HS_quality : the outcome variable, ordered from 1 to 6, i.e., from best quality of high school to worst local individualchar="Male Han birthorder urban" local natalityBasic="parent_educ_M parent_educ_F ageM_atbirth" local natalityUnrestricted="ageF_atbirth neverS_F elemS_F middS_F seconS_F uni_F neverS_M elemS_M middS_M seconS_M uni_M" local weather="PRCP PRCP2 PRCP3 maxtemp3339 maxtemp4049 maxtemp5059 maxtemp6069 maxtemp7079 maxtemp8089 maxtemp90" local provinceXyearFE="i.provinceXyear" Policy: a dummy variable that=1 if a public policy is applied in that county in 1998 i.coun: for county fixed effects
ologit HS_quality c.Policy##ib1997.year_birth `individualchar' `natalityBasic' `weather' `natalityUnrestricted' i.coun `provinceXyearFE' , cluster(coun)
note: uni_F omitted because of collinearity
note: uni_M omitted because of collinearity
note: 430602.coun omitted because of collinearity
note: 371999.provinceXyear omitted because of collinearity
note: 411999.provinceXyear omitted because of collinearity
note: 431999.provinceXyear omitted because of collinearity
note: 441999.provinceXyear omitted because of collinearity
note: 621992.provinceXyear omitted because of collinearity
note: 621993.provinceXyear omitted because of collinearity
note: 621994.provinceXyear omitted because of collinearity
note: 621995.provinceXyear omitted because of collinearity
note: 621996.provinceXyear omitted because of collinearity
note: 621997.provinceXyear omitted because of collinearity
note: 621998.provinceXyear omitted because of collinearity
note: 621999.provinceXyear omitted because of collinearity
Iteration 0: log pseudolikelihood = -343.06255
Iteration 1: log pseudolikelihood = -276.04731
Iteration 2: log pseudolikelihood = -270.44204
Iteration 3: log pseudolikelihood = -266.30987
Iteration 4: log pseudolikelihood = -266.23125
Iteration 5: log pseudolikelihood = -266.23116
Iteration 6: log pseudolikelihood = -266.23116
Ordered logistic regression Number of obs = 240
Wald chi2(7) = .
Prob > chi2 = .
Log pseudolikelihood = -266.23116 Pseudo R2 = 0.2240
(Std. Err. adjusted for 10 clusters in coun)
----------------------------------------------------------------------------------
| Robust
HS_quality | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-----------------+----------------------------------------------------------------
Policy | 52.48485 164.7722 0.32 0.750 -270.4628 375.4325
|
year_birth |
1992 | 3.543709 3.625405 0.98 0.328 -3.561953 10.64937
1993 | 1.821638 2.160974 0.84 0.399 -2.413794 6.057069
1994 | .9074739 2.628122 0.35 0.730 -4.243551 6.058499
1995 | 1.278579 1.977988 0.65 0.518 -2.598206 5.155364
1996 | -1.760121 1.748809 -1.01 0.314 -5.187723 1.667481
1998 | -1.638686 2.479953 -0.66 0.509 -6.499304 3.221932
1999 | 1.214632 4.755089 0.26 0.798 -8.10517 10.53443
|
year_birth#c.Policy|
1992 | .9987586 4.050904 0.25 0.805 -6.940868 8.938385
1993 | 1.44782 2.89902 0.50 0.617 -4.234155 7.129796
1994 | .9700499 2.170729 0.45 0.655 -3.284502 5.224601
1995 | .0578328 1.762561 0.03 0.974 -3.396723 3.512388
1996 | -.6788812 4.642087 -0.15 0.884 -9.777204 8.419442
1998 | 5.829671 6.609967 0.88 0.378 -7.125626 18.78497
1999 | -1.845757 6.243948 -0.30 0.768 -14.08367 10.39216
|
Malem | .2914989 .5702782 0.51 0.609 -.8262258 1.409224
Han | .7020968 1.334465 0.53 0.599 -1.913407 3.317601
birthorder | .4668223 .402836 1.16 0.247 -.3227218 1.256366
urban | -.1860817 .5850726 -0.32 0.750 -1.332803 .9606395
parent_educ_M | .2432578 .2758895 0.88 0.378 -.2974756 .7839912
parent_educ_F | -.0291394 .338625 -0.09 0.931 -.6928323 .6345534
ageM_atbirth | -.0875154 .0690289 -1.27 0.205 -.2228097 .0477788
PRCP | -.0785405 .1764216 -0.45 0.656 -.4243205 .2672395
PRCP2 | .0001179 .0003002 0.39 0.695 -.0004704 .0007062
PRCP3 | -5.58e-08 1.58e-07 -0.35 0.724 -3.66e-07 2.54e-07
maxtemp3339 | .2145753 .2504104 0.86 0.392 -.2762202 .7053707
maxtemp4049 | .1020753 .1748543 0.58 0.559 -.2406328 .4447835
maxtemp5059 | -.0529533 .2612522 -0.20 0.839 -.5649981 .4590916
maxtemp6069 | -.2306455 .2838317 -0.81 0.416 -.7869453 .3256544
maxtemp7079 | .070843 .1938286 0.37 0.715 -.3090541 .4507401
maxtemp8089 | .3152509 .3126828 1.01 0.313 -.2975961 .9280979
maxtemp90 | .0246777 .0427276 0.58 0.564 -.0590668 .1084222
ageF_atbirth | .1046381 .0699428 1.50 0.135 -.0324472 .2417235
neverS_F | .2455865 4.423103 0.06 0.956 -8.423537 8.91471
elemS_F | .0754691 2.711112 0.03 0.978 -5.238213 5.389151
middS_F | .1825994 1.473938 0.12 0.901 -2.706265 3.071464
seconS_F | -.4423052 .7581791 -0.58 0.560 -1.928309 1.043698
uni_F | 0 (omitted)
neverS_M | 4.222651 2.540211 1.66 0.096 -.7560721 9.201373
elemS_M | 3.727541 2.274819 1.64 0.101 -.7310221 8.186104
middS_M | 3.428071 1.469168 2.33 0.020 .5485542 6.307588
seconS_M | 2.081799 1.097176 1.90 0.058 -.0686269 4.232226
uni_M | 0 (omitted)
|
coun |
370285 | -49.08833 164.6321 -0.30 0.766 -371.7613 273.5846
370522 | 2.287403 7.714629 0.30 0.767 -12.83299 17.4078
371521 | 1.423363 7.484052 0.19 0.849 -13.24511 16.09183
419001 | -53.408 166.4635 -0.32 0.748 -379.6705 272.8545
430602 | 0 (omitted)
440903 | 13.19228 67.13979 0.20 0.844 -118.3993 144.7839
620502 | -.6549835 3.207595 -0.20 0.838 -6.941755 5.631787
620522 | 1.443846 3.408562 0.42 0.672 -5.236812 8.124504
621022 | -.0399038 2.816934 -0.01 0.989 -5.560993 5.481185
|
provinceXyear |
111993 | -.2139994 1.714582 -0.12 0.901 -3.574519 3.14652
111994 | 1.632921 2.92698 0.56 0.577 -4.103855 7.369697
111995 | 3.79042 1.997047 1.90 0.058 -.1237204 7.704561
111996 | 2.735254 3.159176 0.87 0.387 -3.456617 8.927125
111997 | 5.323311 2.690759 1.98 0.048 .0495206 10.5971
111998 | 4.324856 2.377266 1.82 0.069 -.3344989 8.984211
111999 | -3.764474 6.661268 -0.57 0.572 -16.82032 9.291371
371992 | -3.921838 7.14803 -0.55 0.583 -17.93172 10.08804
371993 | -6.260062 8.984909 -0.70 0.486 -23.87016 11.35004
371994 | -2.989583 6.179958 -0.48 0.629 -15.10208 9.122913
371995 | -3.052529 8.14935 -0.37 0.708 -19.02496 12.9199
371996 | .1620652 8.032402 0.02 0.984 -15.58115 15.90528
371997 | -3.3196 6.663181 -0.50 0.618 -16.37919 9.739994
371998 | -1.993721 6.526919 -0.31 0.760 -14.78625 10.79881
371999 | 0 (omitted)
411992 | -1.488893 6.597484 -0.23 0.821 -14.41972 11.44194
411993 | 1.881748 7.023569 0.27 0.789 -11.88419 15.64769
411994 | 3.143834 6.551835 0.48 0.631 -9.697526 15.98519
411995 | .7399968 6.378721 0.12 0.908 -11.76207 13.24206
411996 | 6.820483 9.477719 0.72 0.472 -11.7555 25.39647
411997 | 3.634315 6.803934 0.53 0.593 -9.701151 16.96978
411998 | -34.45104 7.868837 -4.38 0.000 -49.87368 -19.0284
411999 | 0 (omitted)
431992 | -40.97416 105.0452 -0.39 0.696 -246.859 164.9107
431993 | -8.756741 7.458386 -1.17 0.240 -23.37491 5.861427
431994 | -7.218318 9.316863 -0.77 0.438 -25.47903 11.0424
431995 | -29.59436 71.34127 -0.41 0.678 -169.4207 110.232
431996 | -67.00535 108.4198 -0.62 0.537 -279.5042 145.4935
431997 | 21.91589 86.89899 0.25 0.801 -148.403 192.2348
431998 | 22.29626 79.99357 0.28 0.780 -134.4883 179.0808
431999 | 0 (omitted)
441992 | 20.40724 51.21338 0.40 0.690 -79.96915 120.7836
441993 | -.6846402 23.77471 -0.03 0.977 -47.28222 45.91294
441994 | 77.38496 222.3357 0.35 0.728 -358.385 513.1549
441995 | 13.05128 28.30204 0.46 0.645 -42.4197 68.52227
441996 | -8.789285 55.6824 -0.16 0.875 -117.9248 100.3462
441997 | 65.6199 209.916 0.31 0.755 -345.8078 477.0476
441998 | 2.518779 4.121442 0.61 0.541 -5.559098 10.59666
441999 | 0 (omitted)
621992 | 0 (omitted)
621993 | 0 (omitted)
621994 | 0 (omitted)
621995 | 0 (omitted)
621996 | 0 (omitted)
621997 | 0 (omitted)
621998 | 0 (omitted)
621999 | 0 (omitted)
-----------------+----------------------------------------------------------------
/cut1 | -3.15688 45.60928 -92.54943 86.23567
/cut2 | -1.045141 45.31735 -89.86552 87.77524
/cut3 | 1.856915 45.27024 -86.87113 90.58496
/cut4 | 4.367487 45.5195 -84.84909 93.58407
/cut5 | 6.749063 45.79089 -82.99944 96.49756
----------------------------------------------------------------------------------
Note: 3 observations completely determined. Standard errors questionable.
.
post_Policy: a dummy variable that =1 if year of birth>=1998
ologit HS_quality i.Policy##i.post_Policy `individualchar' `natalityBasic' `weather' `natalityUnrestricted' i.coun `provinceXyearFE' , cluster(coun)
note: uni_F omitted because of collinearity
note: uni_M omitted because of collinearity
note: 430602.coun omitted because of collinearity
note: 371999.provinceXyear omitted because of collinearity
note: 411999.provinceXyear omitted because of collinearity
note: 431999.provinceXyear omitted because of collinearity
note: 441999.provinceXyear omitted because of collinearity
note: 621997.provinceXyear omitted because of collinearity
note: 621999.provinceXyear omitted because of collinearity
Iteration 0: log pseudolikelihood = -343.06255
Iteration 1: log pseudolikelihood = -277.85543
Iteration 2: log pseudolikelihood = -272.63457
Iteration 3: log pseudolikelihood = -268.4858
Iteration 4: log pseudolikelihood = -268.40876
Iteration 5: log pseudolikelihood = -268.40868
Iteration 6: log pseudolikelihood = -268.40868
Ordered logistic regression Number of obs = 240
Wald chi2(8) = .
Prob > chi2 = .
Log pseudolikelihood = -268.40868 Pseudo R2 = 0.2176
(Std. Err. adjusted for 10 clusters in coun)
------------------------------------------------------------------------------------
| Robust
HS_quality | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------------+----------------------------------------------------------------
1.Policy| -3.325627 213.5136 -0.02 0.988 -421.8046 415.1533
1.post_Policy | 1.114469 4.863336 0.23 0.819 -8.417494 10.64643
|
TCZ#post_Policy |
1 1 | .9683091 5.224791 0.19 0.853 -9.272093 11.20871
|
Malem | .2987034 .5276351 0.57 0.571 -.7354425 1.332849
Han | .8139503 1.278432 0.64 0.524 -1.691731 3.319631
birthorder | .5031019 .3951382 1.27 0.203 -.2713547 1.277558
urban | -.2367969 .5584532 -0.42 0.672 -1.331345 .8577513
parent_educ_M | .2061715 .2551651 0.81 0.419 -.2939429 .7062859
parent_educ_F | .0011697 .3376632 0.00 0.997 -.6606379 .6629774
ageM_atbirth | -.084713 .0703375 -1.20 0.228 -.222572 .0531461
PRCP | .0065246 .2130412 0.03 0.976 -.4110285 .4240778
PRCP2 | -.0000166 .0003626 -0.05 0.964 -.0007272 .0006941
PRCP3 | 8.06e-09 1.95e-07 0.04 0.967 -3.74e-07 3.90e-07
maxtemp3339 | .1870965 .1048865 1.78 0.074 -.0184772 .3926703
maxtemp4049 | .0479297 .0685725 0.70 0.485 -.0864699 .1823294
maxtemp5059 | -.0375316 .2075456 -0.18 0.856 -.4443135 .3692504
maxtemp6069 | -.1349889 .3905689 -0.35 0.730 -.9004898 .630512
maxtemp7079 | .0783595 .1905878 0.41 0.681 -.2951857 .4519047
maxtemp8089 | .2569244 .15709 1.64 0.102 -.0509663 .5648152
maxtemp90 | .0271747 .048479 0.56 0.575 -.0678424 .1221919
ageF_atbirth | .104015 .0660542 1.57 0.115 -.0254488 .2334788
neverS_F | .7239396 4.417896 0.16 0.870 -7.934977 9.382857
elemS_F | .3855843 2.801629 0.14 0.891 -5.105507 5.876676
middS_F | .4455614 1.576606 0.28 0.777 -2.644529 3.535652
seconS_F | -.3011863 .9002103 -0.33 0.738 -2.065566 1.463193
uni_F | 0 (omitted)
neverS_M | 3.544326 2.300968 1.54 0.123 -.9654893 8.054141
elemS_M | 3.307752 2.138379 1.55 0.122 -.8833932 7.498897
middS_M | 3.131184 1.42029 2.20 0.027 .3474666 5.914901
seconS_M | 1.84237 1.091482 1.69 0.091 -.2968961 3.981636
uni_M | 0 (omitted)
|
coun |
370285 | 2.002268 218.5641 0.01 0.993 -426.3755 430.38
370522 | -3.063214 6.163929 -0.50 0.619 -15.14429 9.017865
371521 | -3.453954 5.75794 -0.60 0.549 -14.73931 7.8314
419001 | -2.966447 220.9121 -0.01 0.989 -435.9462 430.0133
430602 | 0 (omitted)
440903 | -6.855274 89.79573 -0.08 0.939 -182.8517 169.1411
620502 | -3.197909 3.474462 -0.92 0.357 -10.00773 3.611912
620522 | -1.118763 3.403608 -0.33 0.742 -7.789712 5.552186
621022 | -2.526687 4.027321 -0.63 0.530 -10.42009 5.366717
|
provinceXyear |
111993 | -1.618043 2.717033 -0.60 0.551 -6.94333 3.707244
111994 | 1.217135 1.957192 0.62 0.534 -2.61889 5.053161
111995 | 1.736707 2.874914 0.60 0.546 -3.898022 7.371436
111996 | -.2979835 6.046278 -0.05 0.961 -12.14847 11.5525
111997 | 1.972686 4.972875 0.40 0.692 -7.773969 11.71934
111998 | .099168 5.278918 0.02 0.985 -10.24732 10.44566
111999 | -4.523318 7.411652 -0.61 0.542 -19.04989 10.00325
371992 | 1.407122 5.166483 0.27 0.785 -8.718999 11.53324
371993 | .2406475 5.992786 0.04 0.968 -11.505 11.98629
371994 | .9302862 5.015421 0.19 0.853 -8.899758 10.76033
371995 | .9361114 5.579907 0.17 0.867 -10.00031 11.87253
371996 | .4190308 5.043476 0.08 0.934 -9.466001 10.30406
371997 | -1.364449 4.912515 -0.28 0.781 -10.9928 8.263904
371998 | .125294 3.02427 0.04 0.967 -5.802167 6.052755
371999 | 0 (omitted)
411992 | 6.198911 6.447591 0.96 0.336 -6.438136 18.83596
411993 | 6.908347 7.39861 0.93 0.350 -7.592662 21.40936
411994 | 8.256418 5.743579 1.44 0.151 -3.00079 19.51363
411995 | 4.170102 6.601126 0.63 0.528 -8.767867 17.10807
411996 | 6.421657 7.555759 0.85 0.395 -8.387359 21.23067
411997 | 5.530455 7.16519 0.77 0.440 -8.51306 19.57397
411998 | -27.72484 2.06775 -13.41 0.000 -31.77756 -23.67213
411999 | 0 (omitted)
431992 | 1.416075 129.2093 0.01 0.991 -251.8296 254.6617
431993 | -3.883329 9.607206 -0.40 0.686 -22.71311 14.94645
431994 | 1.408788 10.19479 0.14 0.890 -18.57263 21.39021
431995 | -.4800286 89.18355 -0.01 0.996 -175.2766 174.3165
431996 | -30.62023 135.1576 -0.23 0.821 -295.5243 234.2838
431997 | -4.101913 108.901 -0.04 0.970 -217.5439 209.3401
431998 | -2.139216 106.7631 -0.02 0.984 -211.391 207.1126
431999 | 0 (omitted)
441992 | 5.710464 69.59835 0.08 0.935 -130.6998 142.1207
441993 | 7.967308 29.37319 0.27 0.786 -49.60308 65.5377
441994 | 1.114347 284.6416 0.00 0.997 -556.7729 559.0016
441995 | 4.217804 38.50055 0.11 0.913 -71.2419 79.6775
441996 | -29.19495 72.15402 -0.40 0.686 -170.6142 112.2243
441997 | -6.545837 267.5452 -0.02 0.980 -530.9248 517.8331
441998 | .6049397 3.137401 0.19 0.847 -5.544253 6.754132
441999 | 0 (omitted)
621992 | 2.095409 4.707817 0.45 0.656 -7.131743 11.32256
621993 | 1.030783 2.395518 0.43 0.667 -3.664346 5.725913
621994 | .4504494 2.574795 0.17 0.861 -4.596056 5.496955
621995 | .4973247 2.218462 0.22 0.823 -3.850781 4.84543
621996 | -.9591419 .9569497 -1.00 0.316 -2.834729 .9164451
621997 | 0 (omitted)
621998 | -2.783219 3.355281 -0.83 0.407 -9.359448 3.79301
621999 | 0 (omitted)
-------------------+----------------------------------------------------------------
/cut1 | 11.23003 60.34749 -107.0489 129.5089
/cut2 | 13.33331 60.04551 -104.3537 131.0203
/cut3 | 16.18786 60.12679 -101.6585 134.0342
/cut4 | 18.67733 60.27278 -99.45515 136.8098
/cut5 | 21.05752 60.52264 -97.56468 139.6797
------------------------------------------------------------------------------------
Note: 3 observations completely determined. Standard errors questionable.
. probit govt logtuiexp male rural logfeediff mpce i.statecode [pweight=Multiplier_combined], vce(cluster statedist)
Iteration 0: log pseudolikelihood = -25360737
Iteration 1: log pseudolikelihood = -21077326
Iteration 2: log pseudolikelihood = -20998523
Iteration 3: log pseudolikelihood = -20998111
Iteration 4: log pseudolikelihood = -20998111
Probit regression Number of obs = 19824
Wald chi2(26) = .
Prob > chi2 = .
Log pseudolikelihood = -20998111 Pseudo R2 = 0.1720
(Std. Err. adjusted for 459 clusters in statedist)
------------------------------------------------------------------------------
| Robust
govt | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+----------------------------------------------------------------
logtuiexp | -.087014 .0512987 -1.70 0.090 -.1875576 .0135296
male | -.0575367 .0348852 -1.65 0.099 -.1259104 .010837
rural | .4264109 .052248 8.16 0.000 .3240066 .5288151
logfeediff | .260134 .1616949 1.61 0.108 -.056782 .5770501
mpce | -.0001794 .0000195 -9.19 0.000 -.0002177 -.0001411
|
statecode |
PB | .0842535 .1245063 0.68 0.499 -.1597744 .3282813
UK | .4422519 .1691147 2.62 0.009 .1107932 .7737105
HR | -.3501435 .1540731 -2.27 0.023 -.6521212 -.0481657
DL | .6645826 .1317916 5.04 0.000 .4062758 .9228893
RJ | -.3057149 .1402579 -2.18 0.029 -.5806154 -.0308145
UP | -.3644674 .137062 -2.66 0.008 -.6331041 -.0958307
BH | .7646985 .1461733 5.23 0.000 .4782041 1.051193
AR | 1.31337 .2251185 5.83 0.000 .8721463 1.754595
TR | 1.38797 .0994427 13.96 0.000 1.193066 1.582875
AS | .7507328 .1449467 5.18 0.000 .4666426 1.034823
WB | 1.214339 .1736075 6.99 0.000 .8740743 1.554603
JH | .5650113 .1830502 3.09 0.002 .2062394 .9237832
OR | .629077 .1487104 4.23 0.000 .33761 .920544
CH | .5204726 .1705492 3.05 0.002 .1862023 .8547428
MP | .0842684 .1506843 0.56 0.576 -.2110675 .3796042
GJ | .548019 .1866157 2.94 0.003 .182259 .913779
MH | .7811124 .1325667 5.89 0.000 .5212863 1.040938
AP | -.9018068 .1606481 -5.61 0.000 -1.216671 -.5869424
KA | .3190452 .1417833 2.25 0.024 .0411551 .5969354
KR | .5511887 .1320787 4.17 0.000 .2923192 .8100582
TN | .1013269 .1744149 0.58 0.561 -.24052 .4431739
TG | -.8316177 .3244032 -2.56 0.010 -1.467436 -.1957991
|
_cons | -.9193107 1.355321 -0.68 0.498 -3.575691 1.73707
------------------------------------------------------------------------------
Note: 2 failures and 0 successes completely determined.
Comment