--------------------------------------------------------------------------------------------------------------------------------------------------------------------- name: 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) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (62,331 observations deleted) (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) (1 real change made) (0 real changes made) (5 real changes made) (5 real changes made) (5 real changes made) file /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Output/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) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (1 real change made) (1 real change made) (1 real change made) (1 real change made) (0 real changes made) (62,331 observations deleted) (15 missing values generated) (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) (1 real change made) (5 real changes made) (5 real changes made) (5 real changes made) file /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Output/Table10_pct_cosponsors_opposite_WF11.xls saved . . log close name: 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 ---------------------------------------------------------------------------------------------------------------------------------------------------------------------