The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 477 LR chi2(36) = 341.44 Prob > chi2 = 0.0000 Log likelihood = -276.53437 Pseudo R2 = 0.3817 ------------------------------------------------------------------------------ prestri | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- democrat | _Iretnat_1 | .7511448 .6472367 -0.33 0.740 .1387623 4.066081 _Iretnat_3 | .2087508 .1042452 -3.14 0.002 .0784438 .5555178 age | .989839 .0098342 -1.03 0.304 .9707508 1.009303 educ | .8224752 .1649035 -0.97 0.330 .5552131 1.218389 income | 1.003519 .1602417 0.02 0.982 .7338482 1.372288 occupB1 | 2.185616 .815901 2.09 0.036 1.051517 4.542882 occupB3 | 2.12607 1.135854 1.41 0.158 .7461439 6.058046 union | 1.70355 .580878 1.56 0.118 .8731951 3.32352 female | 1.339484 .4306638 0.91 0.363 .7132857 2.515425 black | 8.802737 6.789501 2.82 0.005 1.941292 39.91578 church | 1.008301 .1509313 0.06 0.956 .7519252 1.352089 south | .7985421 .272144 -0.66 0.509 .4094562 1.557357 pid | .4261536 .0431579 -8.42 0.000 .3494317 .5197206 libcon | .6656923 .0861514 -3.14 0.002 .5165522 .8578925 abort96 | 1.093222 .1761659 0.55 0.580 .7971549 1.499251 defspd96 | .8136064 .0937285 -1.79 0.073 .6491645 1.019703 trust | 1.896822 .4654882 2.61 0.009 1.172568 3.068422 efficacy | .6413038 .1454074 -1.96 0.050 .4112111 1.000145 -------------+---------------------------------------------------------------- major third | _Iretnat_1 | .5418995 .5741192 -0.58 0.563 .0679371 4.322452 _Iretnat_3 | .1897398 .1095608 -2.88 0.004 .061186 .5883894 age | .963283 .0127137 -2.83 0.005 .9386841 .9885266 educ | .9748715 .230588 -0.11 0.914 .6132128 1.549828 income | 1.407388 .2829873 1.70 0.089 .9489872 2.087215 occupB1 | 1.746692 .7944092 1.23 0.220 .7162804 4.25941 occupB3 | 2.49616 1.694057 1.35 0.178 .6600719 9.439597 union | .6556982 .2731036 -1.01 0.311 .2898489 1.483325 female | .6997982 .2796435 -0.89 0.372 .3197626 1.531503 black | 2.320751 2.951785 0.66 0.508 .191857 28.07241 church | .8641125 .1644527 -0.77 0.443 .5950792 1.254775 south | .2449146 .1234319 -2.79 0.005 .0912067 .6576621 pid | .7275086 .0837058 -2.76 0.006 .5806313 .9115401 libcon | .6540771 .1027992 -2.70 0.007 .4806715 .89004 abort96 | 1.608025 .3502849 2.18 0.029 1.049231 2.46442 defspd96 | .7643099 .1074839 -1.91 0.056 .5801845 1.006869 trust | .9408296 .2765909 -0.21 0.836 .5287732 1.673988 efficacy | .823189 .2233923 -0.72 0.473 .4836213 1.401179 ------------------------------------------------------------------------------ (Outcome prestri==republican is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [democrat]_Iretnat_1 = 0.0 ( 2) [major third]_Iretnat_1 = 0.0 ( 3) [democrat]_Iretnat_3 = 0.0 ( 4) [major third]_Iretnat_3 = 0.0 chi2( 4) = 13.76 Prob > chi2 = 0.0081 prestri | Freq. Percent Cum. ------------+----------------------------------- republican | 262 54.93 54.93 democrat | 163 34.17 89.10 major third | 52 10.90 100.00 ------------+----------------------------------- Total | 477 100.00 > 1 These are the following stats: test: test that the coeffcients on retnat are jointly 0 in each equation seperately freq: the sample frequencies of people voting for each party pred-value: mean predicted probability of voting for each party, for the sample worse: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one category party test freq pv worse better all_neutral all_worse all_better -------------------------------------------------------------------------------- 3 . .5492662 .5347928 .558107 .3500873 .343513 .5663413 .4004798 4 .00268 .3417191 .3474193 .3314805 .4518792 .4513245 .326129 .4494202 5 .0104159 .1090147 .1177879 .1104125 .1980335 .2051625 .1075297 .1501 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 3 .5347928 .5442611 .078097 .3984713 .6832366 4 .3474193 .330051 .0706393 .2053831 .4645169 5 .1177879 .1256878 .0626012 .0440464 .2766166 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .558107 .1019137 .0779212 -.0377981 .2556521 4 .3314805 -.0732742 .0722958 -.2174911 .0531475 5 .1104125 -.0286395 .0681678 -.1803439 .0909875 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .3500873 -.1983578 .0911677 -.3915943 -.0513663 4 .4518792 .1148051 .0700666 -.0009665 .2613795 5 .1980335 .0835528 .0781318 -.0328995 .2535878 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .5663413 .2162055 .0907566 .0755311 .4125579 4 .326129 -.1254125 .0671789 -.2669926 -.0147376 5 .1075297 -.090793 .0746484 -.2551295 .0164213 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .4004798 .0422861 .1077392 -.1499998 .2763829 4 .4494202 .0007102 .1065779 -.1851483 .2226033 5 .1501 -.0429963 .1107394 -.2681677 .1710431 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 3 .5393216 .0769722 .3936283 .6763617 4 .3429528 .0734236 .2150631 .4845426 5 .1309165 .0709162 .0415731 .3034261 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .0975382 .0687662 -.032565 .2414055 4 -.0734968 .0647484 -.2094218 .0352005 5 -.0484309 .0698529 -.2187017 .0632478 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 -.1827596 .076578 -.3376049 -.0527608 4 .0976271 .0608534 .0015662 .2255177 5 .0525341 .0628 -.0417025 .193629 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .197943 .0758768 .0724359 .3514878 4 -.1049839 .0580028 -.2261168 -.0180503 5 -.0530466 .0563377 -.1810166 .0302474 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .0148644 .0970218 -.1869814 .209325 4 .0267231 .0943759 -.1552247 .2272987 5 .0370358 .1100719 -.1500558 .2894167