The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 485 LR chi2(19) = 233.99 Prob > chi2 = 0.0000 Log likelihood = -203.41106 Pseudo R2 = 0.3651 ------------------------------------------------------------------------------ hvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 2 | _Iretnat_1 | .5365498 .4354121 -0.77 0.443 .1093596 2.632468 _Iretnat_3 | 1.211718 .4572399 0.51 0.611 .5783648 2.53864 age | 1.001177 .0087353 0.13 0.893 .9842014 1.018445 educ | .972544 .1706938 -0.16 0.874 .6894656 1.371848 income | 1.524483 .2149261 2.99 0.003 1.156426 2.009683 occupB1 | 1.326752 .4484604 0.84 0.403 .6840251 2.573402 occupB3 | 1.107714 .5656379 0.20 0.841 .4071681 3.013569 presapp | .9076885 .1335213 -0.66 0.510 .6803382 1.211013 union | 1.096855 .3704503 0.27 0.784 .5658032 2.12634 female | .5032224 .1453481 -2.38 0.017 .2856955 .8863728 black | .3258841 .2299319 -1.59 0.112 .0817498 1.299092 church | 1.10454 .1296051 0.85 0.397 .8776122 1.390145 south | 1.356068 .4539148 0.91 0.363 .7036551 2.613383 pid | 1.786194 .1358539 7.63 0.000 1.538821 2.073333 libcon | 1.189046 .1354928 1.52 0.129 .9510507 1.486599 abort96 | .8853589 .1263583 -0.85 0.394 .6693234 1.171123 defspd96 | 1.351733 .1357832 3.00 0.003 1.110163 1.645868 trust | .662827 .1304295 -2.09 0.037 .4507158 .9747599 efficacy | 1.007372 .2023439 0.04 0.971 .6795398 1.493361 ------------------------------------------------------------------------------ (Outcome hvote==democrat is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [2]_Iretnat_1 = 0.0 ( 2) [2]_Iretnat_3 = 0.0 chi2( 2) = 1.34 Prob > chi2 = 0.5124 hvote | Freq. Percent Cum. ------------+----------------------------------- democrat | 304 62.68 62.68 2 | 181 37.32 100.00 ------------+----------------------------------- Total | 485 100.00 > 98 .99 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 -------------------------------------------------------------------------------- 1 . .6268041 .6259265 .6180081 .6633845 .6443598 .6171142 .7279656 2 .5124121 .3731959 .3740735 .3819919 .3366155 .3556402 .3828858 .2720344 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .6259265 .6231146 .0708913 .4914433 .7351063 2 .3740735 .3768854 .0708913 .2648937 .5085567 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .6180081 -.033731 .0531453 -.1370015 .0554434 2 .3819919 .033731 .0531453 -.0554434 .1370015 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .6633845 .0401041 .0624612 -.0685674 .1579519 2 .3366155 -.0401041 .0624612 -.1579519 .0685674 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .6171142 -.0286824 .0542847 -.1272739 .068803 2 .3828858 .0286824 .0542847 -.068803 .1272739 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .7279656 .0782478 .0833869 -.0596338 .2470915 2 .2720344 -.0782478 .0833869 -.2470915 .0596338 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .6261174 .0738943 .4896086 .7484853 2 .3738826 .0738943 .2515147 .5103914 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0290307 .0650909 -.1523375 .0781268 2 .0290307 .0650909 -.0781268 .1523375 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0332144 .0711978 -.1047561 .1634339 2 -.0332144 .0711978 -.1634339 .1047561 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0284775 .0614807 -.1464508 .0840975 2 .0284775 .0614807 -.0840975 .1464508 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0469244 .109851 -.1786107 .2225714 2 -.0469244 .109851 -.2225714 .1786107