------------------------------------------------------------------------------- log: C:\~SLJF\makeverifyfiles\spostverify\done\listcoefverify.log log type: text opened on: 25 Mar 2001, 14:17:55 . * listcoef: version 1.6.6 2/6/01 . * verified: 2/22/01 . which listcoef c:\stata\ado\stbplus\l\listcoef.ado *! version 1.6.6 2/6/01 . ** unweighted data . ** try out most valid combinations of options . use listcoeftest, clear . gen mchilds = childs (7 missing values generated) . recode mchilds 4=3 5=3 6=3 7=3 8=3 (248 changes made) . label define mchilds 0 "no children" 1 "one child" 2 "two children" 3 "three > children" . label values mchilds mchilds . gen zchilds = childs (7 missing values generated) . recode zchilds 0=0 1=0 2=0 3=1 4=2 5=3 6=4 7=5 8=6 (1237 changes made) . gen ctchilds = childs (7 missing values generated) . recode ctchilds 6=5 7=6 8=6 (64 changes made) . * regress . regress feminist faminc educ liberal childs lesbian Source | SS df MS Number of obs = 701 -------------+------------------------------ F( 5, 695) = 6.05 Model | 6.08700468 5 1.21740094 Prob > F = 0.0000 Residual | 139.78746 695 .201133037 R-squared = 0.0417 -------------+------------------------------ Adj R-squared = 0.0348 Total | 145.874465 700 .208392093 Root MSE = .44848 ------------------------------------------------------------------------------ feminist | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- faminc | -.0011164 .0007169 -1.56 0.120 -.002524 .0002911 educ | .0128776 .00696 1.85 0.065 -.0007875 .0265427 liberal | .0566982 .0127806 4.44 0.000 .031605 .0817913 childs | -.0118599 .0113449 -1.05 0.296 -.0341343 .0104144 lesbian | -.0073358 .1074511 -0.07 0.946 -.2183035 .203632 _cons | .0162655 .1025313 0.16 0.874 -.1850427 .2175738 ------------------------------------------------------------------------------ . listcoef, help regress (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 SD of Error: .44847858 ------------------------------------------------------------------------------- feminist | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- faminc | -0.00112 -1.557 0.120 -0.0285 -0.0024 -0.0624 25.5351 educ | 0.01288 1.850 0.065 0.0351 0.0282 0.0770 2.7293 liberal | 0.05670 4.436 0.000 0.0762 0.1242 0.1669 1.3441 childs | -0.01186 -1.045 0.296 -0.0185 -0.0260 -0.0406 1.5627 lesbian | -0.00734 -0.068 0.946 -0.0012 -0.0161 -0.0025 0.1583 ------------------------------------------------------------------------------- b = raw coefficient t = t-score for test of b=0 P>|t| = p-value for t-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . listcoef faminc regress (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 SD of Error: .44847858 ------------------------------------------------------------------------------- feminist | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- faminc | -0.00112 -1.557 0.120 -0.0285 -0.0024 -0.0624 25.5351 ------------------------------------------------------------------------------- . listcoef, pvalue(.01) regress (N=701): Unstandardized and Standardized Estimates when P>|t| < 0.01 Observed SD: .45649983 SD of Error: .44847858 ------------------------------------------------------------------------------- feminist | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- liberal | 0.05670 4.436 0.000 0.0762 0.1242 0.1669 1.3441 ------------------------------------------------------------------------------- . listcoef, con regress (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 SD of Error: .44847858 ------------------------------------------------------------------------------- feminist | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- faminc | -0.00112 -1.557 0.120 -0.0285 -0.0024 -0.0624 25.5351 educ | 0.01288 1.850 0.065 0.0351 0.0282 0.0770 2.7293 liberal | 0.05670 4.436 0.000 0.0762 0.1242 0.1669 1.3441 childs | -0.01186 -1.045 0.296 -0.0185 -0.0260 -0.0406 1.5627 lesbian | -0.00734 -0.068 0.946 -0.0012 -0.0161 -0.0025 0.1583 _cons | 0.01627 0.159 0.874 ------------------------------------------------------------------------------- . listcoef, std con regress (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 SD of Error: .44847858 ------------------------------------------------------------------------------- feminist | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- faminc | -0.00112 -1.557 0.120 -0.0285 -0.0024 -0.0624 25.5351 educ | 0.01288 1.850 0.065 0.0351 0.0282 0.0770 2.7293 liberal | 0.05670 4.436 0.000 0.0762 0.1242 0.1669 1.3441 childs | -0.01186 -1.045 0.296 -0.0185 -0.0260 -0.0406 1.5627 lesbian | -0.00734 -0.068 0.946 -0.0012 -0.0161 -0.0025 0.1583 _cons | 0.01627 0.159 0.874 ------------------------------------------------------------------------------- . * logit . logit feminist faminc educ liberal childs lesbian, nolog Logit estimates Number of obs = 701 LR chi2(5) = 29.61 Prob > chi2 = 0.0000 Log likelihood = -410.57868 Pseudo R2 = 0.0348 ------------------------------------------------------------------------------ feminist | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- faminc | -.0055289 .0036473 -1.52 0.130 -.0126774 .0016195 educ | .0613616 .0346246 1.77 0.076 -.0065014 .1292245 liberal | .2806492 .0650282 4.32 0.000 .1531962 .4081022 childs | -.0626749 .0587555 -1.07 0.286 -.1778335 .0524837 lesbian | -.0663084 .5249351 -0.13 0.899 -1.095162 .9625454 _cons | -2.251878 .5193308 -4.34 0.000 -3.269748 -1.234008 ------------------------------------------------------------------------------ . listcoef, help logit (N=701): Factor Change in Odds Odds of: Yes vs No ---------------------------------------------------------------------- feminist | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- faminc | -0.00553 -1.516 0.130 0.9945 0.8683 25.5351 educ | 0.06136 1.772 0.076 1.0633 1.1823 2.7293 liberal | 0.28065 4.316 0.000 1.3240 1.4582 1.3441 childs | -0.06267 -1.067 0.286 0.9392 0.9067 1.5627 lesbian | -0.06631 -0.126 0.899 0.9358 0.9896 0.1583 ---------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in odds for unit increase in X e^bStdX = exp(b*SD of X) = change in odds for SD increase in X SDofX = standard deviation of X . listcoef educ logit (N=701): Factor Change in Odds Odds of: Yes vs No ---------------------------------------------------------------------- feminist | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | 0.06136 1.772 0.076 1.0633 1.1823 2.7293 ---------------------------------------------------------------------- . listcoef, pvalue(.01) logit (N=701): Factor Change in Odds when P>|z| < 0.01 Odds of: Yes vs No ---------------------------------------------------------------------- feminist | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- liberal | 0.28065 4.316 0.000 1.3240 1.4582 1.3441 ---------------------------------------------------------------------- . listcoef, con logit (N=701): Factor Change in Odds Odds of: Yes vs No ---------------------------------------------------------------------- feminist | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- faminc | -0.00553 -1.516 0.130 0.9945 0.8683 25.5351 educ | 0.06136 1.772 0.076 1.0633 1.1823 2.7293 liberal | 0.28065 4.316 0.000 1.3240 1.4582 1.3441 childs | -0.06267 -1.067 0.286 0.9392 0.9067 1.5627 lesbian | -0.06631 -0.126 0.899 0.9358 0.9896 0.1583 _cons | -2.25188 -4.336 0.000 ---------------------------------------------------------------------- . listcoef, con rev logit (N=701): Factor Change in Odds Odds of: No vs Yes ---------------------------------------------------------------------- feminist | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- faminc | -0.00553 -1.516 0.130 1.0055 1.1516 25.5351 educ | 0.06136 1.772 0.076 0.9405 0.8458 2.7293 liberal | 0.28065 4.316 0.000 0.7553 0.6858 1.3441 childs | -0.06267 -1.067 0.286 1.0647 1.1029 1.5627 lesbian | -0.06631 -0.126 0.899 1.0686 1.0106 0.1583 _cons | -2.25188 -4.336 0.000 ---------------------------------------------------------------------- . listcoef, std con logit (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 Latent SD: 1.871528 Odds of: Yes vs No ------------------------------------------------------------------------------- feminist | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- faminc | -0.00553 -1.516 0.130 -0.1412 -0.0030 -0.0754 25.5351 educ | 0.06136 1.772 0.076 0.1675 0.0328 0.0895 2.7293 liberal | 0.28065 4.316 0.000 0.3772 0.1500 0.2016 1.3441 childs | -0.06267 -1.067 0.286 -0.0979 -0.0335 -0.0523 1.5627 lesbian | -0.06631 -0.126 0.899 -0.0105 -0.0354 -0.0056 0.1583 _cons | -2.25188 -4.336 0.000 ------------------------------------------------------------------------------- . listcoef, std con rev logit (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 Latent SD: 1.871528 Odds of: No vs Yes ------------------------------------------------------------------------------- feminist | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- faminc | -0.00553 -1.516 0.130 -0.1412 -0.0030 -0.0754 25.5351 educ | 0.06136 1.772 0.076 0.1675 0.0328 0.0895 2.7293 liberal | 0.28065 4.316 0.000 0.3772 0.1500 0.2016 1.3441 childs | -0.06267 -1.067 0.286 -0.0979 -0.0335 -0.0523 1.5627 lesbian | -0.06631 -0.126 0.899 -0.0105 -0.0354 -0.0056 0.1583 _cons | -2.25188 -4.336 0.000 ------------------------------------------------------------------------------- . listcoef, percent logit (N=701): Percentage Change in Odds Odds of: Yes vs No ---------------------------------------------------------------------- feminist | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- faminc | -0.00553 -1.516 0.130 -0.6 -13.2 25.5351 educ | 0.06136 1.772 0.076 6.3 18.2 2.7293 liberal | 0.28065 4.316 0.000 32.4 45.8 1.3441 childs | -0.06267 -1.067 0.286 -6.1 -9.3 1.5627 lesbian | -0.06631 -0.126 0.899 -6.4 -1.0 0.1583 ---------------------------------------------------------------------- . listcoef, percent rev logit (N=701): Percentage Change in Odds Odds of: No vs Yes ---------------------------------------------------------------------- feminist | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- faminc | -0.00553 -1.516 0.130 0.6 15.2 25.5351 educ | 0.06136 1.772 0.076 -6.0 -15.4 2.7293 liberal | 0.28065 4.316 0.000 -24.5 -31.4 1.3441 childs | -0.06267 -1.067 0.286 6.5 10.3 1.5627 lesbian | -0.06631 -0.126 0.899 6.9 1.1 0.1583 ---------------------------------------------------------------------- . * probit . probit feminist faminc educ liberal childs lesbian, nolog Probit estimates Number of obs = 701 LR chi2(5) = 28.78 Prob > chi2 = 0.0000 Log likelihood = -410.99194 Pseudo R2 = 0.0338 ------------------------------------------------------------------------------ feminist | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- faminc | -.0033312 .0021594 -1.54 0.123 -.0075636 .0009011 educ | .0346072 .0206153 1.68 0.093 -.0057981 .0750125 liberal | .1640168 .0383722 4.27 0.000 .0888086 .2392249 childs | -.0371635 .0345894 -1.07 0.283 -.1049574 .0306304 lesbian | -.0358684 .318775 -0.11 0.910 -.6606559 .5889191 _cons | -1.317307 .3031989 -4.34 0.000 -1.911566 -.7230485 ------------------------------------------------------------------------------ . listcoef, help probit (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 Latent SD: 1.0355779 ------------------------------------------------------------------------------- feminist | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- faminc | -0.00333 -1.543 0.123 -0.0851 -0.0032 -0.0821 25.5351 educ | 0.03461 1.679 0.093 0.0945 0.0334 0.0912 2.7293 liberal | 0.16402 4.274 0.000 0.2205 0.1584 0.2129 1.3441 childs | -0.03716 -1.074 0.283 -0.0581 -0.0359 -0.0561 1.5627 lesbian | -0.03587 -0.113 0.910 -0.0057 -0.0346 -0.0055 0.1583 ------------------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . listcoef educ liberal probit (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 Latent SD: 1.0355779 ------------------------------------------------------------------------------- feminist | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- educ | 0.03461 1.679 0.093 0.0945 0.0334 0.0912 2.7293 liberal | 0.16402 4.274 0.000 0.2205 0.1584 0.2129 1.3441 ------------------------------------------------------------------------------- . listcoef, pvalue(.01) probit (N=701): Unstandardized and Standardized Estimates when P>|z| < 0.01 Observed SD: .45649983 Latent SD: 1.0355779 ------------------------------------------------------------------------------- feminist | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- liberal | 0.16402 4.274 0.000 0.2205 0.1584 0.2129 1.3441 ------------------------------------------------------------------------------- . listcoef, con probit (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 Latent SD: 1.0355779 ------------------------------------------------------------------------------- feminist | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- faminc | -0.00333 -1.543 0.123 -0.0851 -0.0032 -0.0821 25.5351 educ | 0.03461 1.679 0.093 0.0945 0.0334 0.0912 2.7293 liberal | 0.16402 4.274 0.000 0.2205 0.1584 0.2129 1.3441 childs | -0.03716 -1.074 0.283 -0.0581 -0.0359 -0.0561 1.5627 lesbian | -0.03587 -0.113 0.910 -0.0057 -0.0346 -0.0055 0.1583 _cons | -1.31731 -4.345 0.000 ------------------------------------------------------------------------------- . listcoef, std con probit (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 Latent SD: 1.0355779 ------------------------------------------------------------------------------- feminist | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- faminc | -0.00333 -1.543 0.123 -0.0851 -0.0032 -0.0821 25.5351 educ | 0.03461 1.679 0.093 0.0945 0.0334 0.0912 2.7293 liberal | 0.16402 4.274 0.000 0.2205 0.1584 0.2129 1.3441 childs | -0.03716 -1.074 0.283 -0.0581 -0.0359 -0.0561 1.5627 lesbian | -0.03587 -0.113 0.910 -0.0057 -0.0346 -0.0055 0.1583 _cons | -1.31731 -4.345 0.000 ------------------------------------------------------------------------------- . * cloglog . cloglog feminist faminc educ liberal childs lesbian, nolog Complementary log-log regression Number of obs = 701 Zero outcomes = 494 Nonzero outcomes = 207 LR chi2(5) = 31.00 Log likelihood = -409.8827 Prob > chi2 = 0.0000 ------------------------------------------------------------------------------ feminist | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- faminc | -.0046523 .003062 -1.52 0.129 -.0106537 .0013491 educ | .0557068 .0286059 1.95 0.051 -.0003597 .1117733 liberal | .243072 .0539479 4.51 0.000 .137336 .348808 childs | -.0507592 .0497993 -1.02 0.308 -.148364 .0468456 lesbian | -.0561628 .4216218 -0.13 0.894 -.8825264 .7702008 _cons | -2.304795 .4420351 -5.21 0.000 -3.171168 -1.438422 ------------------------------------------------------------------------------ . listcoef, help cloglog (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 ------------------------------------------------------------- feminist | b z P>|z| bStdX SDofX -------------+----------------------------------------------- faminc | -0.00465 -1.519 0.129 -0.1188 25.5351 educ | 0.05571 1.947 0.051 0.1520 2.7293 liberal | 0.24307 4.506 0.000 0.3267 1.3441 childs | -0.05076 -1.019 0.308 -0.0793 1.5627 lesbian | -0.05616 -0.133 0.894 -0.0089 0.1583 ------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test bStdX = x-standardized coefficient SDofX = standard deviation of X . listcoef educ childs cloglog (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 ------------------------------------------------------------- feminist | b z P>|z| bStdX SDofX -------------+----------------------------------------------- educ | 0.05571 1.947 0.051 0.1520 2.7293 childs | -0.05076 -1.019 0.308 -0.0793 1.5627 ------------------------------------------------------------- . listcoef, pvalue(.01) cloglog (N=701): Unstandardized and Standardized Estimates when P>|z| < 0.01 Observed SD: .45649983 ------------------------------------------------------------- feminist | b z P>|z| bStdX SDofX -------------+----------------------------------------------- liberal | 0.24307 4.506 0.000 0.3267 1.3441 ------------------------------------------------------------- . listcoef, con cloglog (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 ------------------------------------------------------------- feminist | b z P>|z| bStdX SDofX -------------+----------------------------------------------- faminc | -0.00465 -1.519 0.129 -0.1188 25.5351 educ | 0.05571 1.947 0.051 0.1520 2.7293 liberal | 0.24307 4.506 0.000 0.3267 1.3441 childs | -0.05076 -1.019 0.308 -0.0793 1.5627 lesbian | -0.05616 -0.133 0.894 -0.0089 0.1583 _cons | -2.30480 -5.214 0.000 ------------------------------------------------------------- . listcoef, std con cloglog (N=701): Unstandardized and Standardized Estimates Observed SD: .45649983 ------------------------------------------------------------- feminist | b z P>|z| bStdX SDofX -------------+----------------------------------------------- faminc | -0.00465 -1.519 0.129 -0.1188 25.5351 educ | 0.05571 1.947 0.051 0.1520 2.7293 liberal | 0.24307 4.506 0.000 0.3267 1.3441 childs | -0.05076 -1.019 0.308 -0.0793 1.5627 lesbian | -0.05616 -0.133 0.894 -0.0089 0.1583 _cons | -2.30480 -5.214 0.000 ------------------------------------------------------------- . * ologit . ologit liberal feminist faminc educ childs lesbian, nolog Ordered logit estimates Number of obs = 701 LR chi2(5) = 36.98 Prob > chi2 = 0.0000 Log likelihood = -1124.5146 Pseudo R2 = 0.0162 ------------------------------------------------------------------------------ liberal | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- feminist | .6512316 .1541379 4.22 0.000 .3491268 .9533364 faminc | -.0021947 .0028666 -0.77 0.444 -.0078132 .0034238 educ | .0463511 .0286051 1.62 0.105 -.0097138 .1024161 childs | -.1018387 .0461823 -2.21 0.027 -.1923545 -.011323 lesbian | .9651818 .4460051 2.16 0.030 .0910279 1.839336 -------------+---------------------------------------------------------------- _cut1 | -3.386712 .4746309 (Ancillary parameters) _cut2 | -.9819544 .4018329 _cut3 | -.1539549 .3957072 _cut4 | 1.519797 .3998955 _cut5 | 2.314525 .4096523 _cut6 | 4.818966 .503831 ------------------------------------------------------------------------------ . listcoef, help ologit (N=701): Factor Change in Odds Odds of: >m vs <=m ---------------------------------------------------------------------- liberal | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | 0.65123 4.225 0.000 1.9179 1.3462 0.4565 faminc | -0.00219 -0.766 0.444 0.9978 0.9455 25.5351 educ | 0.04635 1.620 0.105 1.0474 1.1349 2.7293 childs | -0.10184 -2.205 0.027 0.9032 0.8529 1.5627 lesbian | 0.96518 2.164 0.030 2.6253 1.1651 0.1583 ---------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in odds for unit increase in X e^bStdX = exp(b*SD of X) = change in odds for SD increase in X SDofX = standard deviation of X . listcoef educ lesbian ologit (N=701): Factor Change in Odds Odds of: >m vs <=m ---------------------------------------------------------------------- liberal | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | 0.04635 1.620 0.105 1.0474 1.1349 2.7293 lesbian | 0.96518 2.164 0.030 2.6253 1.1651 0.1583 ---------------------------------------------------------------------- . listcoef, pvalue(.01) ologit (N=701): Factor Change in Odds when P>|z| < 0.01 Odds of: >m vs <=m ---------------------------------------------------------------------- liberal | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | 0.65123 4.225 0.000 1.9179 1.3462 0.4565 ---------------------------------------------------------------------- . listcoef, con ologit (N=701): Factor Change in Odds Odds of: >m vs <=m ---------------------------------------------------------------------- liberal | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | 0.65123 4.225 0.000 1.9179 1.3462 0.4565 faminc | -0.00219 -0.766 0.444 0.9978 0.9455 25.5351 educ | 0.04635 1.620 0.105 1.0474 1.1349 2.7293 childs | -0.10184 -2.205 0.027 0.9032 0.8529 1.5627 lesbian | 0.96518 2.164 0.030 2.6253 1.1651 0.1583 -------------+-------------------------------------------------------- _cut1 | -3.38671 -7.135 0.000 _cut2 | -0.98195 -2.444 0.015 _cut3 | -0.15395 -0.389 0.697 _cut4 | 1.51980 3.800 0.000 _cut5 | 2.31452 5.650 0.000 _cut6 | 4.81897 9.565 0.000 ---------------------------------------------------------------------- . listcoef, con rev ologit (N=701): Factor Change in Odds Odds of: <=m vs >m ---------------------------------------------------------------------- liberal | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | 0.65123 4.225 0.000 0.5214 0.7428 0.4565 faminc | -0.00219 -0.766 0.444 1.0022 1.0576 25.5351 educ | 0.04635 1.620 0.105 0.9547 0.8812 2.7293 childs | -0.10184 -2.205 0.027 1.1072 1.1725 1.5627 lesbian | 0.96518 2.164 0.030 0.3809 0.8583 0.1583 -------------+-------------------------------------------------------- _cut1 | -3.38671 -7.135 0.000 _cut2 | -0.98195 -2.444 0.015 _cut3 | -0.15395 -0.389 0.697 _cut4 | 1.51980 3.800 0.000 _cut5 | 2.31452 5.650 0.000 _cut6 | 4.81897 9.565 0.000 ---------------------------------------------------------------------- . listcoef, std con ologit (N=701): Unstandardized and Standardized Estimates Observed SD: 1.3441326 Latent SD: 1.8627565 ------------------------------------------------------------------------------- liberal | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- feminist | 0.65123 4.225 0.000 0.2973 0.3496 0.1596 0.4565 faminc | -0.00219 -0.766 0.444 -0.0560 -0.0012 -0.0301 25.5351 educ | 0.04635 1.620 0.105 0.1265 0.0249 0.0679 2.7293 childs | -0.10184 -2.205 0.027 -0.1591 -0.0547 -0.0854 1.5627 lesbian | 0.96518 2.164 0.030 0.1528 0.5181 0.0820 0.1583 -------------+----------------------------------------------------------------- _cut1 | -3.38671 -7.135 0.000 _cut2 | -0.98195 -2.444 0.015 _cut3 | -0.15395 -0.389 0.697 _cut4 | 1.51980 3.800 0.000 _cut5 | 2.31452 5.650 0.000 _cut6 | 4.81897 9.565 0.000 ------------------------------------------------------------------------------- . listcoef, std con rev ologit (N=701): Unstandardized and Standardized Estimates Observed SD: 1.3441326 Latent SD: 1.8627565 ------------------------------------------------------------------------------- liberal | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- feminist | 0.65123 4.225 0.000 0.2973 0.3496 0.1596 0.4565 faminc | -0.00219 -0.766 0.444 -0.0560 -0.0012 -0.0301 25.5351 educ | 0.04635 1.620 0.105 0.1265 0.0249 0.0679 2.7293 childs | -0.10184 -2.205 0.027 -0.1591 -0.0547 -0.0854 1.5627 lesbian | 0.96518 2.164 0.030 0.1528 0.5181 0.0820 0.1583 -------------+----------------------------------------------------------------- _cut1 | -3.38671 -7.135 0.000 _cut2 | -0.98195 -2.444 0.015 _cut3 | -0.15395 -0.389 0.697 _cut4 | 1.51980 3.800 0.000 _cut5 | 2.31452 5.650 0.000 _cut6 | 4.81897 9.565 0.000 ------------------------------------------------------------------------------- . listcoef, percent ologit (N=701): Percentage Change in Odds Odds of: >m vs <=m ---------------------------------------------------------------------- liberal | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- feminist | 0.65123 4.225 0.000 91.8 34.6 0.4565 faminc | -0.00219 -0.766 0.444 -0.2 -5.4 25.5351 educ | 0.04635 1.620 0.105 4.7 13.5 2.7293 childs | -0.10184 -2.205 0.027 -9.7 -14.7 1.5627 lesbian | 0.96518 2.164 0.030 162.5 16.5 0.1583 ---------------------------------------------------------------------- . listcoef, percent rev ologit (N=701): Percentage Change in Odds Odds of: <=m vs >m ---------------------------------------------------------------------- liberal | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- feminist | 0.65123 4.225 0.000 -47.9 -25.7 0.4565 faminc | -0.00219 -0.766 0.444 0.2 5.8 25.5351 educ | 0.04635 1.620 0.105 -4.5 -11.9 2.7293 childs | -0.10184 -2.205 0.027 10.7 17.3 1.5627 lesbian | 0.96518 2.164 0.030 -61.9 -14.2 0.1583 ---------------------------------------------------------------------- . * oprobit . oprobit liberal feminist faminc educ childs lesbian, nolog Ordered probit estimates Number of obs = 701 LR chi2(5) = 37.18 Prob > chi2 = 0.0000 Log likelihood = -1124.4159 Pseudo R2 = 0.0163 ------------------------------------------------------------------------------ liberal | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- feminist | .3770683 .0871859 4.32 0.000 .2061872 .5479495 faminc | -.0010272 .0016605 -0.62 0.536 -.0042816 .0022272 educ | .0261991 .016143 1.62 0.105 -.0054405 .0578387 childs | -.0635001 .026274 -2.42 0.016 -.1149963 -.012004 lesbian | .4561559 .2486679 1.83 0.067 -.0312243 .9435361 -------------+---------------------------------------------------------------- _cut1 | -1.768977 .2473348 (Ancillary parameters) _cut2 | -.608586 .2288923 _cut3 | -.1204096 .2264581 _cut4 | .9081432 .2280741 _cut5 | 1.366133 .2320954 _cut6 | 2.56062 .2581789 ------------------------------------------------------------------------------ . listcoef, help oprobit (N=701): Unstandardized and Standardized Estimates Observed SD: 1.3441326 Latent SD: 1.0290215 ------------------------------------------------------------------------------- liberal | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- feminist | 0.37707 4.325 0.000 0.1721 0.3664 0.1673 0.4565 faminc | -0.00103 -0.619 0.536 -0.0262 -0.0010 -0.0255 25.5351 educ | 0.02620 1.623 0.105 0.0715 0.0255 0.0695 2.7293 childs | -0.06350 -2.417 0.016 -0.0992 -0.0617 -0.0964 1.5627 lesbian | 0.45616 1.834 0.067 0.0722 0.4433 0.0702 0.1583 ------------------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . listcoef educ lesbian oprobit (N=701): Unstandardized and Standardized Estimates Observed SD: 1.3441326 Latent SD: 1.0290215 ------------------------------------------------------------------------------- liberal | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- educ | 0.02620 1.623 0.105 0.0715 0.0255 0.0695 2.7293 lesbian | 0.45616 1.834 0.067 0.0722 0.4433 0.0702 0.1583 ------------------------------------------------------------------------------- . listcoef, pvalue(.01) oprobit (N=701): Unstandardized and Standardized Estimates when P>|z| < 0.01 Observed SD: 1.3441326 Latent SD: 1.0290215 ------------------------------------------------------------------------------- liberal | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- feminist | 0.37707 4.325 0.000 0.1721 0.3664 0.1673 0.4565 ------------------------------------------------------------------------------- . listcoef, con oprobit (N=701): Unstandardized and Standardized Estimates Observed SD: 1.3441326 Latent SD: 1.0290215 ------------------------------------------------------------------------------- liberal | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- feminist | 0.37707 4.325 0.000 0.1721 0.3664 0.1673 0.4565 faminc | -0.00103 -0.619 0.536 -0.0262 -0.0010 -0.0255 25.5351 educ | 0.02620 1.623 0.105 0.0715 0.0255 0.0695 2.7293 childs | -0.06350 -2.417 0.016 -0.0992 -0.0617 -0.0964 1.5627 lesbian | 0.45616 1.834 0.067 0.0722 0.4433 0.0702 0.1583 -------------+----------------------------------------------------------------- _cut1 | -1.76898 -7.152 0.000 _cut2 | -0.60859 -2.659 0.008 _cut3 | -0.12041 -0.532 0.595 _cut4 | 0.90814 3.982 0.000 _cut5 | 1.36613 5.886 0.000 _cut6 | 2.56062 9.918 0.000 ------------------------------------------------------------------------------- . listcoef, std con oprobit (N=701): Unstandardized and Standardized Estimates Observed SD: 1.3441326 Latent SD: 1.0290215 ------------------------------------------------------------------------------- liberal | b z P>|z| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- feminist | 0.37707 4.325 0.000 0.1721 0.3664 0.1673 0.4565 faminc | -0.00103 -0.619 0.536 -0.0262 -0.0010 -0.0255 25.5351 educ | 0.02620 1.623 0.105 0.0715 0.0255 0.0695 2.7293 childs | -0.06350 -2.417 0.016 -0.0992 -0.0617 -0.0964 1.5627 lesbian | 0.45616 1.834 0.067 0.0722 0.4433 0.0702 0.1583 -------------+----------------------------------------------------------------- _cut1 | -1.76898 -7.152 0.000 _cut2 | -0.60859 -2.659 0.008 _cut3 | -0.12041 -0.532 0.595 _cut4 | 0.90814 3.982 0.000 _cut5 | 1.36613 5.886 0.000 _cut6 | 2.56062 9.918 0.000 ------------------------------------------------------------------------------- . * mlogit . mlogit mchilds faminc educ liberal lesbian, nolog Multinomial regression Number of obs = 1425 LR chi2(12) = 152.75 Prob > chi2 = 0.0000 Log likelihood = -1879.287 Pseudo R2 = 0.0391 ------------------------------------------------------------------------------ mchilds | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- no children | faminc | -.013205 .0034307 -3.85 0.000 -.0199291 -.0064808 educ | .322694 .0324756 9.94 0.000 .2590429 .386345 liberal | .1886677 .0582591 3.24 0.001 .0744819 .3028535 lesbian | 1.180614 .5071019 2.33 0.020 .186713 2.174516 _cons | -4.70085 .4435785 -10.60 0.000 -5.570248 -3.831452 -------------+---------------------------------------------------------------- one child | faminc | -.0070693 .0035078 -2.02 0.044 -.0139444 -.0001942 educ | .1452707 .0324499 4.48 0.000 .08167 .2088713 liberal | .1404178 .060116 2.34 0.020 .0225926 .2582429 lesbian | .5527653 .5685538 0.97 0.331 -.5615797 1.66711 _cons | -2.479704 .4297183 -5.77 0.000 -3.321937 -1.637472 -------------+---------------------------------------------------------------- two children | faminc | .0029514 .0029622 1.00 0.319 -.0028544 .0087571 educ | .117575 .0287766 4.09 0.000 .0611739 .1739761 liberal | .0938793 .0538676 1.74 0.081 -.0116994 .1994579 lesbian | .123433 .5656376 0.22 0.827 -.9851964 1.232062 _cons | -1.90524 .3785731 -5.03 0.000 -2.64723 -1.163251 ------------------------------------------------------------------------------ (Outcome mchilds==three children is the comparison group) . listcoef, help mlogit (N=1425): Factor Change in the Odds of mchilds Variable: faminc (sd= 25.2417) Odds comparing| Group 1 vs Group 2| b z P>|z| e^b e^bStdX ------------------+--------------------------------------------- no_child-one_chil | -0.00614 -1.653 0.098 0.9939 0.8565 no_child-two_chil | -0.01616 -4.928 0.000 0.9840 0.6651 no_child-three_ch | -0.01320 -3.849 0.000 0.9869 0.7165 one_chil-no_child | 0.00614 1.653 0.098 1.0062 1.1675 one_chil-two_chil | -0.01002 -2.938 0.003 0.9900 0.7765 one_chil-three_ch | -0.00707 -2.015 0.044 0.9930 0.8366 two_chil-no_child | 0.01616 4.928 0.000 1.0163 1.5035 two_chil-one_chil | 0.01002 2.938 0.003 1.0101 1.2878 two_chil-three_ch | 0.00295 0.996 0.319 1.0030 1.0773 three_ch-no_child | 0.01320 3.849 0.000 1.0133 1.3956 three_ch-one_chil | 0.00707 2.015 0.044 1.0071 1.1954 three_ch-two_chil | -0.00295 -0.996 0.319 0.9971 0.9282 ---------------------------------------------------------------- Variable: educ (sd= 2.81089) Odds comparing| Group 1 vs Group 2| b z P>|z| e^b e^bStdX ------------------+--------------------------------------------- no_child-one_chil | 0.17742 5.243 0.000 1.1941 1.6466 no_child-two_chil | 0.20512 6.613 0.000 1.2277 1.7799 no_child-three_ch | 0.32269 9.936 0.000 1.3808 2.4770 one_chil-no_child | -0.17742 -5.243 0.000 0.8374 0.6073 one_chil-two_chil | 0.02770 0.863 0.388 1.0281 1.0810 one_chil-three_ch | 0.14527 4.477 0.000 1.1564 1.5043 two_chil-no_child | -0.20512 -6.613 0.000 0.8146 0.5618 two_chil-one_chil | -0.02770 -0.863 0.388 0.9727 0.9251 two_chil-three_ch | 0.11757 4.086 0.000 1.1248 1.3916 three_ch-no_child | -0.32269 -9.936 0.000 0.7242 0.4037 three_ch-one_chil | -0.14527 -4.477 0.000 0.8648 0.6648 three_ch-two_chil | -0.11757 -4.086 0.000 0.8891 0.7186 ---------------------------------------------------------------- Variable: liberal (sd= 1.34359) Odds comparing| Group 1 vs Group 2| b z P>|z| e^b e^bStdX ------------------+--------------------------------------------- no_child-one_chil | 0.04825 0.779 0.436 1.0494 1.0670 no_child-two_chil | 0.09479 1.675 0.094 1.0994 1.1358 no_child-three_ch | 0.18867 3.238 0.001 1.2076 1.2885 one_chil-no_child | -0.04825 -0.779 0.436 0.9529 0.9372 one_chil-two_chil | 0.04654 0.781 0.435 1.0476 1.0645 one_chil-three_ch | 0.14042 2.336 0.020 1.1508 1.2076 two_chil-no_child | -0.09479 -1.675 0.094 0.9096 0.8804 two_chil-one_chil | -0.04654 -0.781 0.435 0.9545 0.9394 two_chil-three_ch | 0.09388 1.743 0.081 1.0984 1.1344 three_ch-no_child | -0.18867 -3.238 0.001 0.8281 0.7761 three_ch-one_chil | -0.14042 -2.336 0.020 0.8690 0.8281 three_ch-two_chil | -0.09388 -1.743 0.081 0.9104 0.8815 ---------------------------------------------------------------- Variable: lesbian (sd= .156978) Odds comparing| Group 1 vs Group 2| b z P>|z| e^b e^bStdX ------------------+--------------------------------------------- no_child-one_chil | 0.62785 1.342 0.179 1.8736 1.1036 no_child-two_chil | 1.05718 2.249 0.025 2.8782 1.1805 no_child-three_ch | 1.18061 2.328 0.020 3.2564 1.2036 one_chil-no_child | -0.62785 -1.342 0.179 0.5337 0.9061 one_chil-two_chil | 0.42933 0.790 0.429 1.5362 1.0697 one_chil-three_ch | 0.55277 0.972 0.331 1.7381 1.0906 two_chil-no_child | -1.05718 -2.249 0.025 0.3474 0.8471 two_chil-one_chil | -0.42933 -0.790 0.429 0.6509 0.9348 two_chil-three_ch | 0.12343 0.218 0.827 1.1314 1.0196 three_ch-no_child | -1.18061 -2.328 0.020 0.3071 0.8308 three_ch-one_chil | -0.55277 -0.972 0.331 0.5754 0.9169 three_ch-two_chil | -0.12343 -0.218 0.827 0.8839 0.9808 ---------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in odds for unit increase in X e^bStdX = exp(b*SD of X) = change in odds for SD increase in X . listcoef liberal mlogit (N=1425): Factor Change in the Odds of mchilds Variable: liberal (sd= 1.34359) Odds comparing| Group 1 vs Group 2| b z P>|z| e^b e^bStdX ------------------+--------------------------------------------- no_child-one_chil | 0.04825 0.779 0.436 1.0494 1.0670 no_child-two_chil | 0.09479 1.675 0.094 1.0994 1.1358 no_child-three_ch | 0.18867 3.238 0.001 1.2076 1.2885 one_chil-no_child | -0.04825 -0.779 0.436 0.9529 0.9372 one_chil-two_chil | 0.04654 0.781 0.435 1.0476 1.0645 one_chil-three_ch | 0.14042 2.336 0.020 1.1508 1.2076 two_chil-no_child | -0.09479 -1.675 0.094 0.9096 0.8804 two_chil-one_chil | -0.04654 -0.781 0.435 0.9545 0.9394 two_chil-three_ch | 0.09388 1.743 0.081 1.0984 1.1344 three_ch-no_child | -0.18867 -3.238 0.001 0.8281 0.7761 three_ch-one_chil | -0.14042 -2.336 0.020 0.8690 0.8281 three_ch-two_chil | -0.09388 -1.743 0.081 0.9104 0.8815 ---------------------------------------------------------------- . listcoef, pvalue(.01) mlogit (N=1425): Factor Change in the Odds of mchilds when P>|z| < 0.01 Variable: faminc (sd= 25.2417) Odds comparing| Group 1 vs Group 2| b z P>|z| e^b e^bStdX ------------------+--------------------------------------------- no_child-two_chil | -0.01616 -4.928 0.000 0.9840 0.6651 no_child-three_ch | -0.01320 -3.849 0.000 0.9869 0.7165 one_chil-two_chil | -0.01002 -2.938 0.003 0.9900 0.7765 two_chil-no_child | 0.01616 4.928 0.000 1.0163 1.5035 two_chil-one_chil | 0.01002 2.938 0.003 1.0101 1.2878 three_ch-no_child | 0.01320 3.849 0.000 1.0133 1.3956 ---------------------------------------------------------------- Variable: educ (sd= 2.81089) Odds comparing| Group 1 vs Group 2| b z P>|z| e^b e^bStdX ------------------+--------------------------------------------- no_child-one_chil | 0.17742 5.243 0.000 1.1941 1.6466 no_child-two_chil | 0.20512 6.613 0.000 1.2277 1.7799 no_child-three_ch | 0.32269 9.936 0.000 1.3808 2.4770 one_chil-no_child | -0.17742 -5.243 0.000 0.8374 0.6073 one_chil-three_ch | 0.14527 4.477 0.000 1.1564 1.5043 two_chil-no_child | -0.20512 -6.613 0.000 0.8146 0.5618 two_chil-three_ch | 0.11757 4.086 0.000 1.1248 1.3916 three_ch-no_child | -0.32269 -9.936 0.000 0.7242 0.4037 three_ch-one_chil | -0.14527 -4.477 0.000 0.8648 0.6648 three_ch-two_chil | -0.11757 -4.086 0.000 0.8891 0.7186 ---------------------------------------------------------------- Variable: liberal (sd= 1.34359) Odds comparing| Group 1 vs Group 2| b z P>|z| e^b e^bStdX ------------------+--------------------------------------------- no_child-three_ch | 0.18867 3.238 0.001 1.2076 1.2885 three_ch-no_child | -0.18867 -3.238 0.001 0.8281 0.7761 ---------------------------------------------------------------- Variable: lesbian (sd= .156978) Odds comparing| Group 1 vs Group 2| b z P>|z| e^b e^bStdX ------------------+--------------------------------------------- ---------------------------------------------------------------- . listcoef, percent mlogit (N=1425): Percentage Change in the Odds of mchilds Variable: faminc (sd= 25.2417) Odds comparing| Group 1 vs Group 2| b z P>|z| % %StdX ------------------+--------------------------------------------- no_child-one_chil | -0.00614 -1.653 0.098 -0.6 -14.3 no_child-two_chil | -0.01616 -4.928 0.000 -1.6 -33.5 no_child-three_ch | -0.01320 -3.849 0.000 -1.3 -28.3 one_chil-no_child | 0.00614 1.653 0.098 0.6 16.8 one_chil-two_chil | -0.01002 -2.938 0.003 -1.0 -22.3 one_chil-three_ch | -0.00707 -2.015 0.044 -0.7 -16.3 two_chil-no_child | 0.01616 4.928 0.000 1.6 50.4 two_chil-one_chil | 0.01002 2.938 0.003 1.0 28.8 two_chil-three_ch | 0.00295 0.996 0.319 0.3 7.7 three_ch-no_child | 0.01320 3.849 0.000 1.3 39.6 three_ch-one_chil | 0.00707 2.015 0.044 0.7 19.5 three_ch-two_chil | -0.00295 -0.996 0.319 -0.3 -7.2 ---------------------------------------------------------------- Variable: educ (sd= 2.81089) Odds comparing| Group 1 vs Group 2| b z P>|z| % %StdX ------------------+--------------------------------------------- no_child-one_chil | 0.17742 5.243 0.000 19.4 64.7 no_child-two_chil | 0.20512 6.613 0.000 22.8 78.0 no_child-three_ch | 0.32269 9.936 0.000 38.1 147.7 one_chil-no_child | -0.17742 -5.243 0.000 -16.3 -39.3 one_chil-two_chil | 0.02770 0.863 0.388 2.8 8.1 one_chil-three_ch | 0.14527 4.477 0.000 15.6 50.4 two_chil-no_child | -0.20512 -6.613 0.000 -18.5 -43.8 two_chil-one_chil | -0.02770 -0.863 0.388 -2.7 -7.5 two_chil-three_ch | 0.11757 4.086 0.000 12.5 39.2 three_ch-no_child | -0.32269 -9.936 0.000 -27.6 -59.6 three_ch-one_chil | -0.14527 -4.477 0.000 -13.5 -33.5 three_ch-two_chil | -0.11757 -4.086 0.000 -11.1 -28.1 ---------------------------------------------------------------- Variable: liberal (sd= 1.34359) Odds comparing| Group 1 vs Group 2| b z P>|z| % %StdX ------------------+--------------------------------------------- no_child-one_chil | 0.04825 0.779 0.436 4.9 6.7 no_child-two_chil | 0.09479 1.675 0.094 9.9 13.6 no_child-three_ch | 0.18867 3.238 0.001 20.8 28.9 one_chil-no_child | -0.04825 -0.779 0.436 -4.7 -6.3 one_chil-two_chil | 0.04654 0.781 0.435 4.8 6.5 one_chil-three_ch | 0.14042 2.336 0.020 15.1 20.8 two_chil-no_child | -0.09479 -1.675 0.094 -9.0 -12.0 two_chil-one_chil | -0.04654 -0.781 0.435 -4.5 -6.1 two_chil-three_ch | 0.09388 1.743 0.081 9.8 13.4 three_ch-no_child | -0.18867 -3.238 0.001 -17.2 -22.4 three_ch-one_chil | -0.14042 -2.336 0.020 -13.1 -17.2 three_ch-two_chil | -0.09388 -1.743 0.081 -9.0 -11.9 ---------------------------------------------------------------- Variable: lesbian (sd= .156978) Odds comparing| Group 1 vs Group 2| b z P>|z| % %StdX ------------------+--------------------------------------------- no_child-one_chil | 0.62785 1.342 0.179 87.4 10.4 no_child-two_chil | 1.05718 2.249 0.025 187.8 18.1 no_child-three_ch | 1.18061 2.328 0.020 225.6 20.4 one_chil-no_child | -0.62785 -1.342 0.179 -46.6 -9.4 one_chil-two_chil | 0.42933 0.790 0.429 53.6 7.0 one_chil-three_ch | 0.55277 0.972 0.331 73.8 9.1 two_chil-no_child | -1.05718 -2.249 0.025 -65.3 -15.3 two_chil-one_chil | -0.42933 -0.790 0.429 -34.9 -6.5 two_chil-three_ch | 0.12343 0.218 0.827 13.1 2.0 three_ch-no_child | -1.18061 -2.328 0.020 -69.3 -16.9 three_ch-one_chil | -0.55277 -0.972 0.331 -42.5 -8.3 three_ch-two_chil | -0.12343 -0.218 0.827 -11.6 -1.9 ---------------------------------------------------------------- . * poisson . poisson liberal feminist faminc educ childs lesbian, nolog Poisson regression Number of obs = 701 LR chi2(5) = 22.57 Prob > chi2 = 0.0004 Log likelihood = -1224.5687 Pseudo R2 = 0.0091 ------------------------------------------------------------------------------ liberal | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- feminist | .1601771 .0472708 3.39 0.001 .0675281 .2528261 faminc | -.0005042 .000937 -0.54 0.590 -.0023406 .0013322 educ | .0113766 .0090149 1.26 0.207 -.0062922 .0290454 childs | -.0273603 .015076 -1.81 0.070 -.0569087 .0021881 lesbian | .182408 .1271278 1.43 0.151 -.0667579 .4315739 _cons | .9283264 .1266103 7.33 0.000 .6801747 1.176478 ------------------------------------------------------------------------------ . listcoef, help poisson (N=701): Factor Change in Expected Count Observed SD: 1.3441326 ---------------------------------------------------------------------- liberal | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | 0.16018 3.389 0.001 1.1737 1.0759 0.4565 faminc | -0.00050 -0.538 0.590 0.9995 0.9872 25.5351 educ | 0.01138 1.262 0.207 1.0114 1.0315 2.7293 childs | -0.02736 -1.815 0.070 0.9730 0.9581 1.5627 lesbian | 0.18241 1.435 0.151 1.2001 1.0293 0.1583 ---------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in expected count for unit increase in X e^bStdX = exp(b*SD of X) = change in expected count for SD increase in X SDofX = standard deviation of X . listcoef faminc poisson (N=701): Factor Change in Expected Count Observed SD: 1.3441326 ---------------------------------------------------------------------- liberal | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- faminc | -0.00050 -0.538 0.590 0.9995 0.9872 25.5351 ---------------------------------------------------------------------- . listcoef, con poisson (N=701): Factor Change in Expected Count Observed SD: 1.3441326 ---------------------------------------------------------------------- liberal | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | 0.16018 3.389 0.001 1.1737 1.0759 0.4565 faminc | -0.00050 -0.538 0.590 0.9995 0.9872 25.5351 educ | 0.01138 1.262 0.207 1.0114 1.0315 2.7293 childs | -0.02736 -1.815 0.070 0.9730 0.9581 1.5627 lesbian | 0.18241 1.435 0.151 1.2001 1.0293 0.1583 _cons | 0.92833 7.332 0.000 ---------------------------------------------------------------------- . listcoef, percent poisson (N=701): Percentage Change in Expected Count Observed SD: 1.3441326 ---------------------------------------------------------------------- liberal | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- feminist | 0.16018 3.389 0.001 17.4 7.6 0.4565 faminc | -0.00050 -0.538 0.590 -0.1 -1.3 25.5351 educ | 0.01138 1.262 0.207 1.1 3.2 2.7293 childs | -0.02736 -1.815 0.070 -2.7 -4.2 1.5627 lesbian | 0.18241 1.435 0.151 20.0 2.9 0.1583 ---------------------------------------------------------------------- . * nbreg . nbreg childs feminist faminc educ, nolog Negative binomial regression Number of obs = 731 LR chi2(3) = 54.33 Prob > chi2 = 0.0000 Log likelihood = -1253.2096 Pseudo R2 = 0.0212 ------------------------------------------------------------------------------ childs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- feminist | -.0922654 .0694402 -1.33 0.184 -.2283657 .043835 faminc | .0031755 .0013123 2.42 0.016 .0006034 .0057477 educ | -.0870689 .0121462 -7.17 0.000 -.110875 -.0632629 _cons | 1.67353 .1492116 11.22 0.000 1.381081 1.96598 -------------+---------------------------------------------------------------- /lnalpha | -2.007527 .2842065 -2.564561 -1.450492 -------------+---------------------------------------------------------------- alpha | .1343204 .0381747 .0769529 .2344548 ------------------------------------------------------------------------------ Likelihood ratio test of alpha=0: chibar2(01) = 17.72 Prob>=chibar2 = 0.000 . listcoef, help nbreg (N=731): Factor Change in Expected Count Observed SD: 1.5607662 ---------------------------------------------------------------------- childs | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | -0.09227 -1.329 0.184 0.9119 0.9590 0.4534 faminc | 0.00318 2.420 0.016 1.0032 1.0841 25.4265 educ | -0.08707 -7.168 0.000 0.9166 0.7844 2.7886 -------------+-------------------------------------------------------- ln alpha | -2.00753 alpha | 0.13432 SE(alpha) = 0.03817 ---------------------------------------------------------------------- LR test of alpha=0: 17.72 Prob>=LRX2 = 0.000 ---------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in expected count for unit increase in X e^bStdX = exp(b*SD of X) = change in expected count for SD increase in X SDofX = standard deviation of X . listcoef faminc nbreg (N=731): Factor Change in Expected Count Observed SD: 1.5607662 ---------------------------------------------------------------------- childs | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- faminc | 0.00318 2.420 0.016 1.0032 1.0841 25.4265 -------------+-------------------------------------------------------- ln alpha | -2.00753 alpha | 0.13432 SE(alpha) = 0.03817 ---------------------------------------------------------------------- LR test of alpha=0: 17.72 Prob>=LRX2 = 0.000 ---------------------------------------------------------------------- . listcoef, pvalue(.01) nbreg (N=731): Factor Change in Expected Count when P>|z| < 0.01 Observed SD: 1.5607662 ---------------------------------------------------------------------- childs | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | -0.08707 -7.168 0.000 0.9166 0.7844 2.7886 -------------+-------------------------------------------------------- ln alpha | -2.00753 alpha | 0.13432 SE(alpha) = 0.03817 ---------------------------------------------------------------------- LR test of alpha=0: 17.72 Prob>=LRX2 = 0.000 ---------------------------------------------------------------------- . listcoef, con nbreg (N=731): Factor Change in Expected Count Observed SD: 1.5607662 ---------------------------------------------------------------------- childs | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | -0.09227 -1.329 0.184 0.9119 0.9590 0.4534 faminc | 0.00318 2.420 0.016 1.0032 1.0841 25.4265 educ | -0.08707 -7.168 0.000 0.9166 0.7844 2.7886 _cons | 1.67353 11.216 0.000 -------------+-------------------------------------------------------- ln alpha | -2.00753 alpha | 0.13432 SE(alpha) = 0.03817 ---------------------------------------------------------------------- LR test of alpha=0: 17.72 Prob>=LRX2 = 0.000 ---------------------------------------------------------------------- . listcoef, percent nbreg (N=731): Percentage Change in Expected Count Observed SD: 1.5607662 ---------------------------------------------------------------------- childs | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- feminist | -0.09227 -1.329 0.184 -8.8 -4.1 0.4534 faminc | 0.00318 2.420 0.016 0.3 8.4 25.4265 educ | -0.08707 -7.168 0.000 -8.3 -21.6 2.7886 -------------+-------------------------------------------------------- ln alpha | -2.00753 alpha | 0.13432 SE(alpha) = 0.03817 ---------------------------------------------------------------------- LR test of alpha=0: 17.72 Prob>=LRX2 = 0.000 ---------------------------------------------------------------------- . * zip . zip zchilds feminist faminc educ liberal lesbian, /* > */ inf(feminist faminc educ liberal lesbian) nolog Zero-inflated poisson regression Number of obs = 701 Nonzero obs = 193 Zero obs = 508 Inflation model = logit LR chi2(5) = 19.94 Log likelihood = -636.0372 Prob > chi2 = 0.0013 ------------------------------------------------------------------------------ zchilds | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- zchilds | feminist | -.1944988 .1692206 -1.15 0.250 -.5261651 .1371674 faminc | -.0061799 .0034705 -1.78 0.075 -.012982 .0006222 educ | -.0775206 .0271423 -2.86 0.004 -.1307186 -.0243226 liberal | -.1342842 .0532375 -2.52 0.012 -.2386277 -.0299406 lesbian | .6584453 .3672538 1.79 0.073 -.061359 1.37825 _cons | 1.869964 .3618949 5.17 0.000 1.160663 2.579265 -------------+---------------------------------------------------------------- inflate | feminist | -.052484 .2779527 -0.19 0.850 -.5972613 .4922932 faminc | -.0105989 .0060455 -1.75 0.080 -.0224478 .00125 educ | .1470196 .0485712 3.03 0.002 .0518217 .2422174 liberal | .0532883 .0903942 0.59 0.556 -.1238811 .2304577 lesbian | .2789212 .6001153 0.46 0.642 -.8972831 1.455126 _cons | -1.315572 .6487009 -2.03 0.043 -2.587002 -.0441413 ------------------------------------------------------------------------------ . listcoef, help zip (N=701): Factor Change in Expected Count Observed SD: 1.0247796 Count Equation: Factor Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | -0.19450 -1.149 0.250 0.8232 0.9150 0.4565 faminc | -0.00618 -1.781 0.075 0.9938 0.8540 25.5351 educ | -0.07752 -2.856 0.004 0.9254 0.8093 2.7293 liberal | -0.13428 -2.522 0.012 0.8743 0.8349 1.3441 lesbian | 0.65845 1.793 0.073 1.9318 1.1098 0.1583 ---------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in expected count for unit increase in X e^bStdX = exp(b*SD of X) = change in expected count for SD increase in X SDofX = standard deviation of X Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | -0.05248 -0.189 0.850 0.9489 0.9763 0.4565 faminc | -0.01060 -1.753 0.080 0.9895 0.7629 25.5351 educ | 0.14702 3.027 0.002 1.1584 1.4937 2.7293 liberal | 0.05329 0.590 0.556 1.0547 1.0743 1.3441 lesbian | 0.27892 0.465 0.642 1.3217 1.0451 0.1583 ---------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in odds for unit increase in X e^bStdX = exp(b*SD of X) = change in odds for SD increase in X SDofX = standard deviation of X . listcoef educ zip (N=701): Factor Change in Expected Count Observed SD: 1.0247796 Count Equation: Factor Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | -0.07752 -2.856 0.004 0.9254 0.8093 2.7293 ---------------------------------------------------------------------- Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | -0.05248 -0.189 0.850 0.9489 0.9763 0.4565 ---------------------------------------------------------------------- . listcoef, pvalue(.01) zip (N=701): Factor Change in Expected Count when P>|z| < 0.01 Observed SD: 1.0247796 Count Equation: Factor Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | -0.07752 -2.856 0.004 0.9254 0.8093 2.7293 ---------------------------------------------------------------------- Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | 0.14702 3.027 0.002 1.1584 1.4937 2.7293 ---------------------------------------------------------------------- . listcoef, con zip (N=701): Factor Change in Expected Count Observed SD: 1.0247796 Count Equation: Factor Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | -0.19450 -1.149 0.250 0.8232 0.9150 0.4565 faminc | -0.00618 -1.781 0.075 0.9938 0.8540 25.5351 educ | -0.07752 -2.856 0.004 0.9254 0.8093 2.7293 liberal | -0.13428 -2.522 0.012 0.8743 0.8349 1.3441 lesbian | 0.65845 1.793 0.073 1.9318 1.1098 0.1583 _cons | 1.86996 5.167 0.000 ---------------------------------------------------------------------- Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- feminist | -0.05248 -0.189 0.850 0.9489 0.9763 0.4565 faminc | -0.01060 -1.753 0.080 0.9895 0.7629 25.5351 educ | 0.14702 3.027 0.002 1.1584 1.4937 2.7293 liberal | 0.05329 0.590 0.556 1.0547 1.0743 1.3441 lesbian | 0.27892 0.465 0.642 1.3217 1.0451 0.1583 _cons | -1.31557 -2.028 0.043 ---------------------------------------------------------------------- . listcoef, percent zip (N=701): Percentage Change in Expected Count Observed SD: 1.0247796 Count Equation: Percentage Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- feminist | -0.19450 -1.149 0.250 -17.7 -8.5 0.4565 faminc | -0.00618 -1.781 0.075 -0.6 -14.6 25.5351 educ | -0.07752 -2.856 0.004 -7.5 -19.1 2.7293 liberal | -0.13428 -2.522 0.012 -12.6 -16.5 1.3441 lesbian | 0.65845 1.793 0.073 93.2 11.0 0.1583 ---------------------------------------------------------------------- Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- feminist | -0.05248 -0.189 0.850 -5.1 -2.4 0.4565 faminc | -0.01060 -1.753 0.080 -1.1 -23.7 25.5351 educ | 0.14702 3.027 0.002 15.8 49.4 2.7293 liberal | 0.05329 0.590 0.556 5.5 7.4 1.3441 lesbian | 0.27892 0.465 0.642 32.2 4.5 0.1583 ---------------------------------------------------------------------- . * zinb . zinb zchilds faminc educ, inf(faminc educ) nolog Zero-inflated negative binomial regression Number of obs = 1500 Nonzero obs = 435 Zero obs = 1065 Inflation model = logit LR chi2(2) = 25.28 Log likelihood = -1446.755 Prob > chi2 = 0.0000 ------------------------------------------------------------------------------ zchilds | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- zchilds | faminc | -.0037447 .002654 -1.41 0.158 -.0089464 .001457 educ | -.0897429 .0215237 -4.17 0.000 -.1319286 -.0475572 _cons | 1.354451 .2597057 5.22 0.000 .8454368 1.863465 -------------+---------------------------------------------------------------- inflate | faminc | -.0101296 .0052129 -1.94 0.052 -.0203467 .0000875 educ | .173552 .0442594 3.92 0.000 .0868051 .2602988 _cons | -1.98387 .6273885 -3.16 0.002 -3.213529 -.7542115 -------------+---------------------------------------------------------------- /lnalpha | -.6598094 .3831185 -1.72 0.085 -1.410708 .0910892 -------------+---------------------------------------------------------------- alpha | .5169499 .1980531 .2439705 1.095367 ------------------------------------------------------------------------------ . listcoef, help zinb (N=1500): Factor Change in Expected Count Observed SD: 1.1363922 Count Equation: Factor Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- faminc | -0.00374 -1.411 0.158 0.9963 0.9101 25.1556 educ | -0.08974 -4.169 0.000 0.9142 0.7720 2.8829 -------------+-------------------------------------------------------- ln alpha | -0.65981 alpha | 0.51695 SE(alpha) = 0.19805 ---------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in expected count for unit increase in X e^bStdX = exp(b*SD of X) = change in expected count for SD increase in X SDofX = standard deviation of X Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- faminc | -0.01013 -1.943 0.052 0.9899 0.7751 25.1556 educ | 0.17355 3.921 0.000 1.1895 1.6493 2.8829 ---------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in odds for unit increase in X e^bStdX = exp(b*SD of X) = change in odds for SD increase in X SDofX = standard deviation of X . listcoef educ zinb (N=1500): Factor Change in Expected Count Observed SD: 1.1363922 Count Equation: Factor Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | -0.08974 -4.169 0.000 0.9142 0.7720 2.8829 -------------+-------------------------------------------------------- ln alpha | -0.65981 alpha | 0.51695 SE(alpha) = 0.19805 ---------------------------------------------------------------------- Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | -0.01013 -1.943 0.052 0.9899 0.7751 25.1556 ---------------------------------------------------------------------- . listcoef, pvalue(.01) zinb (N=1500): Factor Change in Expected Count when P>|z| < 0.01 Observed SD: 1.1363922 Count Equation: Factor Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | -0.08974 -4.169 0.000 0.9142 0.7720 2.8829 -------------+-------------------------------------------------------- ln alpha | -0.65981 alpha | 0.51695 SE(alpha) = 0.19805 ---------------------------------------------------------------------- Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- educ | 0.17355 3.921 0.000 1.1895 1.6493 2.8829 ---------------------------------------------------------------------- . listcoef, con zinb (N=1500): Factor Change in Expected Count Observed SD: 1.1363922 Count Equation: Factor Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- faminc | -0.00374 -1.411 0.158 0.9963 0.9101 25.1556 educ | -0.08974 -4.169 0.000 0.9142 0.7720 2.8829 _cons | 1.35445 5.215 0.000 -------------+-------------------------------------------------------- ln alpha | -0.65981 alpha | 0.51695 SE(alpha) = 0.19805 ---------------------------------------------------------------------- Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| e^b e^bStdX SDofX -------------+-------------------------------------------------------- faminc | -0.01013 -1.943 0.052 0.9899 0.7751 25.1556 educ | 0.17355 3.921 0.000 1.1895 1.6493 2.8829 _cons | -1.98387 -3.162 0.002 ---------------------------------------------------------------------- . listcoef, percent zinb (N=1500): Percentage Change in Expected Count Observed SD: 1.1363922 Count Equation: Percentage Change in Expected Count for Those Not Always 0 ---------------------------------------------------------------------- zchilds | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- faminc | -0.00374 -1.411 0.158 -0.4 -9.0 25.1556 educ | -0.08974 -4.169 0.000 -8.6 -22.8 2.8829 -------------+-------------------------------------------------------- ln alpha | -0.65981 alpha | 0.51695 SE(alpha) = 0.19805 ---------------------------------------------------------------------- Binary Equation: Factor Change in Odds of Always 0 ---------------------------------------------------------------------- Always0 | b z P>|z| % %StdX SDofX -------------+-------------------------------------------------------- faminc | -0.01013 -1.943 0.052 -1.0 -22.5 25.1556 educ | 0.17355 3.921 0.000 19.0 64.9 2.8829 ---------------------------------------------------------------------- . * clogit . use nelson2.dta, clear (nelson.dta after compress.) . clogit emp cblack cother cimmi coethnic wh rel att, group(myid) note: 16 groups (58 obs) dropped due to all positive or all negative outcomes. Iteration 0: log likelihood = -1122.8838 Iteration 1: log likelihood = -1031.6503 Iteration 2: log likelihood = -1030.916 Iteration 3: log likelihood = -1030.9158 Conditional (fixed-effects) logistic regression Number of obs = 3500 LR chi2(7) = 366.30 Prob > chi2 = 0.0000 Log likelihood = -1030.9158 Pseudo R2 = 0.1509 ------------------------------------------------------------------------------ emp | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- cblack | -.2916734 .123799 -2.36 0.018 -.5343149 -.0490319 cother | -.4678797 .1210156 -3.87 0.000 -.705066 -.2306934 cimmi | -.2403482 .1369717 -1.75 0.079 -.5088078 .0281114 coethnic | 1.060762 .1047997 10.12 0.000 .855358 1.266165 wh | -.1598878 .0874755 -1.83 0.068 -.3313365 .0115609 rel | -.0642564 .0854611 -0.75 0.452 -.231757 .1032442 att | -.0634665 .089669 -0.71 0.479 -.2392145 .1122815 ------------------------------------------------------------------------------ . listcoef, help clogit (N=3500): Factor Change in Odds Odds of: 1 vs 0 -------------------------------------------------- emp | b z P>|z| e^b -------------+------------------------------------ cblack | -0.29167 -2.356 0.018 0.7470 cother | -0.46788 -3.866 0.000 0.6263 cimmi | -0.24035 -1.755 0.079 0.7864 coethnic | 1.06076 10.122 0.000 2.8886 wh | -0.15989 -1.828 0.068 0.8522 rel | -0.06426 -0.752 0.452 0.9378 att | -0.06347 -0.708 0.479 0.9385 -------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in odds for unit increase in X SDofX = standard deviation of X . listcoef wh rel clogit (N=3500): Factor Change in Odds Odds of: 1 vs 0 -------------------------------------------------- emp | b z P>|z| e^b -------------+------------------------------------ wh | -0.15989 -1.828 0.068 0.8522 rel | -0.06426 -0.752 0.452 0.9378 -------------------------------------------------- . listcoef, pvalue(.01) clogit (N=3500): Factor Change in Odds when P>|z| < 0.01 Odds of: 1 vs 0 -------------------------------------------------- emp | b z P>|z| e^b -------------+------------------------------------ cother | -0.46788 -3.866 0.000 0.6263 coethnic | 1.06076 10.122 0.000 2.8886 -------------------------------------------------- . listcoef, rev clogit (N=3500): Factor Change in Odds Odds of: 0 vs 1 -------------------------------------------------- emp | b z P>|z| e^b -------------+------------------------------------ cblack | -0.29167 -2.356 0.018 1.3387 cother | -0.46788 -3.866 0.000 1.5966 cimmi | -0.24035 -1.755 0.079 1.2717 coethnic | 1.06076 10.122 0.000 0.3462 wh | -0.15989 -1.828 0.068 1.1734 rel | -0.06426 -0.752 0.452 1.0664 att | -0.06347 -0.708 0.479 1.0655 -------------------------------------------------- . listcoef, percent clogit (N=3500): Percentage Change in Odds Odds of: 1 vs 0 -------------------------------------------------- emp | b z P>|z| % -------------+------------------------------------ cblack | -0.29167 -2.356 0.018 -25.3 cother | -0.46788 -3.866 0.000 -37.4 cimmi | -0.24035 -1.755 0.079 -21.4 coethnic | 1.06076 10.122 0.000 188.9 wh | -0.15989 -1.828 0.068 -14.8 rel | -0.06426 -0.752 0.452 -6.2 att | -0.06347 -0.708 0.479 -6.1 -------------------------------------------------- . listcoef, percent rev clogit (N=3500): Percentage Change in Odds Odds of: 0 vs 1 -------------------------------------------------- emp | b z P>|z| % -------------+------------------------------------ cblack | -0.29167 -2.356 0.018 33.9 cother | -0.46788 -3.866 0.000 59.7 cimmi | -0.24035 -1.755 0.079 27.2 coethnic | 1.06076 10.122 0.000 -65.4 wh | -0.15989 -1.828 0.068 17.3 rel | -0.06426 -0.752 0.452 6.6 att | -0.06347 -0.708 0.479 6.6 -------------------------------------------------- . * tobit . use nels_censored2.dta, clear (nels_censored.dta after compress.) . tobit tobiscor bymomed bydaded byincome black hispanic pctlunch, /* > */ nolog ul(125) ll(75) Tobit estimates Number of obs = 5703 LR chi2(6) = 1672.22 Prob > chi2 = 0.0000 Log likelihood = -20667.871 Pseudo R2 = 0.0389 ------------------------------------------------------------------------------ tobiscor | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- bymomed | 1.657168 .1847664 8.97 0.000 1.294955 2.01938 bydaded | 2.409116 .1739301 13.85 0.000 2.068147 2.750085 byincome | .0507035 .0074266 6.83 0.000 .0361445 .0652625 black | -10.41148 .818934 -12.71 0.000 -12.0169 -8.806054 hispanic | -6.199323 .7875655 -7.87 0.000 -7.743251 -4.655395 pctlunch | -.0841721 .0117929 -7.14 0.000 -.1072907 -.0610535 _cons | 91.27901 .6852461 133.21 0.000 89.93567 92.62235 -------------+---------------------------------------------------------------- _se | 17.29369 .1895113 (Ancillary parameter) ------------------------------------------------------------------------------ Obs. summary: 250 left-censored observations at tobiscor<=75 4573 uncensored observations 880 right-censored observations at tobiscor>=125 . listcoef, help tobit (N=5703): Unstandardized and Standardized Estimates Observed SD: 16.694306 Latent SD: 20.13216 SD of Error: 17.293692 ------------------------------------------------------------------------------- tobiscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.65717 8.969 0.000 2.8278 0.0823 0.1405 1.7064 bydaded | 2.40912 13.851 0.000 4.5500 0.1197 0.2260 1.8887 byincome | 0.05070 6.827 0.000 1.9769 0.0025 0.0982 38.9887 black | -10.41148 -12.713 0.000 -3.1400 -0.5172 -0.1560 0.3016 hispanic | -6.19932 -7.872 0.000 -1.9148 -0.3079 -0.0951 0.3089 pctlunch | -0.08417 -7.138 0.000 -1.9011 -0.0042 -0.0944 22.5857 ------------------------------------------------------------------------------- b = raw coefficient t = t-score for test of b=0 P>|t| = p-value for t-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . listcoef black bydaded tobit (N=5703): Unstandardized and Standardized Estimates Observed SD: 16.694306 Latent SD: 20.13216 SD of Error: 17.293692 ------------------------------------------------------------------------------- tobiscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- black | -10.41148 -12.713 0.000 -3.1400 -0.5172 -0.1560 0.3016 bydaded | 2.40912 13.851 0.000 4.5500 0.1197 0.2260 1.8887 ------------------------------------------------------------------------------- . listcoef, pvalue(.01) tobit (N=5703): Unstandardized and Standardized Estimates when P>|t| < 0.01 Observed SD: 16.694306 Latent SD: 20.13216 SD of Error: 17.293692 ------------------------------------------------------------------------------- tobiscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.65717 8.969 0.000 2.8278 0.0823 0.1405 1.7064 bydaded | 2.40912 13.851 0.000 4.5500 0.1197 0.2260 1.8887 byincome | 0.05070 6.827 0.000 1.9769 0.0025 0.0982 38.9887 black | -10.41148 -12.713 0.000 -3.1400 -0.5172 -0.1560 0.3016 hispanic | -6.19932 -7.872 0.000 -1.9148 -0.3079 -0.0951 0.3089 pctlunch | -0.08417 -7.138 0.000 -1.9011 -0.0042 -0.0944 22.5857 ------------------------------------------------------------------------------- . listcoef, con tobit (N=5703): Unstandardized and Standardized Estimates Observed SD: 16.694306 Latent SD: 20.13216 SD of Error: 17.293692 ------------------------------------------------------------------------------- tobiscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.65717 8.969 0.000 2.8278 0.0823 0.1405 1.7064 bydaded | 2.40912 13.851 0.000 4.5500 0.1197 0.2260 1.8887 byincome | 0.05070 6.827 0.000 1.9769 0.0025 0.0982 38.9887 black | -10.41148 -12.713 0.000 -3.1400 -0.5172 -0.1560 0.3016 hispanic | -6.19932 -7.872 0.000 -1.9148 -0.3079 -0.0951 0.3089 pctlunch | -0.08417 -7.138 0.000 -1.9011 -0.0042 -0.0944 22.5857 _cons | 91.27901 133.206 0.000 ------------------------------------------------------------------------------- . listcoef, std con tobit (N=5703): Unstandardized and Standardized Estimates Observed SD: 16.694306 Latent SD: 20.13216 SD of Error: 17.293692 ------------------------------------------------------------------------------- tobiscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.65717 8.969 0.000 2.8278 0.0823 0.1405 1.7064 bydaded | 2.40912 13.851 0.000 4.5500 0.1197 0.2260 1.8887 byincome | 0.05070 6.827 0.000 1.9769 0.0025 0.0982 38.9887 black | -10.41148 -12.713 0.000 -3.1400 -0.5172 -0.1560 0.3016 hispanic | -6.19932 -7.872 0.000 -1.9148 -0.3079 -0.0951 0.3089 pctlunch | -0.08417 -7.138 0.000 -1.9011 -0.0042 -0.0944 22.5857 _cons | 91.27901 133.206 0.000 ------------------------------------------------------------------------------- . * cnreg . cnreg testscor bymomed bydaded byincome black hispanic pctlunch, /* > */ censored(censor) nolog Censored normal regression Number of obs = 5703 LR chi2(6) = 1611.59 Prob > chi2 = 0.0000 Log likelihood = -18840.464 Pseudo R2 = 0.0410 ------------------------------------------------------------------------------ testscor | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- bymomed | 1.685389 .1905178 8.85 0.000 1.311902 2.058877 bydaded | 2.382167 .17918 13.29 0.000 2.030906 2.733428 byincome | .0527606 .0076962 6.86 0.000 .0376731 .067848 black | -11.02175 .8630383 -12.77 0.000 -12.71363 -9.329863 hispanic | -6.111152 .812503 -7.52 0.000 -7.703967 -4.518337 pctlunch | -.0843749 .01219 -6.92 0.000 -.108272 -.0604778 _cons | 90.90707 .7083722 128.33 0.000 89.5184 92.29575 -------------+---------------------------------------------------------------- _se | 17.52162 .2059465 (Ancillary parameter) ------------------------------------------------------------------------------ Obs. summary: 622 left-censored observations 4050 uncensored observations 1031 right-censored observations . listcoef, help cnreg (N=5703): Unstandardized and Standardized Estimates Observed SD: 15.449759 Latent SD: 20.388814 SD of Error: 17.521624 ------------------------------------------------------------------------------- testscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.68539 8.846 0.000 2.8760 0.0827 0.1411 1.7064 bydaded | 2.38217 13.295 0.000 4.4991 0.1168 0.2207 1.8887 byincome | 0.05276 6.855 0.000 2.0571 0.0026 0.1009 38.9887 black | -11.02175 -12.771 0.000 -3.3240 -0.5406 -0.1630 0.3016 hispanic | -6.11115 -7.521 0.000 -1.8875 -0.2997 -0.0926 0.3089 pctlunch | -0.08437 -6.922 0.000 -1.9057 -0.0041 -0.0935 22.5857 ------------------------------------------------------------------------------- b = raw coefficient t = t-score for test of b=0 P>|t| = p-value for t-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . listcoef black hispanic cnreg (N=5703): Unstandardized and Standardized Estimates Observed SD: 15.449759 Latent SD: 20.388814 SD of Error: 17.521624 ------------------------------------------------------------------------------- testscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- black | -11.02175 -12.771 0.000 -3.3240 -0.5406 -0.1630 0.3016 hispanic | -6.11115 -7.521 0.000 -1.8875 -0.2997 -0.0926 0.3089 ------------------------------------------------------------------------------- . listcoef, pvalue(.01) cnreg (N=5703): Unstandardized and Standardized Estimates when P>|t| < 0.01 Observed SD: 15.449759 Latent SD: 20.388814 SD of Error: 17.521624 ------------------------------------------------------------------------------- testscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.68539 8.846 0.000 2.8760 0.0827 0.1411 1.7064 bydaded | 2.38217 13.295 0.000 4.4991 0.1168 0.2207 1.8887 byincome | 0.05276 6.855 0.000 2.0571 0.0026 0.1009 38.9887 black | -11.02175 -12.771 0.000 -3.3240 -0.5406 -0.1630 0.3016 hispanic | -6.11115 -7.521 0.000 -1.8875 -0.2997 -0.0926 0.3089 pctlunch | -0.08437 -6.922 0.000 -1.9057 -0.0041 -0.0935 22.5857 ------------------------------------------------------------------------------- . listcoef, con cnreg (N=5703): Unstandardized and Standardized Estimates Observed SD: 15.449759 Latent SD: 20.388814 SD of Error: 17.521624 ------------------------------------------------------------------------------- testscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.68539 8.846 0.000 2.8760 0.0827 0.1411 1.7064 bydaded | 2.38217 13.295 0.000 4.4991 0.1168 0.2207 1.8887 byincome | 0.05276 6.855 0.000 2.0571 0.0026 0.1009 38.9887 black | -11.02175 -12.771 0.000 -3.3240 -0.5406 -0.1630 0.3016 hispanic | -6.11115 -7.521 0.000 -1.8875 -0.2997 -0.0926 0.3089 pctlunch | -0.08437 -6.922 0.000 -1.9057 -0.0041 -0.0935 22.5857 _cons | 90.90707 128.332 0.000 ------------------------------------------------------------------------------- . listcoef, std con cnreg (N=5703): Unstandardized and Standardized Estimates Observed SD: 15.449759 Latent SD: 20.388814 SD of Error: 17.521624 ------------------------------------------------------------------------------- testscor | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.68539 8.846 0.000 2.8760 0.0827 0.1411 1.7064 bydaded | 2.38217 13.295 0.000 4.4991 0.1168 0.2207 1.8887 byincome | 0.05276 6.855 0.000 2.0571 0.0026 0.1009 38.9887 black | -11.02175 -12.771 0.000 -3.3240 -0.5406 -0.1630 0.3016 hispanic | -6.11115 -7.521 0.000 -1.8875 -0.2997 -0.0926 0.3089 pctlunch | -0.08437 -6.922 0.000 -1.9057 -0.0041 -0.0935 22.5857 _cons | 90.90707 128.332 0.000 ------------------------------------------------------------------------------- . * intreg . intreg minscor maxscor bymomed bydaded byincome black hispanic pctlunch, nolo > g Interval regression Number of obs = 5698 LR chi2(6) = 1687.13 Log likelihood = -17585.918 Prob > chi2 = 0.0000 ------------------------------------------------------------------------------ | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- bymomed | 1.599972 .1753349 9.13 0.000 1.256322 1.943622 bydaded | 2.280305 .164912 13.83 0.000 1.957083 2.603526 byincome | .0483666 .00691 7.00 0.000 .0348232 .06191 black | -10.0019 .7813351 -12.80 0.000 -11.53329 -8.470512 hispanic | -5.785756 .750853 -7.71 0.000 -7.257401 -4.314111 pctlunch | -.0811521 .0112265 -7.23 0.000 -.1031556 -.0591486 _cons | 91.72466 .6511952 140.86 0.000 90.44834 93.00098 -------------+---------------------------------------------------------------- /sigma | 16.58036 .1642184 16.2585 16.90222 ------------------------------------------------------------------------------ Observation summary: 2678 uncensored observations 110 left-censored observations 263 right-censored observations 2647 interval observations . listcoef, help intreg (N=5698): Unstandardized and Standardized Estimates LHS vars: minscor maxscor Observed SD: 18.087765 Latent SD: 19.198945 SD of Error: 16.580358 ------------------------------------------------------------------------------- | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.59997 9.125 0.000 2.7300 0.0833 0.1422 1.7063 bydaded | 2.28030 13.827 0.000 4.3066 0.1188 0.2243 1.8886 byincome | 0.04837 6.999 0.000 1.8850 0.0025 0.0982 38.9735 black | -10.00190 -12.801 0.000 -3.0176 -0.5210 -0.1572 0.3017 hispanic | -5.78576 -7.706 0.000 -1.7864 -0.3014 -0.0930 0.3088 pctlunch | -0.08115 -7.229 0.000 -1.8331 -0.0042 -0.0955 22.5886 ------------------------------------------------------------------------------- b = raw coefficient t = t-score for test of b=0 P>|t| = p-value for t-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . listcoef black hispanic intreg (N=5698): Unstandardized and Standardized Estimates LHS vars: minscor maxscor Observed SD: 18.087765 Latent SD: 19.198945 SD of Error: 16.580358 ------------------------------------------------------------------------------- | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- black | -10.00190 -12.801 0.000 -3.0176 -0.5210 -0.1572 0.3017 hispanic | -5.78576 -7.706 0.000 -1.7864 -0.3014 -0.0930 0.3088 ------------------------------------------------------------------------------- . listcoef, pvalue(.01) intreg (N=5698): Unstandardized and Standardized Estimates when P>|t| < 0.01 LHS vars: minscor maxscor Observed SD: 18.087765 Latent SD: 19.198945 SD of Error: 16.580358 ------------------------------------------------------------------------------- | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.59997 9.125 0.000 2.7300 0.0833 0.1422 1.7063 bydaded | 2.28030 13.827 0.000 4.3066 0.1188 0.2243 1.8886 byincome | 0.04837 6.999 0.000 1.8850 0.0025 0.0982 38.9735 black | -10.00190 -12.801 0.000 -3.0176 -0.5210 -0.1572 0.3017 hispanic | -5.78576 -7.706 0.000 -1.7864 -0.3014 -0.0930 0.3088 pctlunch | -0.08115 -7.229 0.000 -1.8331 -0.0042 -0.0955 22.5886 ------------------------------------------------------------------------------- . listcoef, con intreg (N=5698): Unstandardized and Standardized Estimates LHS vars: minscor maxscor Observed SD: 18.087765 Latent SD: 19.198945 SD of Error: 16.580358 ------------------------------------------------------------------------------- | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.59997 9.125 0.000 2.7300 0.0833 0.1422 1.7063 bydaded | 2.28030 13.827 0.000 4.3066 0.1188 0.2243 1.8886 byincome | 0.04837 6.999 0.000 1.8850 0.0025 0.0982 38.9735 black | -10.00190 -12.801 0.000 -3.0176 -0.5210 -0.1572 0.3017 hispanic | -5.78576 -7.706 0.000 -1.7864 -0.3014 -0.0930 0.3088 pctlunch | -0.08115 -7.229 0.000 -1.8331 -0.0042 -0.0955 22.5886 _cons | 91.72466 140.856 0.000 ------------------------------------------------------------------------------- . listcoef, std con intreg (N=5698): Unstandardized and Standardized Estimates LHS vars: minscor maxscor Observed SD: 18.087765 Latent SD: 19.198945 SD of Error: 16.580358 ------------------------------------------------------------------------------- | b t P>|t| bStdX bStdY bStdXY SDofX -------------+----------------------------------------------------------------- bymomed | 1.59997 9.125 0.000 2.7300 0.0833 0.1422 1.7063 bydaded | 2.28030 13.827 0.000 4.3066 0.1188 0.2243 1.8886 byincome | 0.04837 6.999 0.000 1.8850 0.0025 0.0982 38.9735 black | -10.00190 -12.801 0.000 -3.0176 -0.5210 -0.1572 0.3017 hispanic | -5.78576 -7.706 0.000 -1.7864 -0.3014 -0.0930 0.3088 pctlunch | -0.08115 -7.229 0.000 -1.8331 -0.0042 -0.0955 22.5886 _cons | 91.72466 140.856 0.000 ------------------------------------------------------------------------------- . log close log: C:\~SLJF\makeverifyfiles\spostverify\done\listcoefverify.log log type: text closed on: 25 Mar 2001, 14:18:16 -------------------------------------------------------------------------------