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name: <unnamed>
log: /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Log/TableD1.log
log type: text
opened on: 12 Jul 2021, 18:50:42
.
. use "$AnalysisData/cosponsors_analysis_101-111_replication.dta", clear
(Individual-level data set. Each observation is an individual congress member.)
. gen byte tag_cosponsor=1
.
. gen byte cosponsor_democrat = cosponsor_party==100 if cosponsor_party~=.
(13 missing values generated)
.
. gen byte cosponsor_region_NE = cosponsor_state_icpsr>=1 & cosponsor_state_icpsr<=14 if cosponsor_state_icpsr~=.
(5 missing values generated)
. gen byte cosponsor_region_MW = cosponsor_state_icpsr>=21 & cosponsor_state_icpsr<=37 if cosponsor_state_icpsr~=.
(5 missing values generated)
. gen byte cosponsor_region_SO = cosponsor_state_icpsr>=40 & cosponsor_state_icpsr<=56 if cosponsor_state_icpsr~=.
(5 missing values generated)
. gen byte cosponsor_region_WE = cosponsor_state_icpsr>=61 & cosponsor_state_icpsr<=82 if cosponsor_state_icpsr~=.
(5 missing values generated)
.
. replace cosponsor_age=. if cosponsor_age>100
(1 real change made, 1 to missing)
. gen cosponsor_rookie=(cosponsor_tenure_run==1) if cosponsor_tenure_run!=.
(5 missing values generated)
. gen byte leader = (cosp_comc==1) | (cosp_comr==1) if cosp_comc~=. & cosp_comr~=.
(84 missing values generated)
.
. egen tag_congressmen=tag(v2 cosponsor_state_abbrev cosponsor_district cosponsor_term_served)
.
. gen lnpden=cosp_lnpop-cosp_lnarea
(1 missing value generated)
. gen absMV=abs(cosp_MV1_democrat)
(416 missing values generated)
.
. cap drop pctbills_cosponsored_opp
. gen pctbills_cosponsored_opp=100*nbills_cosponsored_opp/(nbills_cosponsored+1)
. replace pctbills_cosponsored_opp=. if pctbills_cosponsored_opp>100
(0 real changes made)
.
. gen int decade = 1980 if v2<=102
(3,987 missing values generated)
. replace decade=1990 if v2>=103 & v2<=107
(2,219 real changes made)
. replace decade=2000 if v2>=108
(1,768 real changes made)
.
. egen district_id = group(decade cosponsor_state_abbrev cosponsor_district)
.
. foreach name in "democrat" "tenure_run" "age" "rookie" "region_NE" "region_MW" "region_WE" {
2. ren cosponsor_`name' cosp_`name'
3. }
. foreach name in "democrat" "tenure_run" "age" "rookie" "comc" "comr" "borninstate" /*
> */ "ivycoll" "black" "occ0" "occ1" "occ2" "occ3" "occ4" "region_NE" "region_MW" "region_WE" /*
> */ "pct_b" "pct_u" "pct_f" "pct_a" "lnpop" "lninc" "lnarea" {
2. ren cosp_`name' `name'
3. }
.
. local cosp_controls1 = "i.v2 "
. local cosp_controls2 = "i.v2 cosp_MV1_female femaleXcosp_MV1_female "
. local cosp_controls3 = "i.v2 cosp_MV1_female femaleXcosp_MV1_female "
. local cosp_controls4 = "i.v2 "
. local cosp_controls5 = "i.v2 "
.
. local cosp_other_controls = "house_* democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate region_NE region_MW region_WE pct_b p
> ct_u pct_f pct_a lninc lnpden"
. local cosp_billchars = "house_*"
. local cosp_indivchars = "democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate"
. local cosp_districtchars = "region_NE region_MW region_WE pct_b pct_u pct_f pct_a lninc lnpden"
.
. local cosp_if1 = "if tag_cosponsor==1"
. local cosp_if2 = "if cosponsor_party==100 & tag_cosponsor==1"
. local cosp_if3 = "if cosponsor_party==200 & tag_cosponsor==1"
.
. foreach depvar of varlist nbills_cosponsored pctbills_cosponsored_opp {
2. forvalues j=1/5 {
3. forvalues k = 1/3 {
4. qui reg `depvar' cosponsor_female `cosp_controls2' `cosp_other_controls' `cosp_if`k'' & cosp_mixed_gender_election==1, robust cluster(cosponsor_v1_
> fix)
5. qui gen sample=e(sample)
6.
. di ""
7. di ""
8. di "j = ", `j', "k = ", `k'
9. di ""
10. di ""
11.
. di "rdbwselect_2014 `depvar' cosp_MV1_female `cosp_if`k'', c(0) kernel(uniform)"
12. rdbwselect_2014 `depvar' cosp_MV1_female `cosp_if`k'', c(0) kernel(uniform)
13. local band = e(h_CCT)
14.
. if `j'==1 {
15. di "reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_other_controls' `cosp_if`k'', robust cluster(cosponsor_v1_fix)"
16. reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_other_controls' `cosp_if`k'', robust cluster(cosponsor_v1_fix)
17. }
18. else if `j'==2 {
19. di "reg `depvar' cosponsor_female `controls`j'' `cosp_if`k'' & sample==1 & abs(cosp_MV1_female)<=`band', robust cluster(cosponsor_v1_fix)"
20. reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'' & sample==1 & abs(cosp_MV1_female)<=`band', robust cluster(cosponsor_v1_fix)
21. }
22. else if `j'==3 {
23. qui probit cosponsor_female i.v2 `cosp_districtchars' `cosp_if`k'' & tag_cosponsor==1 & abs(cosp_MV1_female)<=`band'
24. predict pscore if sample==1
25. gen wt = 1/pscore if cosponsor_female==1
26. replace wt =1/(1-pscore) if cosponsor_female==0
27. di "reg `depvar' cosponsor_female `cosp_controls`j'' [aw=wt] `cosp_if`k'' & sample==1 & abs(cosp_MV1_female)<=`band', robust cluster(cosponsor_v
> 1_fix)"
28. reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_billchars' [aw=wt] `cosp_if`k'' & sample==1 & abs(cosp_MV1_female)<=`band', robust cluster(c
> osponsor_v1_fix)
29. drop pscore wt
30. }
31. else if `j'==4 {
32. qui probit cosponsor_female i.v2 `cosp_districtchars' absMV `cosp_if`k'' & tag_cosponsor==1
33. predict pscore
34. gen wt = 1/pscore if cosponsor_female==1
35. replace wt =1/(1-pscore) if cosponsor_female==0
36. di "reg `depvar' cosponsor_female `cosp_controls`j'' [aw=wt] `cosp_if`k'', robust cluster(cosponsor_v1_fix)"
37. reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_billchars' [aw=wt] `cosp_if`k'', robust cluster(cosponsor_v1_fix)
38. drop pscore wt
39. }
40. else if `j'==5 {
41. qui probit cosponsor_female i.v2 `cosp_districtchars' `cosp_indivchars' absMV `cosp_if`k'' & tag_cosponsor==1
42. predict pscore
43. gen wt = 1/pscore if cosponsor_female==1
44. replace wt =1/(1-pscore) if cosponsor_female==0
45. di "reg `depvar' cosponsor_female `cosp_controls`j'' [aw=wt] `cosp_if`k'', robust cluster(cosponsor_v1_fix)"
46. reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_billchars' [aw=wt] `cosp_if`k'', robust cluster(cosponsor_v1_fix)
47. drop pscore wt
48. }
49.
. if `j'~=2 & `j'~=3{
50. scalar b_col`j'_row`k' = _b[cosponsor_female]
51. scalar se_col`j'_row`k' = _se[cosponsor_female]
52. scalar n_col`j'_row`k' = e(N)
53. sum tag_congressmen if tag_congressmen==1 & e(sample)
54. scalar ni_col`j'_row`k' = e(N_clust)
55. scalar ob_col`j'_row`k' = .
56. }
57. if `j'==2 | `j'==3 {
58. scalar b_col`j'_row`k' = _b[cosponsor_female]
59. scalar se_col`j'_row`k' = _se[cosponsor_female]
60. scalar n_col`j'_row`k' = e(N)
61. sum tag_congressmen if tag_congressmen==1 & e(sample)
62. scalar ni_col`j'_row`k' = e(N_clust)
63. scalar ob_col`j'_row`k' = round(`band')
64. }
65.
. drop sample
66.
. }
67. }
68.
. preserve
69.
. * Display results
.
. forvalues i = 1/5 {
70. gen var`i' =.
71. }
72. gen str20 var6 = ""
73.
. forvalues j=1/5 {
74. forvalues k = 1/3 {
75. replace var`j' = b_col`j'_row`k' if _n==6*(`k'-1)+1
76. replace var`j' = se_col`j'_row`k' if _n==6*(`k'-1)+2
77. replace var`j' = n_col`j'_row`k' if _n==6*(`k'-1)+3
78. replace var`j' = ni_col`j'_row`k' if _n==6*(`k'-1)+4
79. replace var`j' = ob_col`j'_row`k' if _n==6*(`k'-1)+5
80. }
81. }
82.
. keep var1-var6
83. keep if _n<=18
84.
. order var6 var1-var5
85.
. ren var6 sampletype
86. ren var1 OLS_all
87. ren var2 RD_bwidth
88. ren var3 RD_match_bw
89. ren var4 PS_match
90. ren var5 PS_match_indiv
91.
. foreach var of varlist OLS_all RD_bwidth RD_match_bw PS_match PS_match_indiv {
92. gen str3 `var'_stars ="*" if abs(`var'/`var'[_n+1])>=1.645 & mod(_n,6)==1
93. replace `var'_stars ="**" if abs(`var'/`var'[_n+1])>=1.96 & mod(_n,6)==1
94. replace `var'_stars="***" if abs(`var'/`var'[_n+1])>=2.58 & mod(_n,6)==1
95. }
96.
. replace sampletype = "All" if _n>=1 & _n<=5
97. replace sampletype = "Democrats" if _n>=7 & _n<=11
98. replace sampletype = "Republicans" if _n>=13 & _n<=17
99.
. 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
100. export excel using "$Output/TableD1_ReactiveCooperativeness_RDIPW_`depvar'.xlsx", firstrow(var) replace
101. restore
102.
. }
j = 1 k = 1
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.89742 27.36987 .5077634
----------------------------------------------
reg nbills_cosponsored cosponsor_female i.v2 house_* democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate region_NE region_MW re
> gion_WE pct_b pct_u pct_f pct_a lninc lnpden if tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
Linear regression Number of obs = 4,747
F(66, 1080) = 26.51
Prob > F = 0.0000
R-squared = 0.4326
Root MSE = 86.3
(Std. Err. adjusted for 1,081 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 6.984743 8.379624 0.83 0.405 -9.457444 23.42693
|
v2 |
102 | -47.43209 7.457664 -6.36 0.000 -62.06524 -32.79894
103 | -68.23065 14.97918 -4.56 0.000 -97.62225 -38.83906
104 | -20.84942 26.00942 -0.80 0.423 -71.88414 30.18531
105 | -43.47567 26.63855 -1.63 0.103 -95.74485 8.793502
106 | -26.53517 25.07877 -1.06 0.290 -75.74381 22.67347
107 | -33.10889 25.23024 -1.31 0.190 -82.61473 16.39696
108 | 49.32891 45.6145 1.08 0.280 -40.17418 138.832
109 | 39.10101 46.23344 0.85 0.398 -51.61652 129.8185
110 | 96.31458 47.3739 2.03 0.042 3.359273 189.2699
111 | 90.84448 47.1071 1.93 0.054 -1.587327 183.2763
|
house_administration_m | -148.4673 83.55245 -1.78 0.076 -312.4108 15.47621
house_agriculture_m | -11.71935 65.70579 -0.18 0.858 -140.6448 117.2061
house_appropriations_m | 279.1126 46.63178 5.99 0.000 187.6135 370.6118
house_armedservices_m | 119.7165 81.8844 1.46 0.144 -40.95405 280.387
house_budget_m | -136.9604 95.19863 -1.44 0.151 -323.7556 49.83486
house_dc_m | -219.668 608.6204 -0.36 0.718 -1413.881 974.5444
house_educlabor_m | 275.7316 76.38736 3.61 0.000 125.8471 425.616
house_energycommerce_m | 152.5809 37.81046 4.04 0.000 78.39066 226.7712
house_foreignaffairs_m | 512.1777 90.26722 5.67 0.000 335.0587 689.2967
house_governmentop_m | 554.1823 107.136 5.17 0.000 343.9639 764.4007
house_intelligence_m | -1007.965 256.7576 -3.93 0.000 -1511.765 -504.1644
house_interior_m | -235.4824 126.62 -1.86 0.063 -483.9314 12.96655
house_judiciary_m | 66.95477 40.73022 1.64 0.100 -12.96456 146.8741
house_mmf_m | 170.989 82.15073 2.08 0.038 9.795877 332.1821
house_pocs_m | -410.5121 107.0017 -3.84 0.000 -620.4668 -200.5573
house_pwt_m | -319.8421 98.61316 -3.24 0.001 -513.3372 -126.3471
house_rules_m | -288.5658 107.8714 -2.68 0.008 -500.227 -76.90464
house_sst_m | -305.9311 168.2669 -1.82 0.069 -636.0982 24.23607
house_smallbusi_m | 821.4125 282.0093 2.91 0.004 268.0643 1374.761
house_soc_m | -810.7311 565.4333 -1.43 0.152 -1920.203 298.7412
house_veterans_m | 222.0186 76.01011 2.92 0.004 72.87438 371.1628
house_waysandmeans_m | -37.04411 32.43814 -1.14 0.254 -100.693 26.60482
house_naturalresources_m | -434.8113 101.7024 -4.28 0.000 -634.368 -235.2547
house_bfs_m | -806.0298 52.61536 -15.32 0.000 -909.2697 -702.7899
house_eeo_m | 5.885813 69.65319 0.08 0.933 -130.7851 142.5567
house_govreform_m | -63.20802 56.39381 -1.12 0.263 -173.8619 47.44582
house_ir_m | 375.3141 88.78356 4.23 0.000 201.1063 549.522
house_natsecur_m | -148.3094 90.66666 -1.64 0.102 -326.2121 29.59338
house_oversight_m | -322.929 86.43834 -3.74 0.000 -492.5351 -153.3229
house_resources_m | -254.6979 66.2184 -3.85 0.000 -384.6292 -124.7666
house_science_m | 314.3139 133.3688 2.36 0.019 52.62266 576.0052
house_transp_m | -383.9974 74.0349 -5.19 0.000 -529.2659 -238.7289
house_homeland_m | -193.7426 153.3844 -1.26 0.207 -494.7077 107.2226
democrat | 34.72584 6.510035 5.33 0.000 21.95209 47.49959
rookie | -28.14516 4.409554 -6.38 0.000 -36.79742 -19.49289
tenure_run | -2.545299 1.010072 -2.52 0.012 -4.527225 -.5633729
age | .5460557 .2821244 1.94 0.053 -.0075184 1.09963
leader | -3.697749 7.623849 -0.49 0.628 -18.65698 11.26149
ivycoll | -1.670475 11.65913 -0.14 0.886 -24.54758 21.20663
black | 44.88165 16.42301 2.73 0.006 12.65702 77.10627
occ0 | -3.803149 9.556168 -0.40 0.691 -22.55391 14.94761
occ1 | -5.882859 10.63538 -0.55 0.580 -26.7512 14.98548
occ2 | -17.48342 8.206701 -2.13 0.033 -33.5863 -1.380536
occ3 | -9.775566 10.65291 -0.92 0.359 -30.67832 11.12719
occ4 | -11.00431 8.205521 -1.34 0.180 -27.10488 5.096255
borninstate | -7.87535 5.745045 -1.37 0.171 -19.14807 3.397365
region_NE | 33.60348 8.020738 4.19 0.000 17.86549 49.34148
region_MW | 9.626631 6.673097 1.44 0.149 -3.467072 22.72033
region_WE | 21.13025 8.688002 2.43 0.015 4.08297 38.17752
pct_b | 24.71326 28.95638 0.85 0.394 -32.10386 81.53039
pct_u | -15.35398 15.58453 -0.99 0.325 -45.93337 15.22541
pct_f | 85.2649 40.89263 2.09 0.037 5.026886 165.5029
pct_a | -34.89668 71.4618 -0.49 0.625 -175.1164 105.323
lninc | 30.73705 15.37491 2.00 0.046 .5689655 60.90513
lnpden | 2.406128 2.4914 0.97 0.334 -2.482404 7.294661
_cons | -91.14234 160.6392 -0.57 0.571 -406.3427 224.058
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 4,747 1 0 1 1
j = 1 k = 2
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.89021 31.25053 .5404774
----------------------------------------------
reg nbills_cosponsored cosponsor_female i.v2 house_* democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate region_NE region_MW re
> gion_WE pct_b pct_u pct_f pct_a lninc lnpden if cosponsor_party==100 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
note: democrat omitted because of collinearity
Linear regression Number of obs = 2,495
F(65, 581) = 23.71
Prob > F = 0.0000
R-squared = 0.4665
Root MSE = 96.28
(Std. Err. adjusted for 582 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 5.546681 10.8081 0.51 0.608 -15.68103 26.77439
|
v2 |
102 | -39.59621 11.10884 -3.56 0.000 -61.4146 -17.77782
103 | -38.12923 23.21189 -1.64 0.101 -83.71868 7.460218
104 | 54.18362 39.86032 1.36 0.175 -24.10425 132.4715
105 | 16.17079 39.69639 0.41 0.684 -61.79513 94.13671
106 | 40.01872 37.39107 1.07 0.285 -33.41941 113.4569
107 | 55.23976 37.89572 1.46 0.145 -19.18954 129.6691
108 | 91.76769 72.05688 1.27 0.203 -49.75602 233.2914
109 | 90.59991 73.08106 1.24 0.216 -52.93534 234.1352
110 | 151.1532 73.3085 2.06 0.040 7.17128 295.1352
111 | 132.8403 74.13274 1.79 0.074 -12.76052 278.4411
|
house_administration_m | -373.4497 138.2203 -2.70 0.007 -644.922 -101.9773
house_agriculture_m | -148.1273 107.5527 -1.38 0.169 -359.3666 63.1121
house_appropriations_m | 166.6079 207.1708 0.80 0.422 -240.287 573.5029
house_armedservices_m | 29.71881 137.0284 0.22 0.828 -239.4125 298.8501
house_budget_m | -543.0625 201.7927 -2.69 0.007 -939.3945 -146.7304
house_dc_m | -1481.868 821.5816 -1.80 0.072 -3095.5 131.764
house_educlabor_m | 158.2641 105.6751 1.50 0.135 -49.28768 365.8158
house_energycommerce_m | 137.5324 62.21478 2.21 0.027 15.33909 259.7256
house_foreignaffairs_m | 438.2106 132.1786 3.32 0.001 178.6046 697.8166
house_governmentop_m | 733.473 165.3152 4.44 0.000 408.7849 1058.161
house_intelligence_m | -1716.679 407.6253 -4.21 0.000 -2517.277 -916.08
house_interior_m | -21.41038 186.048 -0.12 0.908 -386.819 343.9982
house_judiciary_m | 102.9083 69.26172 1.49 0.138 -33.12556 238.9422
house_mmf_m | 81.79994 132.221 0.62 0.536 -177.8895 341.4894
house_pocs_m | -248.4089 157.0244 -1.58 0.114 -556.8135 59.99572
house_pwt_m | -465.2059 143.7511 -3.24 0.001 -747.541 -182.8708
house_rules_m | -832.1037 168.803 -4.93 0.000 -1163.642 -500.5653
house_sst_m | 70.08997 241.1847 0.29 0.771 -403.6101 543.7901
house_smallbusi_m | 725.4066 377.1639 1.92 0.055 -15.36427 1466.178
house_soc_m | -1810.908 864.2823 -2.10 0.037 -3508.406 -113.4091
house_veterans_m | 132.5668 99.59108 1.33 0.184 -63.03556 328.1692
house_waysandmeans_m | -111.2989 53.47323 -2.08 0.038 -216.3233 -6.274497
house_naturalresources_m | -564.2896 156.9846 -3.59 0.000 -872.6161 -255.9631
house_bfs_m | -974.8566 81.66053 -11.94 0.000 -1135.242 -814.4708
house_eeo_m | -419.7142 122.7512 -3.42 0.001 -660.8044 -178.6239
house_govreform_m | -189.6795 123.6451 -1.53 0.126 -432.5253 53.16636
house_ir_m | 396.6273 143.9724 2.75 0.006 113.8576 679.397
house_natsecur_m | -231.5551 139.9778 -1.65 0.099 -506.4794 43.36913
house_oversight_m | -586.475 132.7539 -4.42 0.000 -847.2111 -325.7389
house_resources_m | -605.4661 158.9729 -3.81 0.000 -917.6977 -293.2344
house_science_m | 127.5657 195.572 0.65 0.514 -256.5485 511.68
house_transp_m | -406.059 128.396 -3.16 0.002 -658.2358 -153.8822
house_homeland_m | -451.386 291.0204 -1.55 0.121 -1022.966 120.1942
democrat | 0 (omitted)
rookie | -37.30237 7.272622 -5.13 0.000 -51.5862 -23.01853
tenure_run | -2.355499 1.58091 -1.49 0.137 -5.460495 .7494964
age | .3861574 .4542305 0.85 0.396 -.5059764 1.278291
leader | 4.718252 12.89165 0.37 0.715 -20.60166 30.03816
ivycoll | -14.71578 15.10594 -0.97 0.330 -44.38469 14.95312
black | 39.90163 20.36948 1.96 0.051 -.1051524 79.90842
occ0 | -8.63493 13.96211 -0.62 0.537 -36.05728 18.78742
occ1 | -8.182868 15.61302 -0.52 0.600 -38.84771 22.48198
occ2 | -29.1179 12.65957 -2.30 0.022 -53.98199 -4.253806
occ3 | -20.47513 16.69296 -1.23 0.220 -53.26103 12.31077
occ4 | -22.25742 15.19166 -1.47 0.143 -52.09468 7.579842
borninstate | -10.56696 9.799955 -1.08 0.281 -29.81461 8.680697
region_NE | 30.97238 12.39665 2.50 0.013 6.624668 55.32009
region_MW | 19.82781 11.34545 1.75 0.081 -2.455272 42.1109
region_WE | 18.40638 14.80123 1.24 0.214 -10.66405 47.47682
pct_b | 39.00787 40.27173 0.97 0.333 -40.08805 118.1038
pct_u | 12.40494 25.58342 0.48 0.628 -37.84231 62.6522
pct_f | 124.9522 55.87085 2.24 0.026 15.21879 234.6857
pct_a | -18.22868 118.6507 -0.15 0.878 -251.2653 214.8079
lninc | 48.88288 20.26513 2.41 0.016 9.081037 88.68472
lnpden | -.5714857 4.214575 -0.14 0.892 -8.849145 7.706174
_cons | -166.5714 207.448 -0.80 0.422 -574.0108 240.868
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,495 1 0 1 1
j = 1 k = 3
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.59159 28.05961 .5912979
----------------------------------------------
reg nbills_cosponsored cosponsor_female i.v2 house_* democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate region_NE region_MW re
> gion_WE pct_b pct_u pct_f pct_a lninc lnpden if cosponsor_party==200 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
note: democrat omitted because of collinearity
Linear regression Number of obs = 2,243
F(65, 509) = 12.61
Prob > F = 0.0000
R-squared = 0.3244
Root MSE = 62.14
(Std. Err. adjusted for 510 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 10.00724 8.795016 1.14 0.256 -7.271759 27.28625
|
v2 |
102 | -14.14736 8.478128 -1.67 0.096 -30.80379 2.509074
103 | -9.410481 17.72362 -0.53 0.596 -44.23094 25.40998
104 | 9.295773 32.99758 0.28 0.778 -55.53245 74.124
105 | -22.99008 30.04018 -0.77 0.444 -82.00809 36.02792
106 | -28.48168 27.04976 -1.05 0.293 -81.62461 24.66124
107 | -57.74255 26.77262 -2.16 0.031 -110.341 -5.144115
108 | 10.67386 43.81754 0.24 0.808 -75.41164 96.75936
109 | 17.51662 44.96503 0.39 0.697 -70.82328 105.8565
110 | 62.341 47.86997 1.30 0.193 -31.70605 156.388
111 | 61.56568 47.73587 1.29 0.198 -32.2179 155.3493
|
house_administration_m | -122.2722 105.9239 -1.15 0.249 -330.3741 85.82966
house_agriculture_m | -146.2844 69.31825 -2.11 0.035 -282.4695 -10.0993
house_appropriations_m | 134.3325 49.14 2.73 0.006 37.79026 230.8747
house_armedservices_m | 52.25951 89.17652 0.59 0.558 -122.9398 227.4589
house_budget_m | -278.0399 94.59377 -2.94 0.003 -463.8822 -92.19764
house_dc_m | 1133.056 697.2446 1.63 0.105 -236.7756 2502.888
house_educlabor_m | 127.3561 59.83136 2.13 0.034 9.809327 244.903
house_energycommerce_m | -11.47147 39.20454 -0.29 0.770 -88.49412 65.55117
house_foreignaffairs_m | 594.6644 130.5862 4.55 0.000 338.1102 851.2187
house_governmentop_m | 5.524322 125.5121 0.04 0.965 -241.0613 252.1099
house_intelligence_m | -1336.671 267.7069 -4.99 0.000 -1862.618 -810.7248
house_interior_m | -336.0858 156.3168 -2.15 0.032 -643.1913 -28.98036
house_judiciary_m | -91.45588 41.0146 -2.23 0.026 -172.0346 -10.87714
house_mmf_m | 5.530754 90.69536 0.06 0.951 -172.6526 183.7141
house_pocs_m | 34.58745 140.0303 0.25 0.805 -240.5211 309.696
house_pwt_m | -196.4029 93.31211 -2.10 0.036 -379.7272 -13.0786
house_rules_m | -205.4186 100.6477 -2.04 0.042 -403.1547 -7.682492
house_sst_m | -313.2018 191.2083 -1.64 0.102 -688.8564 62.45277
house_smallbusi_m | 716.3193 262.7054 2.73 0.007 200.199 1232.44
house_soc_m | -818.8504 643.155 -1.27 0.204 -2082.416 444.7147
house_veterans_m | 207.9154 86.99802 2.39 0.017 36.99597 378.8348
house_waysandmeans_m | 18.6752 36.57694 0.51 0.610 -53.18516 90.53556
house_naturalresources_m | -284.2473 108.9453 -2.61 0.009 -498.2852 -70.20946
house_bfs_m | -611.5532 55.22086 -11.07 0.000 -720.042 -503.0643
house_eeo_m | -17.01759 68.49029 -0.25 0.804 -151.576 117.5409
house_govreform_m | -112.8323 56.5252 -2.00 0.046 -223.8837 -1.780869
house_ir_m | 397.2916 90.10834 4.41 0.000 220.2616 574.3217
house_natsecur_m | -150.0212 101.6828 -1.48 0.141 -349.7909 49.74855
house_oversight_m | -137.9064 76.66775 -1.80 0.073 -288.5306 12.71781
house_resources_m | -183.5836 56.48436 -3.25 0.001 -294.5548 -72.61242
house_science_m | 241.6498 157.3488 1.54 0.125 -67.48326 550.7828
house_transp_m | -245.9055 69.68399 -3.53 0.000 -382.8092 -109.0019
house_homeland_m | 146.232 154.459 0.95 0.344 -157.2237 449.6878
democrat | 0 (omitted)
rookie | -18.90051 4.210061 -4.49 0.000 -27.17175 -10.62927
tenure_run | -3.253841 .8485783 -3.83 0.000 -4.920988 -1.586694
age | .4277242 .2985526 1.43 0.153 -.1588229 1.014271
leader | -7.599592 6.76471 -1.12 0.262 -20.88978 5.690597
ivycoll | 13.41643 14.23897 0.94 0.347 -14.55796 41.39082
black | -24.34637 44.05055 -0.55 0.581 -110.8896 62.19691
occ0 | 1.523093 10.0341 0.15 0.879 -18.19026 21.23644
occ1 | -5.056751 9.429857 -0.54 0.592 -23.58298 13.46948
occ2 | -2.975847 7.685318 -0.39 0.699 -18.0747 12.123
occ3 | 2.61212 10.54314 0.25 0.804 -18.10132 23.32556
occ4 | -.5723201 8.105261 -0.07 0.944 -16.4962 15.35156
borninstate | -5.142071 4.986036 -1.03 0.303 -14.93781 4.653671
region_NE | 22.48021 9.394325 2.39 0.017 4.023787 40.93664
region_MW | -5.777725 6.848673 -0.84 0.399 -19.23287 7.677421
region_WE | 15.39684 8.228588 1.87 0.062 -.7693341 31.56302
pct_b | 7.262431 31.38305 0.23 0.817 -54.39382 68.91868
pct_u | -23.72154 15.57109 -1.52 0.128 -54.31305 6.86997
pct_f | -31.8829 32.40916 -0.98 0.326 -95.55509 31.78928
pct_a | -39.84742 73.00249 -0.55 0.585 -183.2707 103.5759
lninc | 26.18109 20.65022 1.27 0.205 -14.38907 66.75125
lnpden | 1.217436 2.547229 0.48 0.633 -3.786939 6.221812
_cons | 14.08185 211.031 0.07 0.947 -400.5171 428.6808
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,243 1 0 1 1
j = 2 k = 1
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.89742 27.36987 .5077634
----------------------------------------------
reg nbills_cosponsored cosponsor_female if tag_cosponsor==1 & sample==1 & abs(cosp_MV1_female)<=13.89741854710611, robust cluster(cosponsor_v1_fix)
Linear regression Number of obs = 199
F(13, 162) = 2.99
Prob > F = 0.0006
R-squared = 0.1644
Root MSE = 84.312
(Std. Err. adjusted for 163 clusters in cosponsor_v1_fix)
----------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
cosponsor_female | 42.42023 24.32691 1.74 0.083 -5.618512 90.45897
|
v2 |
102 | -5.627571 62.95782 -0.09 0.929 -129.9514 118.6962
103 | -92.88446 59.46729 -1.56 0.120 -210.3155 24.54654
104 | -133.2546 60.16632 -2.21 0.028 -252.066 -14.4432
105 | -72.03533 60.91504 -1.18 0.239 -192.3252 48.25456
106 | -40.8809 60.76124 -0.67 0.502 -160.8671 79.10528
107 | -49.98743 61.4219 -0.81 0.417 -171.2782 71.30337
108 | -49.04022 65.51779 -0.75 0.455 -178.4192 80.3388
109 | -78.53019 61.64267 -1.27 0.205 -200.2569 43.19656
110 | -37.35713 59.50024 -0.63 0.531 -154.8532 80.13894
111 | -62.87977 59.2462 -1.06 0.290 -179.8742 54.11464
|
cosp_MV1_female | -1.818425 1.961303 -0.93 0.355 -5.69144 2.05459
femaleXcosp_MV1_female | 1.576196 3.022298 0.52 0.603 -4.391985 7.544376
_cons | 253.2948 58.62442 4.32 0.000 137.5283 369.0614
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 199 1 0 1 1
j = 2 k = 2
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.89021 31.25053 .5404774
----------------------------------------------
reg nbills_cosponsored cosponsor_female if cosponsor_party==100 & tag_cosponsor==1 & sample==1 & abs(cosp_MV1_female)<=16.89020517752023, robust cluster(cosponsor_v
> 1_fix)
Linear regression Number of obs = 111
F(13, 83) = 4.71
Prob > F = 0.0000
R-squared = 0.2905
Root MSE = 90.36
(Std. Err. adjusted for 84 clusters in cosponsor_v1_fix)
----------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
cosponsor_female | 13.90485 37.7993 0.37 0.714 -61.27644 89.08613
|
v2 |
102 | -39.98697 80.09719 -0.50 0.619 -199.2971 119.3231
103 | -151.3968 80.06329 -1.89 0.062 -310.6395 7.845867
104 | -199.5804 84.04345 -2.37 0.020 -366.7394 -32.42131
105 | -102.5486 83.63178 -1.23 0.224 -268.8889 63.79163
106 | -70.31005 81.49113 -0.86 0.391 -232.3926 91.77253
107 | -44.46696 78.34296 -0.57 0.572 -200.288 111.354
108 | -45.04612 89.32066 -0.50 0.615 -222.7013 132.6091
109 | -104.7453 83.69252 -1.25 0.214 -271.2063 61.71579
110 | -40.76164 85.46214 -0.48 0.635 -210.7424 129.2191
111 | -105.4867 78.89354 -1.34 0.185 -262.4027 51.42942
|
cosp_MV1_female | -.387172 2.938636 -0.13 0.895 -6.232 5.457656
femaleXcosp_MV1_female | .8724047 3.804165 0.23 0.819 -6.693927 8.438736
_cons | 324.6677 83.05223 3.91 0.000 159.4801 489.8552
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 111 1 0 1 1
j = 2 k = 3
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.59159 28.05961 .5912979
----------------------------------------------
reg nbills_cosponsored cosponsor_female if cosponsor_party==200 & tag_cosponsor==1 & sample==1 & abs(cosp_MV1_female)<=16.59158940576541, robust cluster(cosponsor_v
> 1_fix)
Linear regression Number of obs = 137
F(13, 107) = 1.45
Prob > F = 0.1501
R-squared = 0.1191
Root MSE = 73.475
(Std. Err. adjusted for 108 clusters in cosponsor_v1_fix)
----------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
cosponsor_female | 7.947979 29.02822 0.27 0.785 -49.59709 65.49305
|
v2 |
102 | -.9178194 67.27439 -0.01 0.989 -134.2815 132.4458
103 | -59.41564 55.53292 -1.07 0.287 -169.5032 50.6719
104 | -80.21108 61.22228 -1.31 0.193 -201.5771 41.15496
105 | -80.80306 60.16877 -1.34 0.182 -200.0806 38.4745
106 | -31.64876 60.68368 -0.52 0.603 -151.9471 88.64955
107 | -58.0932 61.69966 -0.94 0.349 -180.4056 64.21918
108 | -83.3717 61.29105 -1.36 0.177 -204.8741 38.13065
109 | -64.47335 61.63444 -1.05 0.298 -186.6564 57.70975
110 | -28.07146 59.16461 -0.47 0.636 -145.3584 89.21547
111 | -44.04114 60.00295 -0.73 0.465 -162.99 74.9077
|
cosp_MV1_female | .2496042 1.415837 0.18 0.860 -2.557127 3.056335
femaleXcosp_MV1_female | 1.457801 2.790535 0.52 0.602 -4.07411 6.989712
_cons | 236.0606 57.13332 4.13 0.000 122.8005 349.3208
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 137 1 0 1 1
j = 3 k = 1
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.89742 27.36987 .5077634
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(3,994 missing values generated)
(4,486 missing values generated)
(492 real changes made)
reg nbills_cosponsored cosponsor_female i.v2 cosp_MV1_female femaleXcosp_MV1_female [aw=wt] if tag_cosponsor==1 & sample==1 & abs(cosp_MV1_female)<=13.8974185471061
> 1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 398.1252465248108)
Linear regression Number of obs = 199
F(46, 162) = 9.10
Prob > F = 0.0000
R-squared = 0.5652
Root MSE = 66.353
(Std. Err. adjusted for 163 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 23.60647 22.31887 1.06 0.292 -20.46695 67.67989
|
v2 |
102 | -16.70042 31.2494 -0.53 0.594 -78.40911 45.00826
103 | 85.79707 50.40277 1.70 0.091 -13.73408 185.3282
104 | -80.69676 145.207 -0.56 0.579 -367.4392 206.0457
105 | -97.32987 110.1092 -0.88 0.378 -314.7643 120.1045
106 | -97.99266 93.60845 -1.05 0.297 -282.8427 86.85742
107 | -121.0531 98.61891 -1.23 0.221 -315.7974 73.6912
108 | -95.11998 90.42714 -1.05 0.294 -273.6879 83.44791
109 | -109.2609 95.12211 -1.15 0.252 -297.1001 78.57819
110 | 6.631157 99.01934 0.07 0.947 -188.9039 202.1662
111 | 37.95365 96.98753 0.39 0.696 -153.5691 229.4764
|
cosp_MV1_female | -1.778618 2.010505 -0.88 0.378 -5.748793 2.191558
femaleXcosp_MV1_female | 3.306943 2.493609 1.33 0.187 -1.617226 8.231111
house_administration_m | -732.2198 409.8919 -1.79 0.076 -1541.64 77.20027
house_agriculture_m | 537.3616 363.2679 1.48 0.141 -179.9893 1254.713
house_appropriations_m | 206.2376 219.1417 0.94 0.348 -226.505 638.9801
house_armedservices_m | -495.5966 284.5092 -1.74 0.083 -1057.421 66.22817
house_budget_m | -681.3715 543.3806 -1.25 0.212 -1754.394 391.6507
house_dc_m | -6394.973 2889.871 -2.21 0.028 -12101.65 -688.2987
house_educlabor_m | 283.7125 174.9784 1.62 0.107 -61.82017 629.2451
house_energycommerce_m | 43.35366 102.0978 0.42 0.672 -158.2604 244.9677
house_foreignaffairs_m | 463.4097 329.4185 1.41 0.161 -187.0982 1113.918
house_governmentop_m | 230.5563 539.1403 0.43 0.669 -834.0925 1295.205
house_intelligence_m | -49.33497 1318.185 -0.04 0.970 -2652.376 2553.706
house_interior_m | 2235.302 914.2115 2.45 0.016 429.9941 4040.61
house_judiciary_m | -4.160958 141.2122 -0.03 0.977 -283.0148 274.6929
house_mmf_m | 19.68415 667.3553 0.03 0.977 -1298.153 1337.521
house_pocs_m | -787.4481 657.003 -1.20 0.232 -2084.842 509.9461
house_pwt_m | -1467.418 348.443 -4.21 0.000 -2155.494 -779.342
house_rules_m | -747.2828 451.864 -1.65 0.100 -1639.586 145.0202
house_sst_m | -394.2909 660.7786 -0.60 0.552 -1699.141 910.559
house_smallbusi_m | 199.6549 601.1197 0.33 0.740 -987.3857 1386.696
house_soc_m | 1928.597 2291.713 0.84 0.401 -2596.885 6454.079
house_veterans_m | 745.6716 293.3144 2.54 0.012 166.4591 1324.884
house_waysandmeans_m | -63.91738 169.1647 -0.38 0.706 -397.9696 270.1348
house_naturalresources_m | -329.1419 351.2788 -0.94 0.350 -1022.818 364.534
house_bfs_m | -829.7529 158.2592 -5.24 0.000 -1142.27 -517.236
house_eeo_m | -85.2811 392.0115 -0.22 0.828 -859.3924 688.8302
house_govreform_m | 562.2497 283.9905 1.98 0.049 1.449097 1123.05
house_ir_m | 704.9242 282.5858 2.49 0.014 146.8976 1262.951
house_natsecur_m | -580.1101 503.5105 -1.15 0.251 -1574.4 414.18
house_oversight_m | -810.6141 404.9653 -2.00 0.047 -1610.305 -10.92273
house_resources_m | -374.8497 278.5487 -1.35 0.180 -924.9042 175.2049
house_science_m | 760.8216 461.1541 1.65 0.101 -149.8267 1671.47
house_transp_m | -146.9394 298.5729 -0.49 0.623 -736.536 442.6573
house_homeland_m | -382.8144 556.1188 -0.69 0.492 -1480.991 715.3622
_cons | 316.6686 151.5268 2.09 0.038 17.44618 615.891
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 199 1 0 1 1
j = 3 k = 2
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.89021 31.25053 .5404774
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(4,435 missing values generated)
(4,608 missing values generated)
(173 real changes made)
reg nbills_cosponsored cosponsor_female i.v2 cosp_MV1_female femaleXcosp_MV1_female [aw=wt] if cosponsor_party==100 & tag_cosponsor==1 & sample==1 & abs(cosp_MV1_fe
> male)<=16.89020517752023, robust cluster(cosponsor_v1_fix)
(sum of wgt is 214.0025451183319)
Linear regression Number of obs = 111
F(46, 83) = 14.08
Prob > F = 0.0000
R-squared = 0.7846
Root MSE = 64.448
(Std. Err. adjusted for 84 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 28.27245 30.91129 0.91 0.363 -33.20886 89.75376
|
v2 |
102 | 9.26888 43.58598 0.21 0.832 -77.42188 95.95964
103 | 157.3912 103.1061 1.53 0.131 -47.68264 362.465
104 | -26.17451 222.2975 -0.12 0.907 -468.3153 415.9663
105 | 15.68183 183.4024 0.09 0.932 -349.0982 380.4618
106 | -92.07466 163.9186 -0.56 0.576 -418.1022 233.9529
107 | -4.026226 174.2947 -0.02 0.982 -350.6914 342.639
108 | 12.17793 164.9146 0.07 0.941 -315.8305 340.1864
109 | -13.47419 172.7162 -0.08 0.938 -356.9999 330.0515
110 | 176.4089 161.7265 1.09 0.279 -145.2586 498.0764
111 | 159.035 161.754 0.98 0.328 -162.6872 480.7573
|
cosp_MV1_female | -3.695858 2.66196 -1.39 0.169 -8.990389 1.598674
femaleXcosp_MV1_female | 8.253309 3.462804 2.38 0.019 1.365932 15.14069
house_administration_m | -1832.716 859.4363 -2.13 0.036 -3542.1 -123.3318
house_agriculture_m | 1464.479 564.3988 2.59 0.011 341.9124 2587.045
house_appropriations_m | -186.2277 2552.244 -0.07 0.942 -5262.538 4890.083
house_armedservices_m | -679.1562 443.041 -1.53 0.129 -1560.347 202.0346
house_budget_m | -1107.014 870.6838 -1.27 0.207 -2838.769 624.7413
house_dc_m | -7359.78 5136.198 -1.43 0.156 -17575.47 2855.91
house_educlabor_m | 679.741 216.4881 3.14 0.002 249.155 1110.327
house_energycommerce_m | -160.2933 219.5263 -0.73 0.467 -596.9223 276.3356
house_foreignaffairs_m | 394.8345 553.9302 0.71 0.478 -706.9103 1496.579
house_governmentop_m | 14.60079 893.4106 0.02 0.987 -1762.357 1791.559
house_intelligence_m | -4092.551 1956.596 -2.09 0.040 -7984.143 -200.9597
house_interior_m | 2672.102 1674.799 1.60 0.114 -659.0061 6003.211
house_judiciary_m | 227.4047 269.8567 0.84 0.402 -309.3295 764.1388
house_mmf_m | 44.01372 551.3735 0.08 0.937 -1052.646 1140.674
house_pocs_m | -393.9298 953.0262 -0.41 0.680 -2289.461 1501.601
house_pwt_m | -1366.157 798.6106 -1.71 0.091 -2954.562 222.2469
house_rules_m | -810.7341 893.8553 -0.91 0.367 -2588.576 967.1082
house_sst_m | -971.9791 636.5299 -1.53 0.131 -2238.012 294.0533
house_smallbusi_m | 761.0461 1058.409 0.72 0.474 -1344.087 2866.18
house_soc_m | -258.2328 4342.261 -0.06 0.953 -8894.814 8378.349
house_veterans_m | 829.6098 419.4808 1.98 0.051 -4.7207 1663.94
house_waysandmeans_m | -339.997 212.7003 -1.60 0.114 -763.0493 83.05528
house_naturalresources_m | -2017.405 892.0483 -2.26 0.026 -3791.653 -243.1571
house_bfs_m | -887.8748 166.6478 -5.33 0.000 -1219.33 -556.4191
house_eeo_m | 565.6885 524.6477 1.08 0.284 -477.8145 1609.192
house_govreform_m | 397.0424 353.0087 1.12 0.264 -305.0777 1099.162
house_ir_m | 613.929 558.2371 1.10 0.275 -496.3821 1724.24
house_natsecur_m | -1121.913 729.9903 -1.54 0.128 -2573.835 330.0079
house_oversight_m | -1094.883 717.7922 -1.53 0.131 -2522.542 332.7771
house_resources_m | -582.4829 518.485 -1.12 0.264 -1613.729 448.763
house_science_m | 699.9308 443.9627 1.58 0.119 -183.0932 1582.955
house_transp_m | -704.5096 561.0086 -1.26 0.213 -1820.333 411.3139
house_homeland_m | 1661.173 1528.384 1.09 0.280 -1378.721 4701.067
_cons | 360.9574 163.3623 2.21 0.030 36.03632 685.8785
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 111 1 0 1 1
j = 3 k = 3
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.59159 28.05961 .5912979
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(4,462 missing values generated)
(4,764 missing values generated)
(302 real changes made)
reg nbills_cosponsored cosponsor_female i.v2 cosp_MV1_female femaleXcosp_MV1_female [aw=wt] if cosponsor_party==200 & tag_cosponsor==1 & sample==1 & abs(cosp_MV1_fe
> male)<=16.59158940576541, robust cluster(cosponsor_v1_fix)
(sum of wgt is 240.9415366649628)
Linear regression Number of obs = 133
F(45, 104) = 5.13
Prob > F = 0.0000
R-squared = 0.5012
Root MSE = 60.154
(Std. Err. adjusted for 105 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 14.8891 25.25827 0.59 0.557 -35.19901 64.97721
|
v2 |
103 | 23.65238 92.65841 0.26 0.799 -160.0927 207.3975
104 | -182.6397 182.7752 -1.00 0.320 -545.0898 179.8105
105 | -205.3485 170.5164 -1.20 0.231 -543.4889 132.7918
106 | -220.4779 169.8332 -1.30 0.197 -557.2635 116.3078
107 | -271.6939 165.4942 -1.64 0.104 -599.8751 56.48726
108 | -239.3303 162.0643 -1.48 0.143 -560.7099 82.04923
109 | -230.5417 168.1474 -1.37 0.173 -563.9843 102.9009
110 | -191.6997 186.7337 -1.03 0.307 -561.9997 178.6003
111 | -187.5204 174.1636 -1.08 0.284 -532.8933 157.8526
|
cosp_MV1_female | -.2142894 1.801067 -0.12 0.906 -3.785873 3.357294
femaleXcosp_MV1_female | 3.183868 2.797059 1.14 0.258 -2.362805 8.73054
house_administration_m | 278.7431 630.3809 0.44 0.659 -971.3259 1528.812
house_agriculture_m | 209.7041 452.7201 0.46 0.644 -688.0568 1107.465
house_appropriations_m | 390.8239 257.1106 1.52 0.132 -119.0361 900.684
house_armedservices_m | -347.3564 396.7935 -0.88 0.383 -1134.213 439.5001
house_budget_m | -696.9303 979.9891 -0.71 0.479 -2640.285 1246.425
house_dc_m | -2943.019 6922.312 -0.43 0.672 -16670.22 10784.19
house_educlabor_m | 268.7993 350.0541 0.77 0.444 -425.3712 962.9697
house_energycommerce_m | 29.72875 154.3933 0.19 0.848 -276.439 335.8965
house_foreignaffairs_m | 165.1065 523.3511 0.32 0.753 -872.7184 1202.931
house_governmentop_m | 138.9237 740.467 0.19 0.852 -1329.45 1607.298
house_intelligence_m | -213.9055 1641.092 -0.13 0.897 -3468.252 3040.441
house_interior_m | 59.19433 2933.253 0.02 0.984 -5757.556 5875.945
house_judiciary_m | -15.21111 180.6016 -0.08 0.933 -373.3508 342.9286
house_mmf_m | -176.041 856.7479 -0.21 0.838 -1875.004 1522.922
house_pocs_m | -1780.159 1138.649 -1.56 0.121 -4038.142 477.8235
house_pwt_m | -1958.69 1104.701 -1.77 0.079 -4149.353 231.9726
house_rules_m | -699.1121 694.4231 -1.01 0.316 -2076.179 677.955
house_sst_m | -195.631 1528.312 -0.13 0.898 -3226.331 2835.069
house_smallbusi_m | 305.0827 937.9753 0.33 0.746 -1554.957 2165.123
house_soc_m | 1575.02 3893.99 0.40 0.687 -6146.908 9296.948
house_veterans_m | 335.5267 415.0114 0.81 0.421 -487.4564 1158.51
house_waysandmeans_m | 1.858609 226.3312 0.01 0.993 -446.9646 450.6819
house_naturalresources_m | 275.6592 491.2032 0.56 0.576 -698.4152 1249.734
house_bfs_m | -751.0567 253.1437 -2.97 0.004 -1253.05 -249.0632
house_eeo_m | -161.6853 441.5526 -0.37 0.715 -1037.301 713.9301
house_govreform_m | 602.1926 416.4433 1.45 0.151 -223.6302 1428.015
house_ir_m | 857.6146 463.4636 1.85 0.067 -61.45112 1776.68
house_natsecur_m | -646.6609 604.8642 -1.07 0.287 -1846.129 552.8075
house_oversight_m | -193.745 537.2066 -0.36 0.719 -1259.046 871.5559
house_resources_m | -526.8074 324.029 -1.63 0.107 -1169.369 115.7543
house_science_m | 861.0369 744.6879 1.16 0.250 -615.7072 2337.781
house_transp_m | 172.1115 389.1183 0.44 0.659 -599.5246 943.7477
house_homeland_m | -833.1882 588.312 -1.42 0.160 -1999.833 333.4567
_cons | 397.2825 273.3646 1.45 0.149 -144.8097 939.3747
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 133 1 0 1 1
j = 4 k = 1
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.89742 27.36987 .5077634
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(418 missing values generated)
(4,331 missing values generated)
(3,913 real changes made)
reg nbills_cosponsored cosponsor_female i.v2 [aw=wt] if tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 8,883.04598164558)
Linear regression Number of obs = 4,447
F(44, 1082) = 22.44
Prob > F = 0.0000
R-squared = 0.3430
Root MSE = 91.126
(Std. Err. adjusted for 1,083 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 15.93643 6.955783 2.29 0.022 2.288078 29.58478
|
v2 |
102 | -17.33661 17.86518 -0.97 0.332 -52.39093 17.71771
103 | -4.852595 28.5231 -0.17 0.865 -60.81945 51.11426
104 | 70.96521 47.11533 1.51 0.132 -21.48256 163.413
105 | 66.93273 55.29557 1.21 0.226 -41.56596 175.4314
106 | 84.45792 51.24159 1.65 0.100 -16.08622 185.0021
107 | 82.07408 50.94298 1.61 0.107 -17.88413 182.0323
108 | 94.91869 49.3061 1.93 0.054 -1.827717 191.6651
109 | 56.62353 48.62019 1.16 0.244 -38.77701 152.0241
110 | 150.5911 49.38659 3.05 0.002 53.68679 247.4955
111 | 149.661 49.71054 3.01 0.003 52.12101 247.201
|
house_administration_m | -154.2232 135.4236 -1.14 0.255 -419.9458 111.4995
house_agriculture_m | 15.69928 126.2631 0.12 0.901 -232.049 263.4475
house_appropriations_m | 370.0024 68.05448 5.44 0.000 236.4687 503.5361
house_armedservices_m | -4.337674 160.1349 -0.03 0.978 -318.5478 309.8725
house_budget_m | -663.1685 168.6962 -3.93 0.000 -994.1773 -332.1597
house_dc_m | -815.1477 824.3589 -0.99 0.323 -2432.671 802.3755
house_educlabor_m | 211.8438 140.8796 1.50 0.133 -64.58439 488.2721
house_energycommerce_m | 368.1767 77.54788 4.75 0.000 216.0154 520.3379
house_foreignaffairs_m | 890.2792 198.3622 4.49 0.000 501.061 1279.497
house_governmentop_m | 510.7508 190.7677 2.68 0.008 136.4343 885.0673
house_intelligence_m | -171.3491 484.5816 -0.35 0.724 -1122.175 779.4769
house_interior_m | 257.8726 293.6044 0.88 0.380 -318.2259 833.9711
house_judiciary_m | 138.1713 75.53934 1.83 0.068 -10.04888 286.3915
house_mmf_m | 488.2084 128.0158 3.81 0.000 237.021 739.3958
house_pocs_m | -152.1032 221.4259 -0.69 0.492 -586.576 282.3695
house_pwt_m | -272.7583 164.717 -1.66 0.098 -595.9592 50.44253
house_rules_m | -300.1184 188.4496 -1.59 0.112 -669.8864 69.64969
house_sst_m | -78.933 247.4945 -0.32 0.750 -564.5566 406.6906
house_smallbusi_m | 1363.642 328.9411 4.15 0.000 718.2072 2009.076
house_soc_m | -38.01232 1198.026 -0.03 0.975 -2388.729 2312.704
house_veterans_m | 451.3344 113.4076 3.98 0.000 228.8106 673.8582
house_waysandmeans_m | -76.51713 50.32942 -1.52 0.129 -175.2714 22.2372
house_naturalresources_m | -213.5467 146.3506 -1.46 0.145 -500.7098 73.61651
house_bfs_m | -594.7114 90.03088 -6.61 0.000 -771.3663 -418.0565
house_eeo_m | -54.07305 89.06802 -0.61 0.544 -228.8386 120.6925
house_govreform_m | 223.2934 116.0099 1.92 0.055 -4.336432 450.9231
house_ir_m | 407.7938 173.7626 2.35 0.019 66.84387 748.7436
house_natsecur_m | -280.9964 138.0326 -2.04 0.042 -551.8383 -10.15448
house_oversight_m | -607.7012 121.7224 -4.99 0.000 -846.5398 -368.8626
house_resources_m | -14.17305 101.8983 -0.14 0.889 -214.1136 185.7675
house_science_m | 534.9049 192.1577 2.78 0.005 157.861 911.9489
house_transp_m | -333.4641 105.9072 -3.15 0.002 -541.2709 -125.6573
house_homeland_m | -234.2694 322.8292 -0.73 0.468 -867.7115 399.1728
_cons | 63.34725 76.5836 0.83 0.408 -86.92195 213.6164
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 4,447 1 0 1 1
j = 4 k = 2
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.89021 31.25053 .5404774
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(418 missing values generated)
(4,331 missing values generated)
(3,913 real changes made)
reg nbills_cosponsored cosponsor_female i.v2 [aw=wt] if cosponsor_party==100 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 4,635.8760625124)
Linear regression Number of obs = 2,309
F(44, 573) = 24.15
Prob > F = 0.0000
R-squared = 0.4469
Root MSE = 96.086
(Std. Err. adjusted for 574 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 28.10384 9.153128 3.07 0.002 10.12607 46.08162
|
v2 |
102 | -4.878117 17.95349 -0.27 0.786 -40.14078 30.38455
103 | 6.897113 27.69409 0.25 0.803 -47.4972 61.29143
104 | 132.1571 46.40186 2.85 0.005 41.0186 223.2956
105 | 155.6025 42.82441 3.63 0.000 71.49057 239.7145
106 | 166.4328 46.69529 3.56 0.000 74.71795 258.1476
107 | 209.5293 49.17661 4.26 0.000 112.9409 306.1177
108 | 201.3677 47.73609 4.22 0.000 107.6087 295.1268
109 | 185.2974 50.95617 3.64 0.000 85.21374 285.3811
110 | 222.0264 46.24345 4.80 0.000 131.199 312.8537
111 | 209.9974 45.80073 4.59 0.000 120.0396 299.9552
|
house_administration_m | -500.738 188.8788 -2.65 0.008 -871.7172 -129.7588
house_agriculture_m | -373.2332 146.3126 -2.55 0.011 -660.6077 -85.85866
house_appropriations_m | 526.7271 259.8196 2.03 0.043 16.41222 1037.042
house_armedservices_m | -117.9091 201.2992 -0.59 0.558 -513.2834 277.4653
house_budget_m | -1058.19 244.6059 -4.33 0.000 -1538.624 -577.7566
house_dc_m | -1923.757 958.1563 -2.01 0.045 -3805.684 -41.83054
house_educlabor_m | -113.2141 82.88599 -1.37 0.173 -276.0115 49.58332
house_energycommerce_m | 347.531 76.30609 4.55 0.000 197.6572 497.4047
house_foreignaffairs_m | 1117.693 161.5798 6.92 0.000 800.3324 1435.054
house_governmentop_m | 417.9675 247.4658 1.69 0.092 -68.08326 904.0182
house_intelligence_m | -1846.831 779.0176 -2.37 0.018 -3376.91 -316.7532
house_interior_m | -182.7834 321.4075 -0.57 0.570 -814.0639 448.4971
house_judiciary_m | 402.6424 88.55082 4.55 0.000 228.7187 576.5662
house_mmf_m | 386.48 185.686 2.08 0.038 21.77185 751.1881
house_pocs_m | 245.0774 214.0078 1.15 0.253 -175.2579 665.4128
house_pwt_m | -523.7856 182.0237 -2.88 0.004 -881.3006 -166.2706
house_rules_m | -889.7554 252.6688 -3.52 0.000 -1386.026 -393.4853
house_sst_m | 49.84788 288.4713 0.17 0.863 -516.7422 616.438
house_smallbusi_m | 635.0708 394.2964 1.61 0.108 -139.3718 1409.513
house_soc_m | -1971.433 968.245 -2.04 0.042 -3873.176 -69.69113
house_veterans_m | 212.0249 136.2644 1.56 0.120 -55.61364 479.6635
house_waysandmeans_m | -169.6554 66.17203 -2.56 0.011 -299.6247 -39.68603
house_naturalresources_m | -505.9183 187.7067 -2.70 0.007 -874.5955 -137.2412
house_bfs_m | -703.6754 108.5814 -6.48 0.000 -916.9415 -490.4094
house_eeo_m | -295.9649 171.9935 -1.72 0.086 -633.7794 41.84966
house_govreform_m | 113.202 157.5576 0.72 0.473 -196.2589 422.663
house_ir_m | 186.3492 219.428 0.85 0.396 -244.632 617.3305
house_natsecur_m | -549.1256 163.9218 -3.35 0.001 -871.0865 -227.1647
house_oversight_m | -746.3091 171.2303 -4.36 0.000 -1082.625 -409.9935
house_resources_m | -420.5665 158.6028 -2.65 0.008 -732.0803 -109.0527
house_science_m | 277.9938 247.5247 1.12 0.262 -208.1726 764.1602
house_transp_m | -571.2107 142.7813 -4.00 0.000 -851.6492 -290.7723
house_homeland_m | 181.0609 456.437 0.40 0.692 -715.4329 1077.555
_cons | 184.544 60.13478 3.07 0.002 66.43248 302.6555
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,309 1 0 1 1
j = 4 k = 3
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.59159 28.05961 .5912979
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(418 missing values generated)
(4,331 missing values generated)
(3,913 real changes made)
reg nbills_cosponsored cosponsor_female i.v2 [aw=wt] if cosponsor_party==200 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 4,122.02951204777)
Linear regression Number of obs = 2,137
F(44, 519) = 16.65
Prob > F = 0.0000
R-squared = 0.2967
Root MSE = 64.07
(Std. Err. adjusted for 520 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 20.62631 8.013472 2.57 0.010 4.883478 36.36914
|
v2 |
102 | -23.84938 12.01761 -1.98 0.048 -47.45852 -.2402447
103 | -9.813152 25.13697 -0.39 0.696 -59.19587 39.56956
104 | 27.5203 49.84417 0.55 0.581 -70.40084 125.4414
105 | 13.46885 47.30762 0.28 0.776 -79.46912 106.4068
106 | 20.49985 42.86497 0.48 0.633 -63.71034 104.71
107 | -22.86245 40.17927 -0.57 0.570 -101.7965 56.07155
108 | 7.148879 39.20877 0.18 0.855 -69.87853 84.17629
109 | -3.270065 39.23403 -0.08 0.934 -80.3471 73.80697
110 | 72.43811 42.75463 1.69 0.091 -11.55531 156.4315
111 | 74.42852 40.32115 1.85 0.065 -4.784203 153.6412
|
house_administration_m | 19.87796 194.3668 0.10 0.919 -361.9643 401.7203
house_agriculture_m | 119.7588 180.8427 0.66 0.508 -235.5148 475.0324
house_appropriations_m | 154.9737 67.85115 2.28 0.023 21.677 288.2703
house_armedservices_m | -11.04752 158.9626 -0.07 0.945 -323.3368 301.2418
house_budget_m | -533.8234 212.5898 -2.51 0.012 -951.4657 -116.1811
house_dc_m | 1722.516 1011.389 1.70 0.089 -264.4038 3709.435
house_educlabor_m | 116.6598 84.20919 1.39 0.167 -48.77296 282.0926
house_energycommerce_m | -76.79895 57.51991 -1.34 0.182 -189.7994 36.20151
house_foreignaffairs_m | 516.2007 190.5162 2.71 0.007 141.923 890.4783
house_governmentop_m | -296.9733 220.3462 -1.35 0.178 -729.8534 135.9067
house_intelligence_m | -1580.195 475.8456 -3.32 0.001 -2515.015 -645.3748
house_interior_m | -274.7363 196.1029 -1.40 0.162 -659.9892 110.5167
house_judiciary_m | -126.2304 53.65419 -2.35 0.019 -231.6365 -20.82427
house_mmf_m | 47.71647 196.5375 0.24 0.808 -338.3904 433.8233
house_pocs_m | 80.82781 212.0731 0.38 0.703 -335.7994 497.455
house_pwt_m | -260.553 142.0599 -1.83 0.067 -539.636 18.53005
house_rules_m | 283.7087 175.2665 1.62 0.106 -60.61024 628.0277
house_sst_m | 130.0383 359.6768 0.36 0.718 -576.563 836.6397
house_smallbusi_m | 1194.653 415.9978 2.87 0.004 377.4062 2011.899
house_soc_m | -2593.586 1363.618 -1.90 0.058 -5272.475 85.30363
house_veterans_m | 325.5557 144.5954 2.25 0.025 41.49151 609.6199
house_waysandmeans_m | -35.36281 46.51567 -0.76 0.447 -126.7449 56.01934
house_naturalresources_m | -246.2445 148.4978 -1.66 0.098 -537.9752 45.4862
house_bfs_m | -676.6587 71.01016 -9.53 0.000 -816.1613 -537.156
house_eeo_m | -111.4935 82.05577 -1.36 0.175 -272.6958 49.70874
house_govreform_m | -27.46193 106.4377 -0.26 0.797 -236.5637 181.6398
house_ir_m | 375.8695 151.3027 2.48 0.013 78.62862 673.1105
house_natsecur_m | -61.27509 245.0902 -0.25 0.803 -542.7659 420.2157
house_oversight_m | -353.8406 119.3358 -2.97 0.003 -588.2813 -119.4
house_resources_m | -246.3003 107.5894 -2.29 0.022 -457.6645 -34.93609
house_science_m | 424.5454 254.1051 1.67 0.095 -74.65559 923.7464
house_transp_m | -193.6586 119.1429 -1.63 0.105 -427.7203 40.403
house_homeland_m | 227.1779 368.3812 0.62 0.538 -496.5237 950.8796
_cons | 265.9835 51.83157 5.13 0.000 164.158 367.8089
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,137 1 0 1 1
j = 5 k = 1
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 13.89742 27.36987 .5077634
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(515 missing values generated)
(4,347 missing values generated)
(3,832 real changes made)
reg nbills_cosponsored cosponsor_female i.v2 [aw=wt] if tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 8,490.35073935986)
Linear regression Number of obs = 4,360
F(44, 1067) = 27.37
Prob > F = 0.0000
R-squared = 0.3751
Root MSE = 87.495
(Std. Err. adjusted for 1,068 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 5.992915 8.155725 0.73 0.463 -10.01016 21.99599
|
v2 |
102 | -14.59464 16.60488 -0.88 0.380 -47.17657 17.98729
103 | 12.39444 27.6027 0.45 0.654 -41.76729 66.55617
104 | 96.51112 44.97422 2.15 0.032 8.263169 184.7591
105 | 89.49906 50.54686 1.77 0.077 -9.683469 188.6816
106 | 92.28257 46.78548 1.97 0.049 .4805735 184.0846
107 | 99.34115 48.29723 2.06 0.040 4.572809 194.1095
108 | 115.0387 44.02595 2.61 0.009 28.65148 201.426
109 | 81.01685 44.23801 1.83 0.067 -5.78652 167.8202
110 | 192.9061 48.40496 3.99 0.000 97.92637 287.8858
111 | 194.6993 50.39152 3.86 0.000 95.82161 293.5771
|
house_administration_m | -145.2623 119.424 -1.22 0.224 -379.5948 89.0703
house_agriculture_m | 102.4868 128.436 0.80 0.425 -149.5291 354.5026
house_appropriations_m | 418.242 65.23479 6.41 0.000 290.239 546.2451
house_armedservices_m | 148.8565 119.3516 1.25 0.213 -85.33393 383.047
house_budget_m | -626.8695 166.4397 -3.77 0.000 -953.4558 -300.2832
house_dc_m | -880.5188 853.4609 -1.03 0.302 -2555.171 794.1334
house_educlabor_m | 233.7709 121.1876 1.93 0.054 -4.022123 471.5638
house_energycommerce_m | 353.9702 68.91095 5.14 0.000 218.7539 489.1866
house_foreignaffairs_m | 722.1665 207.4883 3.48 0.001 315.035 1129.298
house_governmentop_m | 534.0329 208.13 2.57 0.010 125.6423 942.4234
house_intelligence_m | -320.7515 405.6002 -0.79 0.429 -1116.616 475.1131
house_interior_m | 529.5762 352.3064 1.50 0.133 -161.7157 1220.868
house_judiciary_m | 215.1478 77.70038 2.77 0.006 62.68492 367.6107
house_mmf_m | 491.1583 135.9888 3.61 0.000 224.3225 757.9941
house_pocs_m | -233.4895 222.5238 -1.05 0.294 -670.1235 203.1444
house_pwt_m | -86.63817 132.5028 -0.65 0.513 -346.6337 173.3574
house_rules_m | -553.5341 154.7126 -3.58 0.000 -857.1097 -249.9586
house_sst_m | -33.5962 257.333 -0.13 0.896 -538.5324 471.34
house_smallbusi_m | 1461.384 321.3722 4.55 0.000 830.7909 2091.977
house_soc_m | 361.1001 974.1263 0.37 0.711 -1550.321 2272.521
house_veterans_m | 441.3113 101.4943 4.35 0.000 242.1602 640.4624
house_waysandmeans_m | -9.666467 41.52205 -0.23 0.816 -91.1406 71.80767
house_naturalresources_m | -194.912 126.771 -1.54 0.124 -443.6607 53.83676
house_bfs_m | -548.2226 81.62585 -6.72 0.000 -708.388 -388.0572
house_eeo_m | -22.10727 101.3459 -0.22 0.827 -220.9671 176.7526
house_govreform_m | 122.8141 107.5912 1.14 0.254 -88.30027 333.9285
house_ir_m | 684.4371 116.6182 5.87 0.000 455.6101 913.2641
house_natsecur_m | -262.9931 157.5964 -1.67 0.095 -572.2271 46.24083
house_oversight_m | -655.5166 146.2647 -4.48 0.000 -942.5157 -368.5174
house_resources_m | 12.26341 86.37405 0.14 0.887 -157.2189 181.7457
house_science_m | 588.6259 194.6381 3.02 0.003 206.709 970.5428
house_transp_m | -380.6915 114.5508 -3.32 0.001 -605.462 -155.921
house_homeland_m | -185.0132 229.6505 -0.81 0.421 -635.6311 265.6047
_cons | 3.390139 73.49146 0.05 0.963 -140.8141 147.5943
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 4,360 1 0 1 1
j = 5 k = 2
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.89021 31.25053 .5404774
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(515 missing values generated)
(4,347 missing values generated)
(3,832 real changes made)
reg nbills_cosponsored cosponsor_female i.v2 [aw=wt] if cosponsor_party==100 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 4,397.69845294952)
Linear regression Number of obs = 2,268
F(44, 569) = 36.72
Prob > F = 0.0000
R-squared = 0.4616
Root MSE = 92.072
(Std. Err. adjusted for 570 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 21.77164 8.785408 2.48 0.013 4.51585 39.02743
|
v2 |
102 | -15.0404 16.49513 -0.91 0.362 -47.43918 17.35838
103 | 2.174422 23.71788 0.09 0.927 -44.41086 48.7597
104 | 130.794 44.88684 2.91 0.004 42.62991 218.9582
105 | 146.4719 40.34405 3.63 0.000 67.23043 225.7133
106 | 143.5701 41.64768 3.45 0.001 61.76815 225.3721
107 | 192.9344 44.35239 4.35 0.000 105.82 280.0488
108 | 193.1136 42.88846 4.50 0.000 108.8746 277.3527
109 | 177.7975 45.93353 3.87 0.000 87.57754 268.0175
110 | 242.2088 43.73501 5.54 0.000 156.3071 328.1106
111 | 225.3656 42.85185 5.26 0.000 141.1985 309.5327
|
house_administration_m | -492.2017 159.2166 -3.09 0.002 -804.9257 -179.4777
house_agriculture_m | -412.019 130.2635 -3.16 0.002 -667.875 -156.163
house_appropriations_m | 439.4918 232.9229 1.89 0.060 -18.00186 896.9855
house_armedservices_m | 37.33724 168.9174 0.22 0.825 -294.4405 369.115
house_budget_m | -738.1273 263.5802 -2.80 0.005 -1255.836 -220.4185
house_dc_m | -3126.799 1082.04 -2.89 0.004 -5252.079 -1001.52
house_educlabor_m | -93.44116 78.03713 -1.20 0.232 -246.7172 59.83484
house_energycommerce_m | 303.7472 63.92017 4.75 0.000 178.1989 429.2955
house_foreignaffairs_m | 1026.917 149.6249 6.86 0.000 733.0328 1320.802
house_governmentop_m | 804.9434 240.3568 3.35 0.001 332.8485 1277.038
house_intelligence_m | -2001.572 600.2241 -3.33 0.001 -3180.497 -822.6463
house_interior_m | -77.40709 255.9241 -0.30 0.762 -580.0783 425.2641
house_judiciary_m | 322.883 84.20792 3.83 0.000 157.4867 488.2793
house_mmf_m | 276.9314 167.3596 1.65 0.099 -51.78651 605.6494
house_pocs_m | 217.3792 184.7769 1.18 0.240 -145.5489 580.3073
house_pwt_m | -383.1606 153.8805 -2.49 0.013 -685.4038 -80.91745
house_rules_m | -1194.38 236.9346 -5.04 0.000 -1659.753 -729.0067
house_sst_m | 87.25694 301.1456 0.29 0.772 -504.2357 678.7496
house_smallbusi_m | 867.0273 377.0949 2.30 0.022 126.3595 1607.695
house_soc_m | -2261.855 1082.955 -2.09 0.037 -4388.932 -134.7777
house_veterans_m | 175.9732 106.2293 1.66 0.098 -32.67618 384.6227
house_waysandmeans_m | -93.11546 60.89456 -1.53 0.127 -212.721 26.49011
house_naturalresources_m | -368.4176 184.2529 -2.00 0.046 -730.3165 -6.51866
house_bfs_m | -676.7857 100.6617 -6.72 0.000 -874.4996 -479.0717
house_eeo_m | -393.804 169.8923 -2.32 0.021 -727.4965 -60.11149
house_govreform_m | 35.41389 162.0013 0.22 0.827 -282.7797 353.6074
house_ir_m | 706.278 148.5818 4.75 0.000 414.4424 998.1137
house_natsecur_m | -409.5933 169.4575 -2.42 0.016 -742.4318 -76.75471
house_oversight_m | -853.1122 228.329 -3.74 0.000 -1301.583 -404.6416
house_resources_m | -393.331 149.3119 -2.63 0.009 -686.6007 -100.0614
house_science_m | 242.3698 249.4035 0.97 0.332 -247.494 732.2336
house_transp_m | -598.3967 146.0136 -4.10 0.000 -885.1881 -311.6053
house_homeland_m | 3.526128 454.0541 0.01 0.994 -888.3006 895.3528
_cons | 172.3752 54.56005 3.16 0.002 65.21152 279.5389
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,268 1 0 1 1
j = 5 k = 3
rdbwselect_2014 nbills_cosponsored cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 16.59159 28.05961 .5912979
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(1,061 missing values generated)
(4,437 missing values generated)
(3,376 real changes made)
reg nbills_cosponsored cosponsor_female i.v2 [aw=wt] if cosponsor_party==200 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 3,080.53678405285)
Linear regression Number of obs = 1,952
F(44, 471) = 15.01
Prob > F = 0.0000
R-squared = 0.2854
Root MSE = 61.304
(Std. Err. adjusted for 472 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
nbills_cosponsored | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 12.39948 7.048446 1.76 0.079 -1.450812 26.24977
|
v2 |
102 | -26.66708 10.88327 -2.45 0.015 -48.05286 -5.281313
103 | -9.514105 21.72523 -0.44 0.662 -52.20447 33.17626
104 | 40.01505 38.40619 1.04 0.298 -35.45363 115.4837
105 | 6.143487 33.87322 0.18 0.856 -60.41784 72.70481
106 | 5.584702 29.94295 0.19 0.852 -53.2536 64.423
107 | -23.92248 31.24149 -0.77 0.444 -85.31243 37.46747
108 | .0431493 29.11131 0.00 0.999 -57.16097 57.24727
109 | -6.692053 32.26634 -0.21 0.836 -70.09585 56.71174
110 | 61.89273 31.80938 1.95 0.052 -.6131286 124.3986
111 | 68.80857 30.65197 2.24 0.025 8.577029 129.0401
|
house_administration_m | -85.17522 142.1302 -0.60 0.549 -364.4631 194.1126
house_agriculture_m | -58.87331 98.41665 -0.60 0.550 -252.2633 134.5167
house_appropriations_m | 185.5247 62.24942 2.98 0.003 63.20376 307.8457
house_armedservices_m | 66.17763 118.8743 0.56 0.578 -167.412 299.7672
house_budget_m | -261.9571 123.3146 -2.12 0.034 -504.2719 -19.64225
house_dc_m | 1165.426 902.5624 1.29 0.197 -608.1212 2938.973
house_educlabor_m | 126.2497 69.05484 1.83 0.068 -9.444013 261.9434
house_energycommerce_m | -40.14305 46.18096 -0.87 0.385 -130.8893 50.60316
house_foreignaffairs_m | 490.4263 142.9404 3.43 0.001 209.5465 771.3062
house_governmentop_m | -82.09785 180.6388 -0.45 0.650 -437.0555 272.8598
house_intelligence_m | -1457.825 366.7388 -3.98 0.000 -2178.472 -737.1783
house_interior_m | -248.3904 167.3166 -1.48 0.138 -577.1698 80.38894
house_judiciary_m | -80.31533 46.91087 -1.71 0.088 -172.4958 11.86515
house_mmf_m | 58.2794 166.1816 0.35 0.726 -268.2697 384.8285
house_pocs_m | 46.19137 190.5482 0.24 0.809 -328.2383 420.621
house_pwt_m | -207.6944 110.8601 -1.87 0.062 -425.536 10.14729
house_rules_m | 48.69117 124.7689 0.39 0.697 -196.4814 293.8637
house_sst_m | -253.0269 299.8239 -0.84 0.399 -842.1848 336.131
house_smallbusi_m | 779.2981 375.0264 2.08 0.038 42.36625 1516.23
house_soc_m | -1035.826 988.7733 -1.05 0.295 -2978.779 907.127
house_veterans_m | 248.8086 115.9366 2.15 0.032 20.99151 476.6256
house_waysandmeans_m | -21.14063 37.97505 -0.56 0.578 -95.76212 53.48085
house_naturalresources_m | -224.1364 136.4172 -1.64 0.101 -492.1979 43.92515
house_bfs_m | -619.6478 58.90253 -10.52 0.000 -735.3921 -503.9035
house_eeo_m | -64.79789 84.89422 -0.76 0.446 -231.6162 102.0204
house_govreform_m | -104.2794 83.8437 -1.24 0.214 -269.0334 60.47463
house_ir_m | 368.0171 110.3699 3.33 0.001 151.1388 584.8955
house_natsecur_m | -211.6311 152.1963 -1.39 0.165 -510.6989 87.43669
house_oversight_m | -355.9267 78.58224 -4.53 0.000 -510.3418 -201.5115
house_resources_m | -151.9518 70.12813 -2.17 0.031 -289.7545 -14.14907
house_science_m | 511.68 226.6085 2.26 0.024 66.39128 956.9688
house_transp_m | -310.3051 94.67595 -3.28 0.001 -496.3446 -124.2656
house_homeland_m | 404.9175 207.6788 1.95 0.052 -3.174187 813.0093
_cons | 260.142 43.52341 5.98 0.000 174.6179 345.6661
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,952 1 0 1 1
(4,877 missing values generated)
(4,877 missing values generated)
(4,877 missing values generated)
(4,877 missing values generated)
(4,877 missing values generated)
(4,877 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)
(4,859 observations deleted)
(18 missing values generated)
(0 real changes made)
(0 real changes made)
(17 missing values generated)
(0 real changes made)
(0 real changes made)
(18 missing values generated)
(0 real changes made)
(0 real changes made)
(15 missing values generated)
(3 real changes made)
(1 real change made)
(16 missing values generated)
(1 real change made)
(0 real changes made)
(5 real changes made)
(5 real changes made)
(5 real changes made)
file /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Output/TableD1_ReactiveCooperativeness_RDIPW_nbills_cosponsored.xlsx sav
> ed
j = 1 k = 1
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 23.40392 43.8746 .5334274
----------------------------------------------
reg pctbills_cosponsored_opp cosponsor_female i.v2 house_* democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate region_NE region
> _MW region_WE pct_b pct_u pct_f pct_a lninc lnpden if tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
Linear regression Number of obs = 4,747
F(66, 1080) = 24.66
Prob > F = 0.0000
R-squared = 0.2719
Root MSE = 14.268
(Std. Err. adjusted for 1,081 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | .2891358 .9429437 0.31 0.759 -1.561073 2.139345
|
v2 |
102 | -6.735145 1.109804 -6.07 0.000 -8.912762 -4.557529
103 | -6.644054 2.159864 -3.08 0.002 -10.88206 -2.40605
104 | -9.430562 4.926993 -1.91 0.056 -19.09812 .2370011
105 | -13.17139 4.126019 -3.19 0.001 -21.26731 -5.075466
106 | -14.51327 4.031447 -3.60 0.000 -22.42362 -6.602914
107 | -19.03417 4.069486 -4.68 0.000 -27.01917 -11.04917
108 | -37.98022 5.888333 -6.45 0.000 -49.53409 -26.42635
109 | -43.15003 6.055673 -7.13 0.000 -55.03224 -31.26781
110 | -37.41061 5.966769 -6.27 0.000 -49.11838 -25.70284
111 | -40.74768 5.985858 -6.81 0.000 -52.49291 -29.00245
|
house_administration_m | 66.68981 16.63987 4.01 0.000 34.03967 99.33996
house_agriculture_m | 28.27601 14.00966 2.02 0.044 .7867812 55.76524
house_appropriations_m | 63.65077 8.003427 7.95 0.000 47.94674 79.3548
house_armedservices_m | 62.87516 11.7908 5.33 0.000 39.73969 86.01064
house_budget_m | -57.40492 24.4137 -2.35 0.019 -105.3086 -9.501261
house_dc_m | 179.6143 143.2409 1.25 0.210 -101.4477 460.6763
house_educlabor_m | -38.49884 8.616275 -4.47 0.000 -55.40538 -21.5923
house_energycommerce_m | 50.7339 5.743509 8.83 0.000 39.4642 62.00361
house_foreignaffairs_m | -90.74956 19.08601 -4.75 0.000 -128.1994 -53.2997
house_governmentop_m | 183.2114 22.01332 8.32 0.000 140.0177 226.4052
house_intelligence_m | -130.4345 45.92013 -2.84 0.005 -220.5373 -40.33175
house_interior_m | -35.3143 23.17517 -1.52 0.128 -80.78777 10.15916
house_judiciary_m | 6.88861 6.737509 1.02 0.307 -6.331479 20.1087
house_mmf_m | 82.33274 23.23823 3.54 0.000 36.73555 127.9299
house_pocs_m | -32.34522 21.51843 -1.50 0.133 -74.56788 9.87744
house_pwt_m | 4.178013 21.61516 0.19 0.847 -38.23445 46.59048
house_rules_m | -77.71344 23.93292 -3.25 0.001 -124.6737 -30.75316
house_sst_m | -221.7014 36.98275 -5.99 0.000 -294.2676 -149.1352
house_smallbusi_m | -61.96762 32.1053 -1.93 0.054 -124.9634 1.028213
house_soc_m | 510.5015 136.9551 3.73 0.000 241.7734 779.2296
house_veterans_m | 62.93426 12.26261 5.13 0.000 38.87302 86.99551
house_waysandmeans_m | 50.97008 6.28952 8.10 0.000 38.62902 63.31115
house_naturalresources_m | -57.4292 23.36718 -2.46 0.014 -103.2794 -11.57899
house_bfs_m | 45.65077 8.934749 5.11 0.000 28.11934 63.18221
house_eeo_m | -111.8437 14.26002 -7.84 0.000 -139.8241 -83.86319
house_govreform_m | 40.7446 10.42137 3.91 0.000 20.29618 61.19302
house_ir_m | 43.55956 14.52211 3.00 0.003 15.06482 72.05429
house_natsecur_m | 48.01824 25.66158 1.87 0.062 -2.333964 98.37044
house_oversight_m | 68.95505 19.14398 3.60 0.000 31.39145 106.5187
house_resources_m | 21.95707 14.25008 1.54 0.124 -6.003907 49.91804
house_science_m | 198.882 23.4103 8.50 0.000 152.9472 244.8169
house_transp_m | 57.56424 12.88109 4.47 0.000 32.28944 82.83904
house_homeland_m | 36.2239 25.68547 1.41 0.159 -14.17519 86.62298
democrat | 2.677754 1.316348 2.03 0.042 .0948637 5.260644
rookie | -3.218906 .6713622 -4.79 0.000 -4.536228 -1.901584
tenure_run | .0825307 .1152722 0.72 0.474 -.1436522 .3087136
age | .0179544 .0382328 0.47 0.639 -.0570646 .0929733
leader | 1.505589 1.072645 1.40 0.161 -.5991166 3.610294
ivycoll | .6997288 .9440195 0.74 0.459 -1.152591 2.552049
black | -.7480844 1.407665 -0.53 0.595 -3.510153 2.013984
occ0 | -.1868643 .944104 -0.20 0.843 -2.03935 1.665622
occ1 | .2462845 1.279994 0.19 0.847 -2.265272 2.757841
occ2 | 1.192713 .921227 1.29 0.196 -.6148849 3.00031
occ3 | -.6503919 1.314921 -0.49 0.621 -3.230482 1.929698
occ4 | .0394135 .9609429 0.04 0.967 -1.846113 1.92494
borninstate | .2469368 .6207738 0.40 0.691 -.9711225 1.464996
region_NE | 2.391988 1.016421 2.35 0.019 .3976037 4.386372
region_MW | .7910234 .9178013 0.86 0.389 -1.009852 2.591899
region_WE | -1.935679 1.058544 -1.83 0.068 -4.012715 .1413578
pct_b | 1.175614 3.18444 0.37 0.712 -5.072775 7.424004
pct_u | 5.544045 2.017767 2.75 0.006 1.584857 9.503232
pct_f | 10.34398 5.233321 1.98 0.048 .0753476 20.61261
pct_a | 10.9699 8.498591 1.29 0.197 -5.705725 27.64552
lninc | -.6781335 1.636855 -0.41 0.679 -3.889909 2.533642
lnpden | -1.264486 .2956015 -4.28 0.000 -1.844505 -.6844679
_cons | .8109557 17.97773 0.05 0.964 -34.46428 36.08619
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 4,747 1 0 1 1
j = 1 k = 2
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.54053 45.13424 .5658793
----------------------------------------------
reg pctbills_cosponsored_opp cosponsor_female i.v2 house_* democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate region_NE region
> _MW region_WE pct_b pct_u pct_f pct_a lninc lnpden if cosponsor_party==100 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
note: democrat omitted because of collinearity
Linear regression Number of obs = 2,495
F(65, 581) = 146.02
Prob > F = 0.0000
R-squared = 0.8490
Root MSE = 6.2886
(Std. Err. adjusted for 582 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | -1.244711 .5599066 -2.22 0.027 -2.344399 -.1450235
|
v2 |
102 | -1.958677 .6294198 -3.11 0.002 -3.194892 -.7224612
103 | -.081303 1.360734 -0.06 0.952 -2.753861 2.591255
104 | 39.61499 3.167712 12.51 0.000 33.39342 45.83655
105 | 29.09494 2.585329 11.25 0.000 24.01721 34.17267
106 | 32.66914 2.470096 13.23 0.000 27.81773 37.52054
107 | 29.45716 2.541842 11.59 0.000 24.46485 34.44948
108 | 31.59727 3.569179 8.85 0.000 24.5872 38.60733
109 | 37.38719 3.692219 10.13 0.000 30.13547 44.63891
110 | -.9587663 3.545834 -0.27 0.787 -7.922982 6.005449
111 | -3.479108 3.549959 -0.98 0.327 -10.45142 3.493208
|
house_administration_m | -.0146433 10.79091 -0.00 0.999 -21.2086 21.17931
house_agriculture_m | -19.92071 9.165212 -2.17 0.030 -37.9217 -1.919729
house_appropriations_m | 89.51331 10.39176 8.61 0.000 69.10332 109.9233
house_armedservices_m | 18.17735 8.493505 2.14 0.033 1.495636 34.85906
house_budget_m | 128.8366 23.6016 5.46 0.000 82.48177 175.1915
house_dc_m | 92.46025 79.26061 1.17 0.244 -63.21198 248.1325
house_educlabor_m | -48.66143 5.41229 -8.99 0.000 -59.29146 -38.03139
house_energycommerce_m | -23.74549 3.917533 -6.06 0.000 -31.43974 -16.05123
house_foreignaffairs_m | -.822907 7.518843 -0.11 0.913 -15.59033 13.94452
house_governmentop_m | 43.01431 19.16426 2.24 0.025 5.374647 80.65398
house_intelligence_m | -53.74134 42.41703 -1.27 0.206 -137.0507 29.56806
house_interior_m | -11.70655 12.91476 -0.91 0.365 -37.07186 13.65876
house_judiciary_m | 9.642476 6.135965 1.57 0.117 -2.408898 21.69385
house_mmf_m | 8.123018 10.69677 0.76 0.448 -12.88604 29.13207
house_pocs_m | 18.79861 10.86552 1.73 0.084 -2.541868 40.13908
house_pwt_m | -22.11561 11.86212 -1.86 0.063 -45.41348 1.182258
house_rules_m | -.5238211 18.33915 -0.03 0.977 -36.54292 35.49528
house_sst_m | -38.78877 19.65281 -1.97 0.049 -77.38798 -.1895634
house_smallbusi_m | -20.18705 15.24511 -1.32 0.186 -50.1293 9.755186
house_soc_m | -224.3122 86.52266 -2.59 0.010 -394.2475 -54.3769
house_veterans_m | -20.027 7.648636 -2.62 0.009 -35.04935 -5.004659
house_waysandmeans_m | 4.837745 3.8519 1.26 0.210 -2.727599 12.40309
house_naturalresources_m | -30.8251 9.723412 -3.17 0.002 -49.92242 -11.72778
house_bfs_m | -20.52001 5.688343 -3.61 0.000 -31.69223 -9.347789
house_eeo_m | -111.4649 15.38873 -7.24 0.000 -141.6893 -81.24063
house_govreform_m | -49.39878 11.85046 -4.17 0.000 -72.67374 -26.12382
house_ir_m | -68.08922 13.48239 -5.05 0.000 -94.56938 -41.60906
house_natsecur_m | 31.90478 17.85019 1.79 0.074 -3.153982 66.96354
house_oversight_m | 45.3078 12.45062 3.64 0.000 20.85409 69.76151
house_resources_m | -28.39027 12.4171 -2.29 0.023 -52.77815 -4.002392
house_science_m | 26.82828 17.40627 1.54 0.124 -7.358593 61.01515
house_transp_m | 21.61057 9.43682 2.29 0.022 3.076135 40.14501
house_homeland_m | -22.42123 14.70911 -1.52 0.128 -51.31074 6.468281
democrat | 0 (omitted)
rookie | -.5474751 .419139 -1.31 0.192 -1.370687 .2757371
tenure_run | -.111253 .0819711 -1.36 0.175 -.2722487 .0497427
age | .0120406 .0285859 0.42 0.674 -.0441036 .0681849
leader | -.222595 .7044068 -0.32 0.752 -1.606089 1.160899
ivycoll | .1286838 .5942771 0.22 0.829 -1.038509 1.295877
black | -3.685448 1.036695 -3.55 0.000 -5.721575 -1.649321
occ0 | .1642128 .7513737 0.22 0.827 -1.311527 1.639952
occ1 | -.1047427 .8259866 -0.13 0.899 -1.727026 1.517541
occ2 | .489228 .6426382 0.76 0.447 -.7729491 1.751405
occ3 | .6991184 1.068257 0.65 0.513 -1.398998 2.797235
occ4 | 1.186212 .9980859 1.19 0.235 -.7740844 3.146508
borninstate | .591975 .4834545 1.22 0.221 -.3575563 1.541506
region_NE | -2.544571 .6714047 -3.79 0.000 -3.863247 -1.225895
region_MW | -2.970754 .7006004 -4.24 0.000 -4.346772 -1.594736
region_WE | -2.701479 .8138619 -3.32 0.001 -4.299949 -1.10301
pct_b | -1.072084 2.231963 -0.48 0.631 -5.455784 3.311616
pct_u | -5.751283 1.46575 -3.92 0.000 -8.630097 -2.872469
pct_f | -7.958508 2.868479 -2.77 0.006 -13.59236 -2.324657
pct_a | -.2532446 5.72585 -0.04 0.965 -11.49913 10.99264
lninc | -.4281928 1.160381 -0.37 0.712 -2.707245 1.85086
lnpden | .1358573 .1807258 0.75 0.453 -.2190981 .4908128
_cons | 40.16461 12.22973 3.28 0.001 16.14475 64.18448
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,495 1 0 1 1
j = 1 k = 3
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 17.82571 28.60263 .6232193
----------------------------------------------
reg pctbills_cosponsored_opp cosponsor_female i.v2 house_* democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate region_NE region
> _MW region_WE pct_b pct_u pct_f pct_a lninc lnpden if cosponsor_party==200 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
note: democrat omitted because of collinearity
Linear regression Number of obs = 2,243
F(65, 509) = 225.65
Prob > F = 0.0000
R-squared = 0.8793
Root MSE = 6.0647
(Std. Err. adjusted for 510 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 1.32403 .8717022 1.52 0.129 -.3885471 3.036607
|
v2 |
102 | 6.162624 .9265142 6.65 0.000 4.342362 7.982887
103 | 4.140828 1.7521 2.36 0.018 .6985891 7.583067
104 | -33.8825 3.012672 -11.25 0.000 -39.80131 -27.9637
105 | -34.83063 2.547747 -13.67 0.000 -39.83603 -29.82524
106 | -38.5389 2.394116 -16.10 0.000 -43.24246 -33.83533
107 | -37.23836 2.44127 -15.25 0.000 -42.03456 -32.44215
108 | -42.70866 3.975291 -10.74 0.000 -50.51865 -34.89866
109 | -47.89347 4.019731 -11.91 0.000 -55.79077 -39.99616
110 | -2.878925 4.168485 -0.69 0.490 -11.06848 5.310629
111 | -2.255175 4.274168 -0.53 0.598 -10.65236 6.142008
|
house_administration_m | -31.73889 11.17066 -2.84 0.005 -53.68516 -9.792625
house_agriculture_m | 17.03288 7.608499 2.24 0.026 2.084952 31.98081
house_appropriations_m | -70.81174 4.641825 -15.26 0.000 -79.93123 -61.69224
house_armedservices_m | -18.17844 7.910954 -2.30 0.022 -33.72058 -2.636298
house_budget_m | -33.41956 12.19716 -2.74 0.006 -57.38255 -9.456583
house_dc_m | -162.5238 84.92658 -1.91 0.056 -329.3736 4.326003
house_educlabor_m | -4.975611 5.88465 -0.85 0.398 -16.5368 6.585581
house_energycommerce_m | 26.50217 3.56714 7.43 0.000 19.49404 33.5103
house_foreignaffairs_m | -12.70655 10.96682 -1.16 0.247 -34.25235 8.839261
house_governmentop_m | -23.25641 13.57709 -1.71 0.087 -49.93044 3.41763
house_intelligence_m | -89.69083 30.59077 -2.93 0.004 -149.7906 -29.59111
house_interior_m | -43.1515 19.83783 -2.18 0.030 -82.12561 -4.177394
house_judiciary_m | -42.34281 4.13946 -10.23 0.000 -50.47534 -34.21028
house_mmf_m | 34.02106 11.16268 3.05 0.002 12.09046 55.95166
house_pocs_m | 43.8327 15.35285 2.86 0.004 13.66995 73.99545
house_pwt_m | -8.368247 11.46613 -0.73 0.466 -30.89501 14.15852
house_rules_m | -94.16119 12.40327 -7.59 0.000 -118.5291 -69.79328
house_sst_m | .8684701 29.30851 0.03 0.976 -56.71206 58.449
house_smallbusi_m | 31.15963 24.65966 1.26 0.207 -17.28761 79.60687
house_soc_m | 111.6178 126.4645 0.88 0.378 -136.8388 360.0744
house_veterans_m | 20.17472 8.655976 2.33 0.020 3.168877 37.18055
house_waysandmeans_m | -16.20117 3.489437 -4.64 0.000 -23.05664 -9.345698
house_naturalresources_m | -68.72112 15.53512 -4.42 0.000 -99.24197 -38.20028
house_bfs_m | 3.155139 5.529056 0.57 0.568 -7.70744 14.01772
house_eeo_m | -21.82193 7.30188 -2.99 0.003 -36.16746 -7.476396
house_govreform_m | 24.67002 5.746101 4.29 0.000 13.38103 35.95902
house_ir_m | 44.04249 7.888885 5.58 0.000 28.5437 59.54127
house_natsecur_m | -1.931093 12.79053 -0.15 0.880 -27.05982 23.19764
house_oversight_m | -55.25841 10.09362 -5.47 0.000 -75.08869 -35.42813
house_resources_m | -11.08019 6.929448 -1.60 0.110 -24.69403 2.533649
house_science_m | 33.64706 13.63392 2.47 0.014 6.861384 60.43274
house_transp_m | 23.36957 7.665441 3.05 0.002 8.309775 38.42937
house_homeland_m | 7.927664 14.46801 0.55 0.584 -20.49669 36.35202
democrat | 0 (omitted)
rookie | -.3030036 .4219909 -0.72 0.473 -1.132062 .5260546
tenure_run | .3124396 .079027 3.95 0.000 .1571804 .4676988
age | -.01854 .0255359 -0.73 0.468 -.0687088 .0316288
leader | .1486395 .6204226 0.24 0.811 -1.070265 1.367544
ivycoll | .0976161 .8113275 0.12 0.904 -1.496347 1.691579
black | 1.583785 3.292696 0.48 0.631 -4.885162 8.052732
occ0 | .2911836 .6422373 0.45 0.650 -.9705786 1.552946
occ1 | .7528992 1.197285 0.63 0.530 -1.59933 3.105128
occ2 | .8950979 .6216756 1.44 0.151 -.3262681 2.116464
occ3 | -1.080771 .8457679 -1.28 0.202 -2.742397 .5808546
occ4 | .3463823 .5789113 0.60 0.550 -.7909675 1.483732
borninstate | -.5000858 .4405794 -1.14 0.257 -1.365664 .3654921
region_NE | 5.055041 .9388112 5.38 0.000 3.210619 6.899463
region_MW | 2.066482 .6293974 3.28 0.001 .8299451 3.303018
region_WE | .3276547 .8192164 0.40 0.689 -1.281807 1.937116
pct_b | 8.38087 2.943642 2.85 0.005 2.597687 14.16405
pct_u | 2.0753 1.444108 1.44 0.151 -.7618469 4.912446
pct_f | 12.5281 3.740998 3.35 0.001 5.178403 19.8778
pct_a | 13.82844 5.777542 2.39 0.017 2.477678 25.17921
lninc | .9714667 1.978843 0.49 0.624 -2.916238 4.859171
lnpden | -.3653832 .2234484 -1.64 0.103 -.8043778 .0736115
_cons | 44.30165 20.04876 2.21 0.028 4.913151 83.69016
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,243 1 0 1 1
j = 2 k = 1
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 23.40392 43.8746 .5334274
----------------------------------------------
reg pctbills_cosponsored_opp cosponsor_female if tag_cosponsor==1 & sample==1 & abs(cosp_MV1_female)<=23.40391508112141, robust cluster(cosponsor_v1_fix)
Linear regression Number of obs = 378
F(13, 263) = 0.91
Prob > F = 0.5469
R-squared = 0.0399
Root MSE = 16.83
(Std. Err. adjusted for 264 clusters in cosponsor_v1_fix)
----------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored~p | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
cosponsor_female | -2.205593 3.85712 -0.57 0.568 -9.800359 5.389173
|
v2 |
102 | 5.869027 5.297043 1.11 0.269 -4.560984 16.29904
103 | .8672649 3.93574 0.22 0.826 -6.882306 8.616835
104 | 1.203494 5.144825 0.23 0.815 -8.926794 11.33378
105 | -1.053346 4.458503 -0.24 0.813 -9.832249 7.725557
106 | -4.426365 4.453158 -0.99 0.321 -13.19474 4.342015
107 | -1.391145 4.544528 -0.31 0.760 -10.33943 7.557144
108 | -2.836913 4.52932 -0.63 0.532 -11.75526 6.081431
109 | -6.614009 4.992651 -1.32 0.186 -16.44466 3.216647
110 | 2.437494 4.903113 0.50 0.620 -7.216857 12.09185
111 | 2.947983 5.035206 0.59 0.559 -6.966462 12.86243
|
cosp_MV1_female | .0213845 .1625828 0.13 0.895 -.2987452 .3415142
femaleXcosp_MV1_female | .0486689 .2761365 0.18 0.860 -.4950507 .5923885
_cons | 29.4522 4.677926 6.30 0.000 20.24125 38.66315
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 378 1 0 1 1
j = 2 k = 2
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.54053 45.13424 .5658793
----------------------------------------------
reg pctbills_cosponsored_opp cosponsor_female if cosponsor_party==100 & tag_cosponsor==1 & sample==1 & abs(cosp_MV1_female)<=25.54053403157772, robust cluster(cospo
> nsor_v1_fix)
Linear regression Number of obs = 169
F(13, 117) = 49.22
Prob > F = 0.0000
R-squared = 0.7614
Root MSE = 7.9275
(Std. Err. adjusted for 118 clusters in cosponsor_v1_fix)
----------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored~p | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
cosponsor_female | -2.038897 2.60947 -0.78 0.436 -7.206816 3.129023
|
v2 |
102 | -2.103893 2.1179 -0.99 0.323 -6.298284 2.090498
103 | 1.686634 2.277775 0.74 0.460 -2.824381 6.197649
104 | 29.57762 3.260996 9.07 0.000 23.11939 36.03585
105 | 19.99136 3.123221 6.40 0.000 13.80599 26.17674
106 | 20.31421 2.585215 7.86 0.000 15.19433 25.43409
107 | 22.35417 2.629525 8.50 0.000 17.14653 27.5618
108 | 17.92722 2.967129 6.04 0.000 12.05097 23.80346
109 | 26.47169 4.055002 6.53 0.000 18.44097 34.50241
110 | -8.78867 2.499963 -3.52 0.001 -13.73971 -3.837624
111 | -6.163684 2.476668 -2.49 0.014 -11.06859 -1.258773
|
cosp_MV1_female | .1466568 .1342833 1.09 0.277 -.1192843 .4125979
femaleXcosp_MV1_female | -.4323076 .166561 -2.60 0.011 -.7621729 -.1024424
_cons | 22.55994 3.120466 7.23 0.000 16.38002 28.73986
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 169 1 0 1 1
j = 2 k = 3
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 17.82571 28.60263 .6232193
----------------------------------------------
reg pctbills_cosponsored_opp cosponsor_female if cosponsor_party==200 & tag_cosponsor==1 & sample==1 & abs(cosp_MV1_female)<=17.82570982211885, robust cluster(cospo
> nsor_v1_fix)
Linear regression Number of obs = 154
F(13, 114) = 32.50
Prob > F = 0.0000
R-squared = 0.7195
Root MSE = 9.3866
(Std. Err. adjusted for 115 clusters in cosponsor_v1_fix)
----------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored~p | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-----------------------+----------------------------------------------------------------
cosponsor_female | 4.147382 4.49759 0.92 0.358 -4.762309 13.05707
|
v2 |
102 | 5.171657 5.762577 0.90 0.371 -6.243965 16.58728
103 | -9.590855 3.854083 -2.49 0.014 -17.22576 -1.955947
104 | -33.21337 3.654554 -9.09 0.000 -40.45301 -25.97372
105 | -32.5754 3.939521 -8.27 0.000 -40.37956 -24.77124
106 | -28.93964 3.80241 -7.61 0.000 -36.47219 -21.4071
107 | -26.27645 4.301389 -6.11 0.000 -34.79747 -17.75543
108 | -25.08025 4.900965 -5.12 0.000 -34.78903 -15.37148
109 | -33.42051 3.833526 -8.72 0.000 -41.01469 -25.82632
110 | -.8194265 4.577211 -0.18 0.858 -9.886847 8.247994
111 | .5263962 4.959173 0.11 0.916 -9.297688 10.35048
|
cosp_MV1_female | .0177575 .1772511 0.10 0.920 -.3333755 .3688906
femaleXcosp_MV1_female | -.3367526 .4203467 -0.80 0.425 -1.169456 .495951
_cons | 44.81419 4.044155 11.08 0.000 36.80275 52.82563
----------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 154 1 0 1 1
j = 3 k = 1
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 23.40392 43.8746 .5334274
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(3,994 missing values generated)
(4,486 missing values generated)
(492 real changes made)
reg pctbills_cosponsored_opp cosponsor_female i.v2 cosp_MV1_female femaleXcosp_MV1_female [aw=wt] if tag_cosponsor==1 & sample==1 & abs(cosp_MV1_female)<=23.4039150
> 8112141, robust cluster(cosponsor_v1_fix)
(sum of wgt is 752.5781360864639)
Linear regression Number of obs = 378
F(46, 263) = 6.32
Prob > F = 0.0000
R-squared = 0.3114
Root MSE = 14.722
(Std. Err. adjusted for 264 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | .5805647 3.726943 0.16 0.876 -6.757878 7.919008
|
v2 |
102 | -1.46718 5.292301 -0.28 0.782 -11.88785 8.953493
103 | -10.11904 8.852086 -1.14 0.254 -27.54902 7.310938
104 | -33.1061 20.49591 -1.62 0.107 -73.46306 7.250864
105 | -30.56907 16.88617 -1.81 0.071 -63.81836 2.680216
106 | -33.20431 15.87772 -2.09 0.037 -64.46795 -1.940675
107 | -37.94166 16.14353 -2.35 0.019 -69.72868 -6.154644
108 | -35.89112 15.43224 -2.33 0.021 -66.27759 -5.50466
109 | -41.86407 16.1069 -2.60 0.010 -73.57895 -10.14918
110 | -32.18129 16.8037 -1.92 0.057 -65.26819 .9056092
111 | -30.75425 17.11679 -1.80 0.074 -64.45764 2.949133
|
cosp_MV1_female | -.0881094 .1650582 -0.53 0.594 -.4131131 .2368943
femaleXcosp_MV1_female | -.0354203 .2569756 -0.14 0.890 -.5414118 .4705711
house_administration_m | -93.63898 81.73996 -1.15 0.253 -254.587 67.30904
house_agriculture_m | 31.05282 59.34299 0.52 0.601 -85.79501 147.9006
house_appropriations_m | 90.52887 46.63884 1.94 0.053 -1.304177 182.3619
house_armedservices_m | 41.41722 47.80578 0.87 0.387 -52.71357 135.548
house_budget_m | -222.4797 125.7031 -1.77 0.078 -469.9922 25.03274
house_dc_m | -634.1451 485.7921 -1.31 0.193 -1590.682 322.3917
house_educlabor_m | -70.12011 21.61942 -3.24 0.001 -112.6893 -27.55093
house_energycommerce_m | 100.4691 24.58677 4.09 0.000 52.05712 148.8811
house_foreignaffairs_m | -54.99901 65.07445 -0.85 0.399 -183.1322 73.13421
house_governmentop_m | 121.1256 80.84977 1.50 0.135 -38.06963 280.3208
house_intelligence_m | 44.9951 199.044 0.23 0.821 -346.9276 436.9178
house_interior_m | -135.6039 153.0714 -0.89 0.376 -437.0053 165.7975
house_judiciary_m | 4.794357 22.2218 0.22 0.829 -38.96092 48.54963
house_mmf_m | 16.77872 89.53278 0.19 0.851 -159.5136 193.071
house_pocs_m | 30.25285 107.5704 0.28 0.779 -181.556 242.0617
house_pwt_m | 46.44539 95.61242 0.49 0.628 -141.8179 234.7086
house_rules_m | -51.62332 70.27626 -0.73 0.463 -189.999 86.75238
house_sst_m | -427.8602 89.5862 -4.78 0.000 -604.2577 -251.4627
house_smallbusi_m | 65.17106 109.3526 0.60 0.552 -150.147 280.4891
house_soc_m | 136.3795 490.7699 0.28 0.781 -829.9587 1102.718
house_veterans_m | 43.716 42.08054 1.04 0.300 -39.14163 126.5736
house_waysandmeans_m | 19.11739 17.37337 1.10 0.272 -15.0912 53.32598
house_naturalresources_m | 54.04774 62.0866 0.87 0.385 -68.20232 176.2978
house_bfs_m | 50.9578 22.97762 2.22 0.027 5.714296 96.20131
house_eeo_m | -98.18767 83.82944 -1.17 0.243 -263.2499 66.8746
house_govreform_m | 77.33155 51.19138 1.51 0.132 -23.46555 178.1286
house_ir_m | 86.68965 53.54576 1.62 0.107 -18.7433 192.1226
house_natsecur_m | -10.96395 73.5554 -0.15 0.882 -155.7964 133.8685
house_oversight_m | 31.9479 79.32593 0.40 0.687 -124.2468 188.1426
house_resources_m | 32.93553 41.81102 0.79 0.432 -49.39142 115.2625
house_science_m | 212.87 71.08146 2.99 0.003 72.90885 352.8312
house_transp_m | 98.90135 46.68747 2.12 0.035 6.972555 190.8301
house_homeland_m | 23.13015 70.30437 0.33 0.742 -115.3009 161.5612
_cons | 12.10981 18.72309 0.65 0.518 -24.75644 48.97605
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 378 1 0 1 1
j = 3 k = 2
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.54053 45.13424 .5658793
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(4,435 missing values generated)
(4,608 missing values generated)
(173 real changes made)
reg pctbills_cosponsored_opp cosponsor_female i.v2 cosp_MV1_female femaleXcosp_MV1_female [aw=wt] if cosponsor_party==100 & tag_cosponsor==1 & sample==1 & abs(cosp_
> MV1_female)<=25.54053403157772, robust cluster(cosponsor_v1_fix)
(sum of wgt is 404.8162603378296)
Linear regression Number of obs = 169
F(46, 117) = 80.35
Prob > F = 0.0000
R-squared = 0.9173
Root MSE = 5.497
(Std. Err. adjusted for 118 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | -.2961987 2.563067 -0.12 0.908 -5.372219 4.779821
|
v2 |
102 | -3.99477 3.124395 -1.28 0.204 -10.18247 2.19293
103 | 2.171025 5.905681 0.37 0.714 -9.524868 13.86692
104 | 43.8626 16.43062 2.67 0.009 11.32263 76.40257
105 | 30.156 12.75815 2.36 0.020 4.889154 55.42285
106 | 29.04842 10.76398 2.70 0.008 7.73092 50.36592
107 | 28.48234 10.99606 2.59 0.011 6.705226 50.25945
108 | 28.2758 11.13922 2.54 0.012 6.215157 50.33644
109 | 35.52618 10.98138 3.24 0.002 13.77812 57.27423
110 | -4.040816 10.43001 -0.39 0.699 -24.69691 16.61527
111 | -6.455944 9.936172 -0.65 0.517 -26.13401 13.22212
|
cosp_MV1_female | .1927286 .1090684 1.77 0.080 -.0232757 .408733
femaleXcosp_MV1_female | -.4058071 .1608287 -2.52 0.013 -.7243199 -.0872944
house_administration_m | -31.75913 50.95928 -0.62 0.534 -132.6813 69.16306
house_agriculture_m | 1.507086 31.34427 0.05 0.962 -60.56859 63.58276
house_appropriations_m | 412.9253 164.0749 2.52 0.013 87.98365 737.867
house_armedservices_m | 95.71741 28.82665 3.32 0.001 38.62774 152.8071
house_budget_m | 135.3497 70.31309 1.92 0.057 -3.901654 274.6011
house_dc_m | -122.196 262.8467 -0.46 0.643 -642.75 398.358
house_educlabor_m | -71.66174 12.83603 -5.58 0.000 -97.08284 -46.24065
house_energycommerce_m | .5184312 15.56572 0.03 0.973 -30.30865 31.34552
house_foreignaffairs_m | 15.12283 35.11083 0.43 0.667 -54.41232 84.65799
house_governmentop_m | 111.019 64.26502 1.73 0.087 -16.25447 238.2926
house_intelligence_m | -43.1249 169.1192 -0.25 0.799 -378.0567 291.8069
house_interior_m | -40.31575 104.9954 -0.38 0.702 -248.2537 167.6222
house_judiciary_m | -25.12849 20.60487 -1.22 0.225 -65.93536 15.67838
house_mmf_m | -27.74565 45.63093 -0.61 0.544 -118.1153 62.62401
house_pocs_m | 33.93414 47.62115 0.71 0.478 -60.37706 128.2453
house_pwt_m | -36.25532 48.9219 -0.74 0.460 -133.1426 60.63193
house_rules_m | 90.59435 79.74269 1.14 0.258 -67.33186 248.5206
house_sst_m | -67.59366 66.67707 -1.01 0.313 -199.6441 64.45679
house_smallbusi_m | 15.73524 77.34559 0.20 0.839 -137.4436 168.9141
house_soc_m | -355.3457 285.4191 -1.24 0.216 -920.6032 209.9118
house_veterans_m | -68.1841 21.73114 -3.14 0.002 -111.2215 -25.14671
house_waysandmeans_m | 25.92704 13.50886 1.92 0.057 -.8265483 52.68063
house_naturalresources_m | -101.6968 46.29166 -2.20 0.030 -193.375 -10.01864
house_bfs_m | 2.801416 17.16912 0.16 0.871 -31.20112 36.80395
house_eeo_m | -132.2377 45.34981 -2.92 0.004 -222.0507 -42.42482
house_govreform_m | -90.87497 42.64904 -2.13 0.035 -175.3392 -6.410785
house_ir_m | -20.51787 41.20072 -0.50 0.619 -102.1137 61.07799
house_natsecur_m | -16.28176 73.4899 -0.22 0.825 -161.8247 129.2611
house_oversight_m | 50.60636 61.11688 0.83 0.409 -70.43242 171.6451
house_resources_m | -44.51101 44.05839 -1.01 0.314 -131.7663 42.74431
house_science_m | 6.618166 49.66179 0.13 0.894 -91.7344 104.9707
house_transp_m | 54.5009 46.7048 1.17 0.246 -37.9955 146.9973
house_homeland_m | -128.1931 123.3067 -1.04 0.301 -372.3956 116.0094
_cons | 24.08245 12.62806 1.91 0.059 -.9267641 49.09167
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 169 1 0 1 1
j = 3 k = 3
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 17.82571 28.60263 .6232193
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(4,436 missing values generated)
(4,755 missing values generated)
(319 real changes made)
reg pctbills_cosponsored_opp cosponsor_female i.v2 cosp_MV1_female femaleXcosp_MV1_female [aw=wt] if cosponsor_party==200 & tag_cosponsor==1 & sample==1 & abs(cosp_
> MV1_female)<=17.82570982211885, robust cluster(cosponsor_v1_fix)
(sum of wgt is 270.2655016183853)
Linear regression Number of obs = 154
F(46, 114) = 98.61
Prob > F = 0.0000
R-squared = 0.9237
Root MSE = 5.6126
(Std. Err. adjusted for 115 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | -.6899305 2.59061 -0.27 0.790 -5.821908 4.442047
|
v2 |
102 | 14.88258 6.087804 2.44 0.016 2.822685 26.94247
103 | 4.736799 6.751236 0.70 0.484 -8.637349 18.11095
104 | -24.74804 13.10694 -1.89 0.062 -50.71278 1.216707
105 | -24.6931 12.0374 -2.05 0.043 -48.53911 -.8470965
106 | -35.21315 10.4693 -3.36 0.001 -55.95275 -14.47354
107 | -31.27327 10.97595 -2.85 0.005 -53.01654 -9.529989
108 | -32.55751 10.83254 -3.01 0.003 -54.01668 -11.09833
109 | -42.43082 10.63786 -3.99 0.000 -63.50435 -21.3573
110 | 21.90704 11.83106 1.85 0.067 -1.530199 45.34427
111 | 28.40641 12.0034 2.37 0.020 4.627771 52.18506
|
cosp_MV1_female | -.1899427 .146481 -1.30 0.197 -.4801205 .1002351
femaleXcosp_MV1_female | .3623165 .2571912 1.41 0.162 -.1471772 .8718102
house_administration_m | -87.70338 52.23186 -1.68 0.096 -191.1743 15.76753
house_agriculture_m | 15.65437 35.40253 0.44 0.659 -54.47777 85.78651
house_appropriations_m | -86.07855 25.05373 -3.44 0.001 -135.7098 -36.44731
house_armedservices_m | -19.23385 35.37179 -0.54 0.588 -89.3051 50.83741
house_budget_m | -78.42937 80.20527 -0.98 0.330 -237.3154 80.45666
house_dc_m | -434.5255 314.7807 -1.38 0.170 -1058.104 189.0526
house_educlabor_m | 40.29747 27.04737 1.49 0.139 -13.28316 93.87811
house_energycommerce_m | 44.68979 10.89016 4.10 0.000 23.11646 66.26311
house_foreignaffairs_m | -7.844838 45.83492 -0.17 0.864 -98.64347 82.95379
house_governmentop_m | -21.93746 47.41765 -0.46 0.645 -115.8715 71.99653
house_intelligence_m | -208.7904 142.6719 -1.46 0.146 -491.4223 73.84157
house_interior_m | -81.12882 52.8266 -1.54 0.127 -185.7779 23.52026
house_judiciary_m | -65.43057 15.94884 -4.10 0.000 -97.0251 -33.83604
house_mmf_m | 110.0636 64.28377 1.71 0.090 -17.28208 237.4092
house_pocs_m | 72.43811 83.07469 0.87 0.385 -92.13221 237.0084
house_pwt_m | -24.09082 75.12578 -0.32 0.749 -172.9144 124.7328
house_rules_m | -74.67692 46.54218 -1.60 0.111 -166.8766 17.52278
house_sst_m | 116.29 143.0163 0.81 0.418 -167.0241 399.6042
house_smallbusi_m | 61.1184 96.22595 0.64 0.527 -129.5045 251.7413
house_soc_m | 605.4402 279.9529 2.16 0.033 50.85562 1160.025
house_veterans_m | -23.73664 39.32336 -0.60 0.547 -101.6359 54.16262
house_waysandmeans_m | -36.29404 15.47926 -2.34 0.021 -66.95833 -5.629757
house_naturalresources_m | -60.03631 53.15934 -1.13 0.261 -165.3445 45.27193
house_bfs_m | 40.35393 20.42491 1.98 0.051 -.1076569 80.81552
house_eeo_m | -9.271698 33.49105 -0.28 0.782 -75.61722 57.07382
house_govreform_m | 59.56167 34.87865 1.71 0.090 -9.532678 128.656
house_ir_m | 97.9531 32.82178 2.98 0.003 32.93341 162.9728
house_natsecur_m | -76.64834 52.95639 -1.45 0.151 -181.5545 28.25787
house_oversight_m | -207.5866 42.56881 -4.88 0.000 -291.9151 -123.2581
house_resources_m | -9.670444 27.83637 -0.35 0.729 -64.81408 45.4732
house_science_m | 26.42115 62.06851 0.43 0.671 -96.5361 149.3784
house_transp_m | 28.041 32.1878 0.87 0.385 -35.72278 91.80478
house_homeland_m | 54.47496 63.9336 0.85 0.396 -72.17701 181.1269
_cons | 52.42382 15.62793 3.35 0.001 21.465 83.38263
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 154 1 0 1 1
j = 4 k = 1
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 23.40392 43.8746 .5334274
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(418 missing values generated)
(4,331 missing values generated)
(3,913 real changes made)
reg pctbills_cosponsored_opp cosponsor_female i.v2 [aw=wt] if tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 8,883.04598164558)
Linear regression Number of obs = 4,447
F(44, 1082) = 18.86
Prob > F = 0.0000
R-squared = 0.2717
Root MSE = 14.748
(Std. Err. adjusted for 1,083 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | -.0799262 1.279241 -0.06 0.950 -2.59 2.430147
|
v2 |
102 | -9.938354 2.596625 -3.83 0.000 -15.03334 -4.843364
103 | -12.53362 3.316801 -3.78 0.000 -19.04171 -6.02553
104 | -13.8663 9.186413 -1.51 0.131 -31.8915 4.158906
105 | -23.05764 8.132821 -2.84 0.005 -39.01552 -7.09975
106 | -22.81217 7.704049 -2.96 0.003 -37.92873 -7.6956
107 | -28.06936 7.610587 -3.69 0.000 -43.00254 -13.13618
108 | -27.47454 7.712721 -3.56 0.000 -42.60813 -12.34096
109 | -35.48419 7.948651 -4.46 0.000 -51.0807 -19.88767
110 | -27.47539 8.114588 -3.39 0.001 -43.3975 -11.55328
111 | -30.86677 8.395285 -3.68 0.000 -47.33965 -14.39389
|
house_administration_m | 50.45218 33.22722 1.52 0.129 -14.7449 115.6493
house_agriculture_m | 23.23719 20.60143 1.13 0.260 -17.18608 63.66046
house_appropriations_m | 70.70219 13.476 5.25 0.000 44.26013 97.14425
house_armedservices_m | 54.51373 20.76283 2.63 0.009 13.77376 95.25369
house_budget_m | -71.88907 51.28696 -1.40 0.161 -172.5222 28.74409
house_dc_m | 333.0372 347.6325 0.96 0.338 -349.073 1015.147
house_educlabor_m | -23.67351 14.49354 -1.63 0.103 -52.11214 4.76512
house_energycommerce_m | 67.47631 9.962665 6.77 0.000 47.92798 87.02464
house_foreignaffairs_m | -45.97826 42.5621 -1.08 0.280 -129.4919 37.53535
house_governmentop_m | 144.941 53.36856 2.72 0.007 40.22336 249.6586
house_intelligence_m | -180.7768 70.39839 -2.57 0.010 -318.9097 -42.644
house_interior_m | -144.4004 60.51238 -2.39 0.017 -263.1353 -25.66548
house_judiciary_m | -3.747568 15.07374 -0.25 0.804 -33.32464 25.8295
house_mmf_m | 141.2479 46.79625 3.02 0.003 49.42625 233.0696
house_pocs_m | -26.87006 54.3241 -0.49 0.621 -133.4626 79.72246
house_pwt_m | -12.51159 38.4117 -0.33 0.745 -87.88145 62.85827
house_rules_m | -17.34197 50.89194 -0.34 0.733 -117.2 82.51611
house_sst_m | -203.7783 58.96437 -3.46 0.001 -319.4758 -88.08085
house_smallbusi_m | -83.89915 55.13933 -1.52 0.128 -192.0913 24.29297
house_soc_m | 471.8794 218.1125 2.16 0.031 43.90807 899.8507
house_veterans_m | 60.88893 19.19813 3.17 0.002 23.21915 98.55871
house_waysandmeans_m | 42.14225 10.69757 3.94 0.000 21.15192 63.13259
house_naturalresources_m | -102.9365 30.25952 -3.40 0.001 -162.3104 -43.56248
house_bfs_m | 37.25932 19.05905 1.95 0.051 -.1375729 74.65621
house_eeo_m | -141.2584 27.75339 -5.09 0.000 -195.7149 -86.80182
house_govreform_m | 50.95345 15.84037 3.22 0.001 19.87213 82.03476
house_ir_m | 24.73377 21.45166 1.15 0.249 -17.35779 66.82533
house_natsecur_m | 31.29826 31.9947 0.98 0.328 -31.48043 94.07694
house_oversight_m | 69.63015 30.47378 2.28 0.023 9.835747 129.4246
house_resources_m | 29.79251 22.69635 1.31 0.190 -14.74135 74.32636
house_science_m | 216.3528 28.0874 7.70 0.000 161.2408 271.4647
house_transp_m | 83.48681 23.30529 3.58 0.000 37.75812 129.2155
house_homeland_m | 81.93189 46.27826 1.77 0.077 -8.873402 172.7372
_cons | 1.784242 9.472087 0.19 0.851 -16.8015 20.36998
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 4,447 1 0 1 1
j = 4 k = 2
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.54053 45.13424 .5658793
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(418 missing values generated)
(4,331 missing values generated)
(3,913 real changes made)
reg pctbills_cosponsored_opp cosponsor_female i.v2 [aw=wt] if cosponsor_party==100 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 4,635.8760625124)
Linear regression Number of obs = 2,309
F(44, 573) = 131.13
Prob > F = 0.0000
R-squared = 0.8401
Root MSE = 6.1816
(Std. Err. adjusted for 574 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | -.8751134 .6243354 -1.40 0.162 -2.101378 .3511515
|
v2 |
102 | -4.131378 .6864176 -6.02 0.000 -5.479579 -2.783176
103 | -1.675125 1.612622 -1.04 0.299 -4.842498 1.492247
104 | 32.8599 3.692668 8.90 0.000 25.60709 40.11272
105 | 17.25661 3.154167 5.47 0.000 11.06147 23.45175
106 | 22.73755 2.948791 7.71 0.000 16.9458 28.52931
107 | 18.59455 2.9528 6.30 0.000 12.79492 24.39419
108 | 19.15707 2.867622 6.68 0.000 13.52473 24.7894
109 | 24.1965 3.031779 7.98 0.000 18.24174 30.15125
110 | -12.71637 2.613544 -4.87 0.000 -17.84967 -7.583079
111 | -15.67912 2.686502 -5.84 0.000 -20.95571 -10.40252
|
house_administration_m | -10.56954 12.27413 -0.86 0.390 -34.67731 13.53822
house_agriculture_m | -13.17493 9.261242 -1.42 0.155 -31.36505 5.015197
house_appropriations_m | 68.69506 15.7137 4.37 0.000 37.83158 99.55854
house_armedservices_m | 29.67823 10.53791 2.82 0.005 8.980591 50.37587
house_budget_m | 231.1486 42.00322 5.50 0.000 148.6496 313.6477
house_dc_m | 35.4944 74.48451 0.48 0.634 -110.8016 181.7904
house_educlabor_m | -47.90046 6.257228 -7.66 0.000 -60.19036 -35.61056
house_energycommerce_m | -28.04499 5.401544 -5.19 0.000 -38.65423 -17.43575
house_foreignaffairs_m | -52.1407 13.07098 -3.99 0.000 -77.81358 -26.46782
house_governmentop_m | 13.59481 18.69123 0.73 0.467 -23.11687 50.30649
house_intelligence_m | -46.85186 50.90897 -0.92 0.358 -146.8428 53.13909
house_interior_m | -27.44884 15.82365 -1.73 0.083 -58.52827 3.630583
house_judiciary_m | -1.19823 7.697582 -0.16 0.876 -16.31715 13.92069
house_mmf_m | -17.4471 12.70064 -1.37 0.170 -42.39258 7.498381
house_pocs_m | 5.796862 10.0395 0.58 0.564 -13.92186 25.51558
house_pwt_m | -40.91111 10.51937 -3.89 0.000 -61.57233 -20.24988
house_rules_m | 19.40915 18.55134 1.05 0.296 -17.02777 55.84607
house_sst_m | -44.34131 24.5752 -1.80 0.072 -92.60977 3.927152
house_smallbusi_m | -43.93539 20.88504 -2.10 0.036 -84.95596 -2.914817
house_soc_m | -164.0635 119.3274 -1.37 0.170 -398.436 70.30898
house_veterans_m | -34.22225 8.351957 -4.10 0.000 -50.62644 -17.81807
house_waysandmeans_m | 9.351093 4.72684 1.98 0.048 .0670469 18.63514
house_naturalresources_m | -45.81418 10.32784 -4.44 0.000 -66.09921 -25.52914
house_bfs_m | -38.7633 7.759091 -5.00 0.000 -54.00303 -23.52357
house_eeo_m | -136.887 16.01479 -8.55 0.000 -168.3419 -105.4322
house_govreform_m | -66.77034 16.32735 -4.09 0.000 -98.83909 -34.70159
house_ir_m | -107.3488 12.21963 -8.78 0.000 -131.3496 -83.34811
house_natsecur_m | 40.50221 22.03569 1.84 0.067 -2.77836 83.78278
house_oversight_m | 53.25024 15.80588 3.37 0.001 22.20571 84.29477
house_resources_m | -43.75745 13.48414 -3.25 0.001 -70.24181 -17.27309
house_science_m | 40.08809 21.63676 1.85 0.064 -2.408943 82.58512
house_transp_m | 38.13754 14.33766 2.66 0.008 9.97677 66.29832
house_homeland_m | -29.80405 18.76825 -1.59 0.113 -66.66701 7.058914
_cons | 43.82556 5.106086 8.58 0.000 33.79663 53.85449
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,309 1 0 1 1
j = 4 k = 3
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 17.82571 28.60263 .6232193
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(418 missing values generated)
(4,331 missing values generated)
(3,913 real changes made)
reg pctbills_cosponsored_opp cosponsor_female i.v2 [aw=wt] if cosponsor_party==200 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 4,122.02951204777)
Linear regression Number of obs = 2,137
F(44, 519) = 232.64
Prob > F = 0.0000
R-squared = 0.8775
Root MSE = 6.3992
(Std. Err. adjusted for 520 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | -.5202795 .6579393 -0.79 0.429 -1.812831 .7722721
|
v2 |
102 | 4.785152 1.591858 3.01 0.003 1.657875 7.912429
103 | 7.310256 2.665865 2.74 0.006 2.073044 12.54747
104 | -30.68565 4.69604 -6.53 0.000 -39.91123 -21.46007
105 | -33.1132 3.387826 -9.77 0.000 -39.76874 -26.45766
106 | -37.09468 2.787069 -13.31 0.000 -42.57001 -31.61936
107 | -35.56214 2.875908 -12.37 0.000 -41.21199 -29.91229
108 | -35.43375 2.848153 -12.44 0.000 -41.02908 -29.83843
109 | -39.92353 2.792318 -14.30 0.000 -45.40917 -34.4379
110 | 4.198345 3.436643 1.22 0.222 -2.553096 10.94978
111 | 4.05776 3.893821 1.04 0.298 -3.591828 11.70735
|
house_administration_m | -27.16949 16.32896 -1.66 0.097 -59.24848 4.909504
house_agriculture_m | 39.4101 13.52356 2.91 0.004 12.84245 65.97776
house_appropriations_m | -63.19732 6.916791 -9.14 0.000 -76.78567 -49.60897
house_armedservices_m | -25.5567 14.01397 -1.82 0.069 -53.08779 1.974381
house_budget_m | -55.76655 17.4127 -3.20 0.001 -89.97459 -21.5585
house_dc_m | 80.67041 107.8037 0.75 0.455 -131.1148 292.4556
house_educlabor_m | 14.65599 10.15604 1.44 0.150 -5.296003 34.60799
house_energycommerce_m | 38.4842 6.024606 6.39 0.000 26.64859 50.31981
house_foreignaffairs_m | 28.94964 15.04498 1.92 0.055 -.6069107 58.50619
house_governmentop_m | -8.337868 17.30572 -0.48 0.630 -42.33573 25.65999
house_intelligence_m | -157.2775 76.91127 -2.04 0.041 -308.3732 -6.181796
house_interior_m | -44.41895 24.61483 -1.80 0.072 -92.77589 3.937999
house_judiciary_m | -54.52455 6.618584 -8.24 0.000 -67.52705 -41.52204
house_mmf_m | 44.68609 13.2081 3.38 0.001 18.73818 70.63401
house_pocs_m | 33.36963 28.74745 1.16 0.246 -23.10604 89.84529
house_pwt_m | -.3504744 13.86807 -0.03 0.980 -27.59494 26.89399
house_rules_m | -120.1249 16.01836 -7.50 0.000 -151.5937 -88.65611
house_sst_m | 22.15681 34.55429 0.64 0.522 -45.72667 90.04028
house_smallbusi_m | 75.80882 38.16891 1.99 0.048 .8242708 150.7934
house_soc_m | 34.07789 118.7835 0.29 0.774 -199.2777 267.4335
house_veterans_m | 46.6316 12.23295 3.81 0.000 22.59941 70.66379
house_waysandmeans_m | -14.36727 4.868762 -2.95 0.003 -23.93218 -4.80237
house_naturalresources_m | -98.06594 26.17941 -3.75 0.000 -149.4966 -46.6353
house_bfs_m | 16.64434 8.68717 1.92 0.056 -.4220022 33.71068
house_eeo_m | -12.30818 10.52641 -1.17 0.243 -32.98779 8.371425
house_govreform_m | 37.72034 11.27193 3.35 0.001 15.57612 59.86455
house_ir_m | 74.30868 15.43328 4.81 0.000 43.98931 104.6281
house_natsecur_m | -16.38622 22.39567 -0.73 0.465 -60.38352 27.61109
house_oversight_m | -44.98383 15.24962 -2.95 0.003 -74.9424 -15.02526
house_resources_m | -10.45095 7.551797 -1.38 0.167 -25.2868 4.384898
house_science_m | 63.25213 25.30097 2.50 0.013 13.54723 112.957
house_transp_m | 20.32699 9.706941 2.09 0.037 1.257269 39.39672
house_homeland_m | -.1191263 20.26145 -0.01 0.995 -39.92367 39.68542
_cons | 50.26268 5.439799 9.24 0.000 39.57595 60.94941
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,137 1 0 1 1
j = 5 k = 1
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if tag_cosponsor==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 = 907
----------------------+---------------------- NN matches = 3
Number of obs | 507 400 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 23.40392 43.8746 .5334274
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(515 missing values generated)
(4,347 missing values generated)
(3,832 real changes made)
reg pctbills_cosponsored_opp cosponsor_female i.v2 [aw=wt] if tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 8,490.35073935986)
Linear regression Number of obs = 4,360
F(44, 1067) = 24.38
Prob > F = 0.0000
R-squared = 0.3162
Root MSE = 14.815
(Std. Err. adjusted for 1,068 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | 1.18048 1.691355 0.70 0.485 -2.138279 4.499239
|
v2 |
102 | -9.29869 2.293636 -4.05 0.000 -13.79924 -4.798142
103 | -12.61485 2.890007 -4.36 0.000 -18.28559 -6.944108
104 | -18.64267 7.190405 -2.59 0.010 -32.75161 -4.533733
105 | -25.31521 6.632093 -3.82 0.000 -38.32864 -12.30179
106 | -22.20175 6.045374 -3.67 0.000 -34.06392 -10.33957
107 | -26.82936 6.059536 -4.43 0.000 -38.71932 -14.9394
108 | -25.54908 6.29963 -4.06 0.000 -37.91015 -13.18801
109 | -33.6687 6.530053 -5.16 0.000 -46.4819 -20.8555
110 | -32.73281 6.811904 -4.81 0.000 -46.09905 -19.36656
111 | -34.49054 7.195107 -4.79 0.000 -48.6087 -20.37237
|
house_administration_m | 33.11064 27.50223 1.20 0.229 -20.85395 87.07523
house_agriculture_m | -3.580525 30.84828 -0.12 0.908 -64.1107 56.94965
house_appropriations_m | 72.70289 12.59663 5.77 0.000 47.9859 97.41987
house_armedservices_m | 37.05769 22.60983 1.64 0.102 -7.307079 81.42246
house_budget_m | -33.98047 53.82995 -0.63 0.528 -139.6051 71.64412
house_dc_m | -104.8458 331.6169 -0.32 0.752 -755.541 545.8494
house_educlabor_m | -29.51213 15.24379 -1.94 0.053 -59.42333 .3990802
house_energycommerce_m | 66.08216 10.14194 6.52 0.000 46.18175 85.98257
house_foreignaffairs_m | 9.286468 56.77764 0.16 0.870 -102.122 120.695
house_governmentop_m | 212.5252 64.3781 3.30 0.001 86.20313 338.8473
house_intelligence_m | -148.0881 69.66506 -2.13 0.034 -284.7842 -11.39207
house_interior_m | -225.2187 83.72787 -2.69 0.007 -389.5087 -60.92875
house_judiciary_m | -26.26477 20.72354 -1.27 0.205 -66.92829 14.39876
house_mmf_m | 87.1805 43.29582 2.01 0.044 2.225882 172.1351
house_pocs_m | -.2116669 47.30538 -0.00 0.996 -93.0338 92.61046
house_pwt_m | -28.73828 35.52632 -0.81 0.419 -98.44766 40.97109
house_rules_m | -8.843469 47.30241 -0.19 0.852 -101.6598 83.97284
house_sst_m | -178.7005 58.19188 -3.07 0.002 -292.8841 -64.51703
house_smallbusi_m | -139.807 52.49179 -2.66 0.008 -242.8058 -36.80814
house_soc_m | 438.9792 205.0202 2.14 0.032 36.6906 841.2677
house_veterans_m | 75.03194 18.66744 4.02 0.000 38.40288 111.661
house_waysandmeans_m | 40.96047 9.90697 4.13 0.000 21.52112 60.39983
house_naturalresources_m | -98.31302 36.15141 -2.72 0.007 -169.2489 -27.3771
house_bfs_m | 37.43453 16.766 2.23 0.026 4.536464 70.3326
house_eeo_m | -123.9298 20.49176 -6.05 0.000 -164.1385 -83.72111
house_govreform_m | 56.25208 16.296 3.45 0.001 24.27624 88.22792
house_ir_m | 40.09723 20.92806 1.92 0.056 -.967582 81.16205
house_natsecur_m | 51.76906 30.9746 1.67 0.095 -9.008973 112.5471
house_oversight_m | 59.44434 36.70184 1.62 0.106 -12.57162 131.4603
house_resources_m | 38.63286 18.2332 2.12 0.034 2.855855 74.40986
house_science_m | 208.7756 32.86232 6.35 0.000 144.2935 273.2577
house_transp_m | 54.19483 18.69244 2.90 0.004 17.51671 90.87295
house_homeland_m | 113.012 46.34937 2.44 0.015 22.06576 203.9583
_cons | 7.233903 9.655358 0.75 0.454 -11.71174 26.17955
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 4,360 1 0 1 1
j = 5 k = 2
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==100 & tag_cosponsor==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 = 449
----------------------+---------------------- NN matches = 3
Number of obs | 179 270 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.685 99.971
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 25.54053 45.13424 .5658793
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(515 missing values generated)
(4,347 missing values generated)
(3,832 real changes made)
reg pctbills_cosponsored_opp cosponsor_female i.v2 [aw=wt] if cosponsor_party==100 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 4,397.69845294952)
Linear regression Number of obs = 2,268
F(44, 569) = 148.77
Prob > F = 0.0000
R-squared = 0.8472
Root MSE = 5.9887
(Std. Err. adjusted for 570 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | -1.040392 .5761753 -1.81 0.071 -2.172082 .091298
|
v2 |
102 | -2.993981 .7955263 -3.76 0.000 -4.556508 -1.431455
103 | -.9946664 1.596291 -0.62 0.533 -4.130009 2.140677
104 | 35.7717 4.125801 8.67 0.000 27.66804 43.87536
105 | 20.16421 3.303561 6.10 0.000 13.67555 26.65288
106 | 26.39929 3.196108 8.26 0.000 20.12168 32.6769
107 | 22.21567 3.251507 6.83 0.000 15.82925 28.60209
108 | 22.55882 3.136833 7.19 0.000 16.39764 28.72001
109 | 28.39034 3.303162 8.59 0.000 21.90246 34.87822
110 | -9.513198 2.799007 -3.40 0.001 -15.01084 -4.015552
111 | -10.79874 3.06432 -3.52 0.000 -16.8175 -4.779976
|
house_administration_m | -19.06051 13.95395 -1.37 0.172 -46.46804 8.347028
house_agriculture_m | -13.1456 8.651104 -1.52 0.129 -30.1376 3.846396
house_appropriations_m | 92.34085 18.58977 4.97 0.000 55.82791 128.8538
house_armedservices_m | 15.46902 11.80418 1.31 0.191 -7.716062 38.6541
house_budget_m | 199.9807 45.11434 4.43 0.000 111.3697 288.5916
house_dc_m | .4482293 69.92931 0.01 0.995 -136.9029 137.7993
house_educlabor_m | -41.98874 5.299248 -7.92 0.000 -52.39721 -31.58027
house_energycommerce_m | -24.79347 5.662569 -4.38 0.000 -35.91556 -13.67138
house_foreignaffairs_m | -45.12035 10.0091 -4.51 0.000 -64.77965 -25.46106
house_governmentop_m | 18.43367 16.95265 1.09 0.277 -14.86374 51.73108
house_intelligence_m | -14.16434 42.87419 -0.33 0.741 -98.37533 70.04665
house_interior_m | -28.43327 15.38792 -1.85 0.065 -58.65733 1.790796
house_judiciary_m | 1.104231 7.881195 0.14 0.889 -14.37555 16.58402
house_mmf_m | -4.419723 12.9408 -0.34 0.733 -29.83729 20.99784
house_pocs_m | 10.20171 10.88471 0.94 0.349 -11.17741 31.58083
house_pwt_m | -35.46836 11.62113 -3.05 0.002 -58.29392 -12.64281
house_rules_m | 26.2742 19.95662 1.32 0.189 -12.92343 65.47184
house_sst_m | -22.41141 24.49141 -0.92 0.361 -70.51602 25.69319
house_smallbusi_m | -25.41319 26.19301 -0.97 0.332 -76.85998 26.0336
house_soc_m | -217.7497 102.6655 -2.12 0.034 -419.3993 -16.10004
house_veterans_m | -20.94038 7.797934 -2.69 0.007 -36.25663 -5.624136
house_waysandmeans_m | 8.994185 4.138859 2.17 0.030 .8648786 17.12349
house_naturalresources_m | -40.0511 10.98449 -3.65 0.000 -61.62619 -18.47601
house_bfs_m | -34.39846 6.302706 -5.46 0.000 -46.77787 -22.01905
house_eeo_m | -127.5921 19.21526 -6.64 0.000 -165.3336 -89.8506
house_govreform_m | -57.01495 16.1918 -3.52 0.000 -88.81794 -25.21195
house_ir_m | -116.6497 18.56211 -6.28 0.000 -153.1083 -80.19108
house_natsecur_m | 41.51958 20.14489 2.06 0.040 1.952159 81.08701
house_oversight_m | 47.75383 16.31312 2.93 0.004 15.71253 79.79512
house_resources_m | -44.11492 13.48514 -3.27 0.001 -70.60165 -17.62819
house_science_m | 30.06856 20.56446 1.46 0.144 -10.32296 70.46007
house_transp_m | 34.10044 11.82761 2.88 0.004 10.86934 57.33153
house_homeland_m | -48.67901 20.49018 -2.38 0.018 -88.92463 -8.433378
_cons | 38.33106 4.354537 8.80 0.000 29.77813 46.88399
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 2,268 1 0 1 1
j = 5 k = 3
rdbwselect_2014 pctbills_cosponsored_opp cosp_MV1_female if cosponsor_party==200 & tag_cosponsor==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 = 458
----------------------+---------------------- NN matches = 3
Number of obs | 328 130 Kernel type = Uniform
Order loc. poly. (p) | 1 1
Order bias (q) | 2 2
Range of cosp_MV1_female | 99.945 57.946
----------------------------------------------
Method | h b rho
----------+-----------------------------------
CCT | 17.82571 28.60263 .6232193
----------------------------------------------
(option pr assumed; Pr(cosponsor_female))
(1,061 missing values generated)
(4,437 missing values generated)
(3,376 real changes made)
reg pctbills_cosponsored_opp cosponsor_female i.v2 [aw=wt] if cosponsor_party==200 & tag_cosponsor==1, robust cluster(cosponsor_v1_fix)
(sum of wgt is 3,080.53678405285)
Linear regression Number of obs = 1,952
F(44, 471) = 192.41
Prob > F = 0.0000
R-squared = 0.8806
Root MSE = 6.2356
(Std. Err. adjusted for 472 clusters in cosponsor_v1_fix)
------------------------------------------------------------------------------------------
| Robust
pctbills_cosponsored_opp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------------------+----------------------------------------------------------------
cosponsor_female | .2527269 .645179 0.39 0.695 -1.015059 1.520512
|
v2 |
102 | 5.80925 1.287706 4.51 0.000 3.27889 8.33961
103 | 5.83022 1.9783 2.95 0.003 1.942834 9.717606
104 | -35.56997 3.86594 -9.20 0.000 -43.16659 -27.97334
105 | -37.32091 3.028232 -12.32 0.000 -43.27143 -31.3704
106 | -40.98028 2.666338 -15.37 0.000 -46.21967 -35.74089
107 | -38.55046 2.660834 -14.49 0.000 -43.77903 -33.32188
108 | -38.14125 2.725995 -13.99 0.000 -43.49787 -32.78464
109 | -44.12557 2.751237 -16.04 0.000 -49.53179 -38.71935
110 | 1.486547 2.956798 0.50 0.615 -4.323601 7.296696
111 | 2.62295 3.389471 0.77 0.439 -4.037406 9.283307
|
house_administration_m | -26.02819 13.69196 -1.90 0.058 -52.93307 .8766899
house_agriculture_m | 32.80754 10.14873 3.23 0.001 12.86514 52.74993
house_appropriations_m | -72.62713 5.692109 -12.76 0.000 -83.8122 -61.44206
house_armedservices_m | -37.22296 12.30432 -3.03 0.003 -61.40112 -13.0448
house_budget_m | -38.88209 13.03837 -2.98 0.003 -64.50267 -13.26151
house_dc_m | -62.73115 103.2136 -0.61 0.544 -265.5473 140.085
house_educlabor_m | 2.994501 8.060885 0.37 0.710 -12.84525 18.83425
house_energycommerce_m | 39.70358 4.574466 8.68 0.000 30.71469 48.69246
house_foreignaffairs_m | 9.2453 15.2291 0.61 0.544 -20.68008 39.17068
house_governmentop_m | -16.64109 17.1117 -0.97 0.331 -50.26582 16.98363
house_intelligence_m | -94.54881 50.72994 -1.86 0.063 -194.2338 5.136207
house_interior_m | -47.39944 23.27734 -2.04 0.042 -93.13973 -1.659148
house_judiciary_m | -51.69149 5.042629 -10.25 0.000 -61.60033 -41.78266
house_mmf_m | 27.86541 11.76346 2.37 0.018 4.750041 50.98077
house_pocs_m | 38.61862 19.43869 1.99 0.048 .4213364 76.81591
house_pwt_m | -12.94995 13.86877 -0.93 0.351 -40.20227 14.30238
house_rules_m | -118.5312 15.35166 -7.72 0.000 -148.6974 -88.36496
house_sst_m | 10.37274 30.90884 0.34 0.737 -50.36354 71.10902
house_smallbusi_m | 44.38852 33.58532 1.32 0.187 -21.60707 110.3841
house_soc_m | -43.08265 137.034 -0.31 0.753 -312.3563 226.191
house_veterans_m | 41.39886 10.52095 3.93 0.000 20.72505 62.07266
house_waysandmeans_m | -18.47624 4.497711 -4.11 0.000 -27.3143 -9.638175
house_naturalresources_m | -84.12004 20.15747 -4.17 0.000 -123.7297 -44.51034
house_bfs_m | 12.8744 7.042045 1.83 0.068 -.9633173 26.71211
house_eeo_m | -10.46434 10.26899 -1.02 0.309 -30.64303 9.71436
house_govreform_m | 35.39534 9.832537 3.60 0.000 16.07428 54.71641
house_ir_m | 68.68093 11.18392 6.14 0.000 46.70438 90.65749
house_natsecur_m | -24.53125 18.18914 -1.35 0.178 -60.27315 11.21065
house_oversight_m | -43.97579 11.77376 -3.74 0.000 -67.11139 -20.84019
house_resources_m | -7.583096 7.287555 -1.04 0.299 -21.90324 6.737047
house_science_m | 45.3922 20.70053 2.19 0.029 4.715377 86.06903
house_transp_m | 13.25453 10.05557 1.32 0.188 -6.504798 33.01386
house_homeland_m | -3.098833 20.97149 -0.15 0.883 -44.30809 38.11043
_cons | 57.11042 4.425955 12.90 0.000 48.41336 65.80748
------------------------------------------------------------------------------------------
Variable | Obs Mean Std. Dev. Min Max
-------------+---------------------------------------------------------
tag_congre~n | 1,952 1 0 1 1
(4,877 missing values generated)
(4,877 missing values generated)
(4,877 missing values generated)
(4,877 missing values generated)
(4,877 missing values generated)
(4,877 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)
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(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(0 real changes made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
(1 real change made)
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(1 real change made)
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(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)
(4,859 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)
(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/TableD1_ReactiveCooperativeness_RDIPW_pctbills_cosponsored_opp.xl
> sx saved
.
. log close
name: <unnamed>
log: /Users/stefanogagliarducci/Dropbox/various/published/womenpart/EJ/3 replication package/Log/TableD1.log
log type: text
closed on: 12 Jul 2021, 18:51:03
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