766 3.701123 -0.22 0.827 -8.064214 6.448682
529 | 15.89952 5.493944 2.89 0.004 5.128051 26.67098
530 | 1.17502 3.151471 0.37 0.709 -5.003776 7.353817
599 | -5.280527 5.41745 -0.97 0.330 -15.90202 5.340966
600 | -1.778245 3.791774 -0.47 0.639 -9.212424 5.655934
601 | 3.857494 3.582678 1.08 0.282 -3.166729 10.88172
602 | 1.716527 4.920383 0.35 0.727 -7.930411 11.36347
603 | -2.71418 3.834593 -0.71 0.479 -10.23231 4.80395
604 | -4.267113 5.434697 -0.79 0.432 -14.92242 6.388193
606 | -3.836178 4.382041 -0.88 0.381 -12.42764 4.755283
607 | 4.473325 6.141002 0.73 0.466 -7.566768 16.51342
609 | 3.628711 4.241059 0.86 0.392 -4.68634 11.94376
698 | -3.032675 6.286615 -0.48 0.630 -15.35826 9.292908
699 | -1.994666 4.362936 -0.46 0.648 -10.54867 6.559338
1200 | .6682173 4.751221 0.14 0.888 -8.647061 9.983496
1201 | 5.755078 3.303964 1.74 0.082 -.7226981 12.23285
1202 | 8.134271 4.521973 1.80 0.072 -.7315426 17.00009
1203 | 3.104534 2.964405 1.05 0.295 -2.707501 8.916568
1204 | 11.87763 5.468797 2.17 0.030 1.155467 22.59979
1205 | 3.412793 4.017576 0.85 0.396 -4.464095 11.28968
1206 | 1.422671 4.084832 0.35 0.728 -6.586081 9.431422
1207 | 3.617814 3.774849 0.96 0.338 -3.783183 11.01881
1208 | 10.16308 4.433219 2.29 0.022 1.471282 18.85488
1209 | 3.433505 3.27062 1.05 0.294 -2.978897 9.845907
1210 | 3.709253 3.433291 1.08 0.280 -3.022082 10.44059
1211 | 2.167465 3.384851 0.64 0.522 -4.468899 8.803829
1299 | 1.40773 5.850521 0.24 0.810 -10.06284 12.8783
1300 | .9289593 4.588799 0.20 0.840 -8.067873 9.925792
1301 | 1.464686 4.040556 0.36 0.717 -6.457257 9.38663
1302 | -.7186227 4.312674 -0.17 0.868 -9.174082 7.736837
1303 | 17.79871 10.07589 1.77 0.077 -1.956153 37.55357
1304 | 4.342117 3.648156 1.19 0.234 -2.810484 11.49472
1305 | 6.304675 4.64297 1.36 0.175 -2.798365 15.40771
1399 | -.5479848 5.908659 -0.09 0.926 -12.13254 11.03658
|
house_administration | -4.314063 3.565026 -1.21 0.226 -11.30368 2.675552
house_agriculture | -1.768096 2.466701 -0.72 0.474 -6.604329 3.068136
house_appropriations | 6.751127 6.845746 0.99 0.324 -6.670692 20.17295
house_armedservices | -5.118387 2.417331 -2.12 0.034 -9.857824 -.3789501
house_budget | -6.734283 4.462512 -1.51 0.131 -15.48352 2.014951
house_dc | 4.366446 7.828847 0.56 0.577 -10.98285 19.71574
house_educlabor | .9562837 2.802813 0.34 0.733 -4.538931 6.451498
house_energycommerce | -.2462364 2.156174 -0.11 0.909 -4.473647 3.981174
house_foreignaffairs | 12.73171 8.394073 1.52 0.129 -3.725769 29.18919
house_governmentop | -10.72055 3.1137 -3.44 0.001 -16.82529 -4.615806
house_intelligence | 2.281338 3.282543 0.69 0.487 -4.154439 8.717115
house_interior | -.3695584 5.712074 -0.06 0.948 -11.56869 10.82958
house_judiciary | -2.785933 1.395575 -2.00 0.046 -5.522108 -.0497573
house_mmf | 2.377973 6.121735 0.39 0.698 -9.624345 14.38029
house_pocs | -10.85877 4.715419 -2.30 0.021 -20.10385 -1.613684
house_pwt | -8.386198 4.354617 -1.93 0.054 -16.92389 .1514963
house_rules | 2.202805 4.426125 0.50 0.619 -6.475087 10.8807
house_sst | 5.558915 5.540488 1.00 0.316 -5.303806 16.42164
house_smallbusi | 4.453875 3.655744 1.22 0.223 -2.713603 11.62135
house_soc | 0 (omitted)
house_veterans | -4.82056 2.798687 -1.72 0.085 -10.30769 .6665666
house_waysandmeans | -2.409593 1.681139 -1.43 0.152 -5.705647 .8864614
house_naturalresources | -5.120807 4.124215 -1.24 0.214 -13.20677 2.96516
house_bfs | 3.994241 3.638556 1.10 0.272 -3.139538 11.12802
house_eeo | -.4210507 3.112232 -0.14 0.892 -6.522915 5.680814
house_govreform | -1.331689 1.557407 -0.86 0.393 -4.385152 1.721774
house_ir | 2.730461 4.009141 0.68 0.496 -5.129889 10.59081
house_natsecur | 6.571868 3.324691 1.98 0.048 .0534548 13.09028
house_oversight | -.3986917 2.767884 -0.14 0.885 -5.825426 5.028042
house_resources | -2.901825 3.330823 -0.87 0.384 -9.432261 3.628611
house_science | -2.07378 2.789875 -0.74 0.457 -7.543629 3.396069
house_transp | -4.193378 3.075089 -1.36 0.173 -10.22242 1.835664
house_homeland | .2882217 1.814053 0.16 0.874 -3.268423 3.844867
_cons | 17.80228 4.873345 3.65 0.000 8.247568 27.357
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,372 1 0 1 1
j = 5 k = 2
rdbwselect_2014 pct_cosponsors_opposite 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 = 6186
----------------------+---------------------- NN matches = 3
Number of obs | 2192 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 | 24.47749 44.63704 .5483673
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(7,341 missing values generated)
(54,749 missing values generated)
(47,408 real changes made)
reg pct_cosponsors_opposite 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) = 10.28
Prob > F = 0.0000
R-squared = 0.1195
Root MSE = 14.487
(Std. Err. adjusted for 1,952 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | -.8097638 .580878 -1.39 0.163 -1.94897 .3294428
|
v2 |
102 | -1.892025 1.184474 -1.60 0.110 -4.214992 .4309423
103 | -1.779664 1.228815 -1.45 0.148 -4.189592 .6302653
104 | -4.253494 2.105958 -2.02 0.044 -8.383658 -.1233293
105 | -5.204354 1.429082 -3.64 0.000 -8.007043 -2.401666
106 | -5.542175 1.36738 -4.05 0.000 -8.223853 -2.860496
107 | -5.188715 1.30175 -3.99 0.000 -7.741681 -2.635748
108 | -6.425012 1.153032 -5.57 0.000 -8.686317 -4.163707
109 | -5.385351 1.258852 -4.28 0.000 -7.854188 -2.916514
110 | -.9561264 1.435115 -0.67 0.505 -3.770647 1.858394
111 | -2.937694 1.286269 -2.28 0.022 -5.4603 -.4150891
|
minor |
201 | -5.720769 1.594165 -3.59 0.000 -8.847214 -2.594324
202 | .5533798 1.776371 0.31 0.755 -2.930404 4.037163
204 | 9.012514 3.661489 2.46 0.014 1.831673 16.19335
205 | 21.45077 8.742374 2.45 0.014 4.305397 38.59615
206 | -5.303035 1.673626 -3.17 0.002 -8.585318 -2.020752
207 | 4.947759 2.130879 2.32 0.020 .76872 9.126798
208 | 1.788539 1.736593 1.03 0.303 -1.617233 5.194311
209 | -8.282168 2.337797 -3.54 0.000 -12.86701 -3.697325
299 | .0983088 6.968522 0.01 0.989 -13.56822 13.76484
300 | 3.105916 3.162487 0.98 0.326 -3.096292 9.308124
301 | 6.743508 2.257209 2.99 0.003 2.316713 11.1703
302 | 5.379743 2.101533 2.56 0.011 1.258257 9.501229
321 | 4.739323 2.361876 2.01 0.045 .1072577 9.371389
322 | 2.922302 1.727892 1.69 0.091 -.4664058 6.31101
323 | 4.612302 3.393992 1.36 0.174 -2.043929 11.26853
324 | 1.716417 1.911792 0.90 0.369 -2.032951 5.465786
325 | 7.854725 2.288028 3.43 0.001 3.367489 12.34196
331 | 8.716404 2.476585 3.52 0.000 3.859374 13.57343
332 | 3.318623 1.873172 1.77 0.077 -.3550059 6.992251
333 | 3.468705 2.102864 1.65 0.099 -.655391 7.592801
334 | 8.661798 2.504099 3.46 0.001 3.750807 13.57279
335 | .8151793 1.905572 0.43 0.669 -2.921992 4.55235
336 | 6.798262 2.503023 2.72 0.007 1.889383 11.70714
341 | 2.588393 1.888845 1.37 0.171 -1.115974 6.292759
342 | 5.396842 3.170325 1.70 0.089 -.8207379 11.61442
343 | 4.267822 2.831404 1.51 0.132 -1.285072 9.820716
344 | -.7392031 2.775515 -0.27 0.790 -6.182489 4.704083
398 | 6.212792 2.317769 2.68 0.007 1.667228 10.75836
399 | 5.898149 2.576016 2.29 0.022 .846117 10.95018
500 | -3.957688 2.084029 -1.90 0.058 -8.044847 .1294698
501 | 1.706207 1.819857 0.94 0.349 -1.862862 5.275275
502 | .0544165 1.856054 0.03 0.977 -3.585641 3.694474
503 | .8306426 1.401839 0.59 0.554 -1.918617 3.579902
504 | -1.292918 1.708441 -0.76 0.449 -4.643479 2.057644
505 | 5.012027 2.288899 2.19 0.029 .523082 9.500973
506 | .8449767 2.005148 0.42 0.674 -3.087481 4.777434
508 | 1.278351 1.91491 0.67 0.504 -2.477134 5.033837
529 | 34.50615 6.539938 5.28 0.000 21.68015 47.33215
530 | 3.018746 1.569564 1.92 0.055 -.0594517 6.096945
599 | 3.71078 4.341153 0.85 0.393 -4.803006 12.22457
600 | 8.431691 4.566349 1.85 0.065 -.5237434 17.38713
601 | 8.029451 2.527484 3.18 0.002 3.072599 12.9863
602 | 2.115097 1.474327 1.43 0.152 -.7763239 5.006518
603 | 2.700395 1.978168 1.37 0.172 -1.179149 6.57994
604 | 3.226527 3.375567 0.96 0.339 -3.393571 9.846624
606 | 4.361892 2.464501 1.77 0.077 -.4714405 9.195225
607 | 4.632145 2.046671 2.26 0.024 .6182533 8.646038
609 | 3.104697 3.222614 0.96 0.335 -3.21543 9.424825
698 | 6.771714 4.303753 1.57 0.116 -1.668724 15.21215
699 | 5.246653 3.026867 1.73 0.083 -.6895804 11.18289
1200 | 2.981077 3.018129 0.99 0.323 -2.938019 8.900174
1201 | 8.691548 2.439914 3.56 0.000 3.906437 13.47666
1202 | 11.82401 3.432477 3.44 0.001 5.0923 18.55572
1203 | 6.807767 2.037779 3.34 0.001 2.811314 10.80422
1204 | 20.18941 5.215303 3.87 0.000 9.961256 30.41756
1205 | 7.994165 4.132351 1.93 0.053 -.1101229 16.09845
1206 | 1.65928 1.914321 0.87 0.386 -2.09505 5.41361
1207 | 3.581618 3.217447 1.11 0.266 -2.728378 9.891614
1208 | 4.272525 2.164048 1.97 0.048 .0284355 8.516614
1209 | 1.492352 1.769417 0.84 0.399 -1.977793 4.962498
1210 | 3.019586 2.029057 1.49 0.137 -.9597618 6.998933
1211 | 1.743213 1.950079 0.89 0.371 -2.081245 5.567671
1299 | -.6169092 5.326149 -0.12 0.908 -11.06245 9.828631
1300 | 1.350034 2.243218 0.60 0.547 -3.049322 5.749389
1301 | 2.106488 2.139549 0.98 0.325 -2.089555 6.302531
1302 | -1.76247 1.743127 -1.01 0.312 -5.181057 1.656118
1303 | -.7683752 2.113995 -0.36 0.716 -4.914302 3.377552
1304 | 3.365678 2.077198 1.62 0.105 -.7080822 7.439438
1305 | 6.471732 3.153841 2.05 0.040 .2864792 12.65698
1399 | 2.352654 5.571719 0.42 0.673 -8.574494 13.2798
|
house_administration | 1.162079 1.277387 0.91 0.363 -1.343107 3.667266
house_agriculture | .0244407 1.326328 0.02 0.985 -2.576729 2.62561
house_appropriations | -3.392088 3.676408 -0.92 0.356 -10.60219 3.818012
house_armedservices | -2.038667 1.535475 -1.33 0.184 -5.050012 .9726766
house_budget | -3.716895 2.991853 -1.24 0.214 -9.58446 2.15067
house_dc | -5.131483 5.850891 -0.88 0.381 -16.60614 6.343172
house_educlabor | -3.903472 .7019936 -5.56 0.000 -5.280208 -2.526736
house_energycommerce | -1.812173 .819043 -2.21 0.027 -3.418465 -.2058822
house_foreignaffairs | .9395558 2.221654 0.42 0.672 -3.417509 5.296621
house_governmentop | -6.197225 1.679581 -3.69 0.000 -9.491187 -2.903262
house_intelligence | 4.436596 3.362078 1.32 0.187 -2.157047 11.03024
house_interior | -3.586729 3.471223 -1.03 0.302 -10.39442 3.220966
house_judiciary | .49118 .9093257 0.54 0.589 -1.292172 2.274532
house_mmf | 10.36999 8.555809 1.21 0.226 -6.4095 27.14947
house_pocs | -1.260109 1.208977 -1.04 0.297 -3.631132 1.110913
house_pwt | -.6965592 3.137198 -0.22 0.824 -6.84917 5.456052
house_rules | 13.94282 4.922703 2.83 0.005 4.28851 23.59713
house_sst | 19.31886 4.826999 4.00 0.000 9.852246 28.78548
house_smallbusi | 2.655933 2.283748 1.16 0.245 -1.82291 7.134776
house_soc | 0 (omitted)
house_veterans | -2.371702 1.350469 -1.76 0.079 -5.020215 .2768111
house_waysandmeans | .6243984 .7556734 0.83 0.409 -.8576137 2.106411
house_naturalresources | -4.50179 2.882834 -1.56 0.119 -10.15555 1.151968
house_bfs | -.5600656 1.141841 -0.49 0.624 -2.799423 1.679292
house_eeo | -1.257175 2.062174 -0.61 0.542 -5.30147 2.787121
house_govreform | -.911874 .9461156 -0.96 0.335 -2.767378 .9436297
house_ir | 2.476894 2.317834 1.07 0.285 -2.068797 7.022585
house_natsecur | 3.560782 3.079533 1.16 0.248 -2.478739 9.600303
house_oversight | -3.729091 1.313356 -2.84 0.005 -6.304821 -1.153362
house_resources | -2.46419 2.401437 -1.03 0.305 -7.173843 2.245463
house_science | -3.507103 1.606093 -2.18 0.029 -6.656942 -.357264
house_transp | -2.577711 .8373411 -3.08 0.002 -4.219888 -.9355335
house_homeland | 2.374039 2.711939 0.88 0.381 -2.944564 7.692641
_cons | 10.76788 1.713883 6.28 0.000 7.406651 14.12912
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 753 1 0 1 1
j = 5 k = 3
rdbwselect_2014 pct_cosponsors_opposite 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 | 11.12081 18.1168 .6138395
----------------------------------------------
(option pr assumed; Pr(sponsor_female))
(13,828 missing values generated)
(55,922 missing values generated)
(42,094 real changes made)
reg pct_cosponsors_opposite 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 11,149.7155754566)
note: house_soc omitted because of collinearity
Linear regression Number of obs = 6,979
F(112, 1615) = .
Prob > F = .
R-squared = 0.2087
Root MSE = 23.551
(Std. Err. adjusted for 1,616 clusters in group_sponsor)
----------------------------------------------------------------------------------------
| Robust
pct_cosponsors_oppos~e | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
sponsor_female | 6.239961 1.320049 4.73 0.000 3.650771 8.82915
|
v2 |
102 | 4.144984 4.244026 0.98 0.329 -4.179392 12.46936
103 | -4.264411 2.237578 -1.91 0.057 -8.653273 .1244506
104 | -7.029574 2.809156 -2.50 0.012 -12.53955 -1.5196
105 | -.2276595 1.949785 -0.12 0.907 -4.052033 3.596714
106 | 4.484225 2.022319 2.22 0.027 .5175793 8.450871
107 | 5.729756 2.05947 2.78 0.005 1.690242 9.769271
108 | 5.484226 2.447684 2.24 0.025 .6832549 10.2852
109 | -.0460979 1.946573 -0.02 0.981 -3.864172 3.771976
110 | -5.535537 2.14266 -2.58 0.010 -9.738222 -1.332851
111 | -6.359607 2.114726 -3.01 0.003 -10.5075 -2.211711
|
minor |
201 | -4.334312 16.55943 -0.26 0.794 -36.81454 28.14592
202 | -.6883362 10.03326 -0.07 0.945 -20.36792 18.99124
204 | -.7383703 10.51992 -0.07 0.944 -21.37251 19.89577
205 | -8.104099 9.071752 -0.89 0.372 -25.89774 9.689544
206 | -10.67577 7.6117 -1.40 0.161 -25.60562 4.254074
207 | -14.34051 6.545949 -2.19 0.029 -27.17996 -1.501064
208 | -9.92993 6.954848 -1.43 0.154 -23.57141 3.711546
209 | -18.00946 6.006217 -3.00 0.003 -29.79026 -6.228667
299 | 9.704066 13.24521 0.73 0.464 -16.27553 35.68366
300 | 2.710386 8.147228 0.33 0.739 -13.26986 18.69063
301 | -1.99788 7.166761 -0.28 0.780 -16.05501 12.05925
302 | -2.941316 6.852522 -0.43 0.668 -16.38209 10.49945
321 | -.3758785 7.330092 -0.05 0.959 -14.75337 14.00161
322 | 7.662913 7.029356 1.09 0.276 -6.124703 21.45053
323 | 2.29191 7.548791 0.30 0.761 -12.51455 17.09837
324 | -11.4503 7.097767 -1.61 0.107 -25.3721 2.471505
325 | 3.296483 7.527822 0.44 0.662 -11.46884 18.06181
331 | 19.08715 7.356507 2.59 0.010 4.657843 33.51645
332 | 8.512502 7.36925 1.16 0.248 -5.941795 22.9668
333 | 20.61577 8.573965 2.40 0.016 3.798501 37.43303
334 | 6.471466 7.47777 0.87 0.387 -8.195686 21.13862
335 | -11.85524 9.062286 -1.31 0.191 -29.63031 5.919837
336 | 11.14008 7.510912 1.48 0.138 -3.592078 25.87224
341 | 9.652623 9.378678 1.03 0.304 -8.743035 28.04828
342 | 14.24655 9.783624 1.46 0.146 -4.943386 33.43648
343 | -7.009752 7.407056 -0.95 0.344 -21.5382 7.518701
344 | 24.07731 10.66532 2.26 0.024 3.157993 44.99662
398 | 10.93086 7.237268 1.51 0.131 -3.264559 25.12629
399 | -.3165253 8.517658 -0.04 0.970 -17.02335 16.3903
500 | -7.998526 9.112009 -0.88 0.380 -25.87113 9.874079
501 | -10.72255 7.393636 -1.45 0.147 -25.22468 3.779577
502 | -1.943869 7.466865 -0.26 0.795 -16.58963 12.70189
503 | -7.225758 7.011621 -1.03 0.303 -20.97859 6.527074
504 | -12.01846 7.682063 -1.56 0.118 -27.08632 3.0494
505 | -14.09356 6.784251 -2.08 0.038 -27.40042 -.7867041
506 | -13.7998 7.161202 -1.93 0.054 -27.84602 .2464288
508 | 8.102545 6.393938 1.27 0.205 -4.438742 20.64383
529 | -4.833151 7.666867 -0.63 0.529 -19.8712 10.2049
530 | -1.4739 6.074003 -0.24 0.808 -13.38766 10.43986
599 | -12.22553 8.698962 -1.41 0.160 -29.28797 4.83691
600 | -11.86771 6.758054 -1.76 0.079 -25.12318 1.38777
601 | -.3353344 6.626128 -0.05 0.960 -13.33205 12.66138
602 | -2.786977 6.738771 -0.41 0.679 -16.00463 10.43068
603 | -1.194591 8.787584 -0.14 0.892 -18.43086 16.04168
604 | -2.461764 8.899171 -0.28 0.782 -19.9169 14.99337
606 | -4.464069 7.528242 -0.59 0.553 -19.23022 10.30208
607 | 3.630436 7.686052 0.47 0.637 -11.44525 18.70612
609 | .9711722 8.111641 0.12 0.905 -14.93928 16.88162
698 | -19.25198 12.27893 -1.57 0.117 -43.33628 4.832328
699 | -9.793664 8.9223 -1.10 0.273 -27.29417 7.706837
1200 | -8.5574 10.84914 -0.79 0.430 -29.83727 12.72247
1201 | 3.513832 6.59299 0.53 0.594 -9.417882 16.44555
1202 | 2.554437 7.003755 0.36 0.715 -11.18297 16.29184
1203 | -7.606479 5.75696 -1.32 0.187 -18.89838 3.685418
1204 | -6.325412 6.206888 -1.02 0.308 -18.49981 5.848989
1205 | -7.973493 8.062339 -0.99 0.323 -23.78724 7.840253
1206 | 1.257826 7.67018 0.16 0.870 -13.78673 16.30238
1207 | -1.948562 6.594363 -0.30 0.768 -14.88297 10.98585
1208 | 7.378238 6.835082 1.08 0.281 -6.028323 20.7848
1209 | 3.240436 6.328338 0.51 0.609 -9.172181 15.65305
1210 | -4.739857 6.173801 -0.77 0.443 -16.84936 7.369645
1211 | 1.590585 6.545567 0.24 0.808 -11.24811 14.42928
1299 | 3.112291 8.85694 0.35 0.725 -14.26001 20.48459
1300 | -6.070328 7.783257 -0.78 0.436 -21.33667 9.196016
1301 | 12.91392 8.190834 1.58 0.115 -3.15186 28.9797
1302 | -11.83385 8.296204 -1.43 0.154 -28.10631 4.438605
1303 | .9632936 7.700875 0.13 0.900 -14.14146 16.06805
1304 | 8.506576 7.346952 1.16 0.247 -5.903984 22.91714
1305 | 5.581598 8.744027 0.64 0.523 -11.56923 22.73243
1399 | -3.149452 10.593 -0.30 0.766 -23.92692 17.62802
|
house_administration | -.8913998 4.861942 -0.18 0.855 -10.42778 8.644979
house_agriculture | -1.635226 4.080695 -0.40 0.689 -9.639239 6.368787
house_appropriations | -4.002267 5.266901 -0.76 0.447 -14.33295 6.328412
house_armedservices | -.1521244 2.676165 -0.06 0.955 -5.401245 5.096996
house_budget | -1.378202 4.74336 -0.29 0.771 -10.68199 7.925585
house_dc | 18.39014 12.69325 1.45 0.148 -6.506819 43.28711
house_educlabor | -.0738053 2.075704 -0.04 0.972 -4.145161 3.99755
house_energycommerce | 8.687358 1.473586 5.90 0.000 5.797016 11.5777
house_foreignaffairs | 9.322392 5.655235 1.65 0.099 -1.769977 20.41476
house_governmentop | -2.945276 3.782861 -0.78 0.436 -10.36511 4.474557
house_intelligence | 1.309525 9.719689 0.13 0.893 -17.755 20.37405
house_interior | 20.61823 12.69323 1.62 0.104 -4.278696 45.51516
house_judiciary | -3.816868 1.389578 -2.75 0.006 -6.542433 -1.091302
house_mmf | 1.338617 5.915509 0.23 0.821 -10.26426 12.9415
house_pocs | -3.393172 3.364676 -1.01 0.313 -9.992761 3.206417
house_pwt | -16.67615 7.035231 -2.37 0.018 -30.47529 -2.87701
house_rules | -6.902201 3.359451 -2.05 0.040 -13.49154 -.3128594
house_sst | 1.15076 12.35715 0.09 0.926 -23.08697 25.38849
house_smallbusi | 6.836318 6.147423 1.11 0.266 -5.221447 18.89408
house_soc | 0 (omitted)
house_veterans | 1.752826 2.514191 0.70 0.486 -3.178594 6.684247
house_waysandmeans | -3.505483 1.493742 -2.35 0.019 -6.43536 -.5756073
house_naturalresources | -4.004053 6.115778 -0.65 0.513 -15.99975 7.991642
house_bfs | -8.829104 2.936859 -3.01 0.003 -14.58956 -3.068649
house_eeo | 2.696811 3.879352 0.70 0.487 -4.912282 10.3059
house_govreform | -.3775968 2.700157 -0.14 0.889 -5.673777 4.918583
house_ir | 1.283697 5.340819 0.24 0.810 -9.191967 11.75936
house_natsecur | 7.858688 4.212668 1.87 0.062 -.404183 16.12156
house_oversight | 2.042437 3.915778 0.52 0.602 -5.638103 9.722976
house_resources | -3.191615 5.439671 -0.59 0.557 -13.86117 7.47794
house_science | 5.104083 5.239098 0.97 0.330 -5.172062 15.38023
house_transp | -5.790582 4.366616 -1.33 0.185 -14.35541 2.774247
house_homeland | -8.323705 1.77138 -4.70 0.000 -11.79815 -4.84926
_cons | 21.87243 6.272508 3.49 0.001 9.56932 34.17554
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 565 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)
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(0 real changes made)
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(1 real change made)
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(1 real change made)
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(0 real changes made)
(1 real change made)
(1 real change made)
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(1 real change made)
(0 real changes made)
(62,331 observations deleted)
(15 missing values generated)
(2 real changes made)
(1 real change 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)
(16 missing values generated)
(2 real changes made)
(1 real change made)
(16 missing values generated)
(2 real changes made)
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(5 real changes made)
(5 real changes made)
(5 real changes made)
file /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Output/Table10_pct_cosponsors_opposite_WF11.xls saved
.
. log close
name: <unnamed>
log: /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Log/Table10.log
log type: text
closed on: 8 Jul 2021, 12:38:38
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