The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 978 LR chi2(30) = 1123.21 Prob > chi2 = 0.0000 Log likelihood = -435.06153 Pseudo R2 = 0.5635 ------------------------------------------------------------------------------ ptvote1 | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 1.574594 1.082033 0.66 0.509 .4094848 6.054792 _Iretnat_3 | 8.829907 3.910351 4.92 0.000 3.706798 21.03359 age | 1.016015 .0112136 1.44 0.150 .9942732 1.038233 gender | .962168 .2646004 -0.14 0.888 .5612634 1.649434 classi | .7394828 .2184079 -1.02 0.307 .4144992 1.319266 educat1 | 1.116756 .1072049 1.15 0.250 .9252215 1.347941 occupb1 | 1.994387 .6124855 2.25 0.025 1.09245 3.640972 lrselfpl | 1.478905 .1232039 4.70 0.000 1.256114 1.741213 ecoiss3 | .9945114 .203297 -0.03 0.979 .6662051 1.484607 policy3 | 2.004547 1.087244 1.28 0.200 .692363 5.803616 policy4 | 3.284844 1.273428 3.07 0.002 1.536495 7.022603 cd1feel | .3932418 .0291164 -12.61 0.000 .3401223 .4546575 cd2feel | 1.891218 .1238183 9.73 0.000 1.663464 2.150155 cd3feel | 1.085988 .078099 1.15 0.251 .943215 1.250372 cd4feel | .8739808 .0497495 -2.37 0.018 .7817161 .9771355 -------------+---------------------------------------------------------------- dem | _Iretnat_1 | .3784137 .2325364 -1.58 0.114 .1134752 1.261923 _Iretnat_3 | 2.090181 .6302813 2.44 0.014 1.157468 3.774492 age | .9935526 .010402 -0.62 0.537 .9733729 1.014151 gender | .6428596 .1612438 -1.76 0.078 .3932017 1.051034 classi | 1.176917 .302739 0.63 0.527 .7108713 1.948502 educat1 | 1.065143 .1019236 0.66 0.510 .882991 1.284871 occupb1 | 1.396908 .3911346 1.19 0.233 .8069215 2.418268 lrselfpl | 1.028713 .0813608 0.36 0.720 .8809933 1.201201 ecoiss3 | 1.422951 .245568 2.04 0.041 1.014594 1.995664 policy3 | 1.7933 1.111276 0.94 0.346 .5323273 6.041255 policy4 | 1.444254 .5327327 1.00 0.319 .7009169 2.975917 cd1feel | .4964363 .0343106 -10.13 0.000 .4335445 .5684514 cd2feel | 1.119367 .063447 1.99 0.047 1.001672 1.250891 cd3feel | 1.078362 .0650898 1.25 0.211 .9580457 1.213788 cd4feel | 1.66676 .104568 8.14 0.000 1.47391 1.884843 ------------------------------------------------------------------------------ (Outcome ptvote1==lab is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [lib]_Iretnat_1 = 0.0 ( 2) [dem]_Iretnat_1 = 0.0 ( 3) [lib]_Iretnat_3 = 0.0 ( 4) [dem]_Iretnat_3 = 0.0 chi2( 4) = 37.02 Prob > chi2 = 0.0000 ptvote1 | Freq. Percent Cum. ------------+----------------------------------- lib | 400 40.90 40.90 lab | 424 43.35 84.25 dem | 154 15.75 100.00 ------------+----------------------------------- Total | 978 100.00 > .99 .99 1 These are the following stats: test: test that the coeffcients on retnat are jointly 0 in each equation sepera > tely 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) whe > n retnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) wh > en retnat gets worse by one category party test freq pv worse better all_neu > tral all_worse all_better ------------------------------------------------------------------------------- > - 1 2.11e-07 .408998 .4320667 .4484344 .3253755 .3168696 > .456083 > .376812 2 . .4335378 .4128734 .3873011 .5159357 .5055134 > .3762947 > .5348226 4 .0013656 .1574642 .1550599 .1642644 .1586888 .1776169 > .1676224 > .0883654 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% ------------------------------------------------------------------------------- > - 1 .4320667 .4046279 .0311511 .3445967 .4655142 2 .4128734 .4388097 .0404303 .3585282 .5178202 4 .1550599 .1565624 .0411058 .0861397 .2471582 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% ------------------------------------------------------------------------------- > - 1 .4484344 .0262594 .0189853 -.0115528 .0654157 2 .3873011 -.0729516 .0394634 -.1554136 .0035205 4 .1642644 .0466922 .0312935 -.0123937 .114718 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% ------------------------------------------------------------------------------- > - 1 .3253755 -.1148646 .042235 -.2055926 -.0422416 2 .5159357 .1145506 .0448993 .0329466 .2112027 4 .1586888 .0003141 .0449008 -.0790236 .0972996 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95 > % ------------------------------------------------------------------------------- > - 1 .456083 .1212527 .0410773 .053066 .2120336 2 .3762947 -.1215545 .0424283 -.2138963 -.0490354 4 .1676224 .0003018 .0403215 -.0845177 .0709318 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95 > % ------------------------------------------------------------------------------- > - 1 .376812 .045861 .0478837 -.0362817 .1553397 2 .5348226 .0368104 .0546071 -.0841213 .1447098 4 .0883654 -.0826714 .0544608 -.2039912 .0206033 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95 > % ------------------------------------------------------------------------------- > - 1 .4027974 .0306866 .3425004 .4637696 2 .4445805 .0370341 .3687053 .5165233 4 .1617377 .0396141 .0920177 .2499834 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_ > 95% ------------------------------------------------------------------------------- > - 1 .0275904 .0209744 -.0108169 .0741895 2 -.0822837 .0325744 -.1491177 -.0171273 4 .0531623 .0312664 -.0056845 .1245531 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_ > 95% ------------------------------------------------------------------------------- > - 1 -.1204551 .0386886 -.2047053 -.0528574 2 .1005596 .0356445 .030102 .1735632 4 -.0472915 .0308976 -.1153192 .0120754 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_w > s_95% ------------------------------------------------------------------------------- > - 1 .1282875 .0381653 .064019 .2126839 2 -.1153886 .0351248 -.1887034 -.0514413 4 .0326685 .0278434 -.0216219 .0939251 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt > _95% ------------------------------------------------------------------------------- > - 1 .0308609 .042593 -.0663807 .1175183 2 .0426094 .0441301 -.0592834 .1314157 4 -.090212 .037632 -.1773583 -.0248667