The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 452 LR chi2(39) = 363.08 Prob > chi2 = 0.0000 Log likelihood = -405.01701 Pseudo R2 = 0.3095 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 2.460504 1.304275 1.70 0.089 .8705934 6.953972 _Iretnat_3 | .712003 .258947 -0.93 0.350 .349068 1.452291 age | 1.025901 .0136076 1.93 0.054 .9995741 1.052921 male | .5246242 .1744273 -1.94 0.052 .2734264 1.006598 income | .9799058 .1876856 -0.11 0.916 .6732092 1.426325 edulevel | 1.50344 .2613829 2.35 0.019 1.069299 2.113844 notrelig | 1.130249 .2757886 0.50 0.616 .7006083 1.823364 urban | 1.736772 .3711138 2.58 0.010 1.142505 2.640145 occupa2 | 1.590842 .6907988 1.07 0.285 .6792127 3.726047 occupa3 | .5701765 .2926612 -1.09 0.274 .2084986 1.559249 demsat | 1.685854 .3657006 2.41 0.016 1.101982 2.579082 lrself | 2.073963 .1893563 7.99 0.000 1.734143 2.480374 eusup | .8810209 .1263438 -0.88 0.377 .6651486 1.166954 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .5651386 .4584686 -0.70 0.482 .1152439 2.771354 _Iretnat_3 | .6725108 .2954056 -0.90 0.366 .2843167 1.590729 age | .9937081 .0184001 -0.34 0.733 .9582911 1.030434 male | .2044566 .0893749 -3.63 0.000 .0867985 .4816039 income | 1.007446 .2379641 0.03 0.975 .6341086 1.60059 edulevel | 2.155023 .4684825 3.53 0.000 1.40737 3.299859 notrelig | .743676 .2302812 -0.96 0.339 .4053283 1.364459 urban | .90734 .2415191 -0.37 0.715 .5385104 1.528784 occupa2 | 8.29111 5.127547 3.42 0.001 2.467154 27.86308 occupa3 | 2.120848 1.595341 1.00 0.318 .4855347 9.264009 demsat | .9626932 .2590636 -0.14 0.888 .568103 1.631356 lrself | 1.16799 .1368896 1.32 0.185 .928277 1.469606 eusup | .8533944 .1591993 -0.85 0.395 .5920516 1.230099 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 1.544847 .8152468 0.82 0.410 .549148 4.345919 _Iretnat_3 | 1.261448 .4440717 0.66 0.509 .6327291 2.514899 age | 1.034336 .0128328 2.72 0.007 1.009487 1.059796 male | .3106724 .0999862 -3.63 0.000 .1653308 .5837833 income | 1.127839 .204216 0.66 0.506 .7908993 1.608321 edulevel | 1.519655 .2492118 2.55 0.011 1.101931 2.095731 notrelig | .4790599 .1276907 -2.76 0.006 .2841234 .8077421 urban | .7110876 .1494337 -1.62 0.105 .4710258 1.073499 occupa2 | 1.580422 .6505742 1.11 0.266 .7053091 3.541332 occupa3 | .7291772 .3388782 -0.68 0.497 .2932548 1.813097 demsat | .7866177 .166863 -1.13 0.258 .5190398 1.192139 lrself | 2.107226 .1840621 8.53 0.000 1.775662 2.500702 eusup | 1.012455 .1399783 0.09 0.929 .7721322 1.327577 ------------------------------------------------------------------------------ (Outcome vote==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [lib]_Iretnat_1 = 0 ( 2) [green]_Iretnat_1 = 0 ( 3) [christ]_Iretnat_1 = 0 ( 4) [lib]_Iretnat_3 = 0 ( 5) [green]_Iretnat_3 = 0 ( 6) [christ]_Iretnat_3 = 0 chi2( 6) = 11.95 Prob > chi2 = 0.0631 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 154 34.07 34.07 lib | 98 21.68 55.75 green | 46 10.18 65.93 christ | 154 34.07 100.00 ------------+----------------------------------- Total | 452 100.00 > 97 .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 -------------------------------------------------------------------------------- 20 . .340708 .3421451 .3533082 .309802 .3403864 .3545749 .2721759 40 .0487165 .2168142 .2229795 .1899784 .293973 .2356261 .1823288 .3627469 55 .6009076 .1017699 .097861 .0980924 .0919016 .1234152 .093879 .0585276 60 .6692547 .340708 .3370144 .3586211 .3043235 .3005723 .3692173 .3065496 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3421451 .3124771 .067802 .1913815 .4458811 40 .2229795 .2264453 .071051 .1111055 .3753629 55 .097861 .1022888 .0508207 .0365505 .2227161 60 .3370144 .3587888 .0734631 .2296425 .5054055 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3533082 .0365431 .0510239 -.0587623 .1423493 40 .1899784 -.08311 .0616699 -.2138119 .0252058 55 .0980924 .0075271 .0451118 -.0800979 .0981924 60 .3586211 .0390399 .0538553 -.0604203 .1428088 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .309802 -.0278719 .0536994 -.1326771 .0751181 40 .293973 .0738133 .0588385 -.0336741 .1937904 55 .0919016 -.0002269 .0470509 -.0860378 .0984342 60 .3043235 -.0457145 .050664 -.1453549 .0451289 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3545749 .0107173 .0445514 -.0814025 .0921327 40 .1823288 -.0399754 .0465438 -.1327966 .04858 55 .093879 -.034701 .0408126 -.1252712 .0362172 60 .3692173 .0639591 .0472282 -.0167949 .1616313 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2721759 -.0573124 .0659495 -.19888 .0560401 40 .3627469 .1323831 .078005 .0005204 .3013077 55 .0585276 -.0670373 .0543276 -.1794297 .0349263 60 .3065496 -.0080334 .060854 -.119715 .11334 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3193379 .0625526 .2094726 .4455303 40 .2300927 .0679799 .1202937 .3727877 55 .1007966 .0479458 .0368618 .211585 60 .3621436 .0702861 .2387549 .5023636 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0267075 .0472441 -.0624631 .1164385 40 -.0778624 .055181 -.1891715 .0103605 55 .0078154 .0435134 -.0720467 .0969983 60 .0296003 .0520791 -.0723566 .1226877 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0266661 .0500118 -.1188043 .0696066 40 .0625485 .0526075 -.0235323 .1670216 55 -.005373 .0447023 -.0849921 .0834107 60 -.044278 .0501803 -.1364896 .049514 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0182695 .0442626 -.0636935 .1033481 40 -.0275736 .0462606 -.1179795 .0553333 55 -.022894 .0377547 -.1057875 .0418663 60 .064452 .0503836 -.0235928 .1638171 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0427463 .0584761 -.1490156 .0738382 40 .1297558 .0630457 .0400957 .2609714 55 -.0581392 .0525351 -.1656655 .028086 60 .0013512 .0544021 -.0876034 .1151159