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