The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 459 LR chi2(60) = 496.74 Prob > chi2 = 0.0000 Log likelihood = -305.28399 Pseudo R2 = 0.4486 ------------------------------------------------------------------------------ votelist | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .9001114 .5449533 -0.17 0.862 .2747606 2.948751 _Iretnat_3 | .9674289 .4504305 -0.07 0.943 .3884217 2.409543 age | 1.003234 .0136642 0.24 0.813 .9768074 1.030376 educat | .8801146 .1266151 -0.89 0.375 .663871 1.166796 relig | .4031679 .126442 -2.90 0.004 .2180374 .7454883 occupa1 | .7396354 .3478823 -0.64 0.521 .2942125 1.859406 occupa3 | 1.109289 .7060903 0.16 0.871 .3185913 3.862387 unionhld | .4081077 .2331308 -1.57 0.117 .1332071 1.250323 lang | .5325972 .2837773 -1.18 0.237 .1874406 1.513332 urban | 1.133879 .1929983 0.74 0.460 .8122378 1.582888 demsat | .8747746 .1482406 -0.79 0.430 .6275528 1.219388 lrself | .9465174 .1198775 -0.43 0.664 .7384531 1.213205 A3020_A | 1.065945 .1732313 0.39 0.694 .7751792 1.465774 A3020_B | .7052246 .1076948 -2.29 0.022 .5228059 .9512932 A3020_C | 1.144794 .2030402 0.76 0.446 .8086466 1.620676 party_DE | .8016361 .1689253 -1.05 0.294 .5304045 1.211567 A3021_A | .893141 .1406861 -0.72 0.473 .6559039 1.216186 A3021_B | .9556165 .1367211 -0.32 0.751 .7219403 1.264929 A3021_C | 1.423292 .2478658 2.03 0.043 1.011714 2.002307 leader_DE | .9116001 .2001805 -0.42 0.673 .592771 1.401915 -------------+---------------------------------------------------------------- reg | _Iretnat_1 | 1.708797 .9922536 0.92 0.356 .5475452 5.332868 _Iretnat_3 | .6048448 .4315799 -0.70 0.481 .1493754 2.449113 age | 1.001204 .0163019 0.07 0.941 .9697573 1.03367 educat | .6392388 .1215644 -2.35 0.019 .4403416 .9279755 relig | 1.074359 .3107773 0.25 0.804 .6094311 1.893977 occupa1 | .6613436 .3771201 -0.73 0.468 .2162936 2.022137 occupa3 | 3.2747 2.469487 1.57 0.116 .7469152 14.35727 unionhld | 1.319587 .845802 0.43 0.665 .3757094 4.634724 lang | .1793587 .0934053 -3.30 0.001 .0646307 .497744 urban | 1.580553 .3284197 2.20 0.028 1.051816 2.375081 demsat | 1.312416 .2915183 1.22 0.221 .8491801 2.028352 lrself | 1.135252 .1737244 0.83 0.407 .841076 1.532319 A3020_A | .7028243 .1583408 -1.57 0.118 .4519369 1.092989 A3020_B | .5671781 .1215101 -2.65 0.008 .3727016 .863133 A3020_C | 1.08405 .236002 0.37 0.711 .707521 1.66096 party_DE | 1.883977 .4660239 2.56 0.010 1.160168 3.059358 A3021_A | 1.119852 .2446466 0.52 0.604 .7298003 1.718371 A3021_B | 1.01969 .2010593 0.10 0.921 .6928365 1.50074 A3021_C | .9729483 .2120291 -0.13 0.900 .6347347 1.491377 leader_DE | 1.13776 .2831978 0.52 0.604 .6985216 1.853198 -------------+---------------------------------------------------------------- con | _Iretnat_1 | 1.465217 .6418801 0.87 0.383 .6208819 3.457762 _Iretnat_3 | 1.426777 .5449072 0.93 0.352 .6749468 3.016078 age | 1.004221 .0108923 0.39 0.698 .9830977 1.025798 educat | 1.061086 .1231035 0.51 0.609 .8452736 1.332 relig | .9311964 .1894421 -0.35 0.726 .6249904 1.387424 occupa1 | .8613902 .3227094 -0.40 0.690 .4133401 1.795115 occupa3 | 1.327745 .6574372 0.57 0.567 .5030825 3.504208 unionhld | .3789154 .1887319 -1.95 0.051 .1427486 1.005802 lang | .7211344 .3257607 -0.72 0.469 .2975088 1.747964 urban | 1.108781 .1514029 0.76 0.450 .8484281 1.449027 demsat | .989831 .1287276 -0.08 0.937 .7671181 1.277203 lrself | 1.375437 .1437852 3.05 0.002 1.120619 1.688198 A3020_A | 1.266483 .1582887 1.89 0.059 .9913195 1.618024 A3020_B | .7466791 .0893537 -2.44 0.015 .5905712 .9440516 A3020_C | .7603998 .1023403 -2.04 0.042 .5840915 .9899268 party_DE | .8598614 .1383077 -0.94 0.348 .6273554 1.178537 A3021_A | 1.033167 .1266391 0.27 0.790 .8125231 1.313728 A3021_B | .985973 .1071747 -0.13 0.897 .7967827 1.220085 A3021_C | 1.468741 .2016763 2.80 0.005 1.122186 1.922321 leader_DE | .9299464 .1652184 -0.41 0.683 .6564923 1.317305 ------------------------------------------------------------------------------ (Outcome votelist==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0.0 ( 2) [reg]_Iretnat_1 = 0.0 ( 3) [con]_Iretnat_1 = 0.0 ( 4) [exleft]_Iretnat_3 = 0.0 ( 5) [reg]_Iretnat_3 = 0.0 ( 6) [con]_Iretnat_3 = 0.0 chi2( 6) = 3.36 Prob > chi2 = 0.7629 PARTY LIST | VOTED FOR - | DISTRICT | Freq. Percent Cum. ------------+----------------------------------- exleft | 55 11.98 11.98 soc | 204 44.44 56.43 reg | 44 9.59 66.01 con | 156 33.99 100.00 ------------+----------------------------------- Total | 459 100.00 ............................................................................................ 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 -------------------------------------------------------------------------------- 10 .9843357 .1198257 .1198257 .1172136 .1123757 20 . .4444444 .4444444 .445209 .4274666 54 .4295368 .0958606 .0958606 .0771279 .1130123 70 .5199323 .3398693 .3398693 .3604495 .3471454 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1198257 .1229192 .0603739 .0436883 .2661911 20 .4444444 .4011238 .0874873 .245683 .5691857 54 .0958606 .1271284 .056562 .0508524 .2543234 70 .3398693 .3488286 .0753439 .2158111 .4964003 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1172136 -.0021016 .0395216 -.0753696 .0818586 20 .445209 .0045685 .0632568 -.1161803 .1307221 54 .0771279 -.0294872 .0456038 -.1383491 .0419294 70 .3604495 .0270202 .0524193 -.0713963 .1327575 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1123757 -.0181176 .0434283 -.1096632 .0652984 20 .4274666 -.0183377 .0582045 -.1284553 .0996503 54 .1130123 .0235664 .0402271 -.0377335 .1197707 70 .3471454 .0128889 .0547148 -.0971194 .1180805