The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 320 LR chi2(36) = 266.87 Prob > chi2 = 0.0000 Log likelihood = -220.01648 Pseudo R2 = 0.3775 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .9607198 .482603 -0.08 0.936 .358929 2.57149 _Iretnat_3 | .5941011 .3937427 -0.79 0.432 .1620778 2.177696 age | .9982901 .015604 -0.11 0.913 .9681706 1.029347 male | 4.68413 2.488027 2.91 0.004 1.65388 13.26643 edulevel | 1.435311 .2891876 1.79 0.073 .9670417 2.13033 notrelig | .9336333 .396646 -0.16 0.872 .4060231 2.146851 urban | 1.255037 .3583439 0.80 0.426 .7171623 2.196319 occupa2 | .734466 .4369051 -0.52 0.604 .2288892 2.356775 occupa3 | 1.617663 .9524741 0.82 0.414 .5101571 5.129469 demsat | 1.452025 .3559 1.52 0.128 .8981304 2.347516 lrself | .5412657 .0969221 -3.43 0.001 .3810566 .768832 eusup | .5871844 .1606171 -1.95 0.052 .3435094 1.003715 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | .7667065 .3782813 -0.54 0.590 .2915139 2.016504 _Iretnat_3 | 2.369998 1.236706 1.65 0.098 .8522684 6.59052 age | 1.005349 .0154746 0.35 0.729 .975472 1.036141 male | .6235896 .2710161 -1.09 0.277 .2660487 1.461627 edulevel | 1.705913 .3015701 3.02 0.003 1.206374 2.412302 notrelig | .8545122 .2520266 -0.53 0.594 .479367 1.52324 urban | 1.475412 .4158389 1.38 0.168 .8491913 2.563427 occupa2 | 1.060284 .5470078 0.11 0.910 .3857284 2.914492 occupa3 | .9596204 .5810882 -0.07 0.946 .2928621 3.144386 demsat | 1.621453 .3685453 2.13 0.033 1.038561 2.531493 lrself | 2.267701 .340947 5.45 0.000 1.688917 3.044831 eusup | 1.018132 .2817371 0.06 0.948 .5919158 1.75125 -------------+---------------------------------------------------------------- pp | _Iretnat_1 | 1.470063 1.048167 0.54 0.589 .3634314 5.946336 _Iretnat_3 | 6.967056 4.71435 2.87 0.004 1.849578 26.24376 age | 1.001955 .0192793 0.10 0.919 .964872 1.040463 male | .4546672 .2608061 -1.37 0.169 .147716 1.399457 edulevel | 1.788799 .3887763 2.68 0.007 1.16832 2.738805 notrelig | .733538 .2680324 -0.85 0.396 .3584235 1.501236 urban | .8109215 .2971873 -0.57 0.567 .3953936 1.663137 occupa2 | 2.202432 1.527219 1.14 0.255 .5657946 8.573263 occupa3 | .9379045 .7820739 -0.08 0.939 .182971 4.807674 demsat | 1.309997 .3902804 0.91 0.365 .7305946 2.348898 lrself | 5.219683 1.220158 7.07 0.000 3.301159 8.25319 eusup | 1.081244 .3674022 0.23 0.818 .5555066 2.104546 ------------------------------------------------------------------------------ (Outcome vote==psoe is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0 ( 2) [christ]_Iretnat_1 = 0 ( 3) [pp]_Iretnat_1 = 0 ( 4) [exleft]_Iretnat_3 = 0 ( 5) [christ]_Iretnat_3 = 0 ( 6) [pp]_Iretnat_3 = 0 chi2( 6) = 11.75 Prob > chi2 = 0.0677 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 31 9.69 9.69 psoe | 192 60.00 69.69 christ | 49 15.31 85.00 pp | 48 15.00 100.00 ------------+----------------------------------- Total | 320 100.00 > .67 .69 .7 .72 .73 .75 .77 .78 .8 .81 .83 .84 .86 .88 .89 .91 .92 .94 .95 .97 .98 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 -------------------------------------------------------------------------------- 10 .7001021 .096875 .09102 .0795913 .1034317 .1028567 .0636152 .101625 20 . .6 .56372 .5257967 .6024998 .59523 .489638 .606017 60 .0890951 .153125 .1787462 .2037354 .1596727 .1855672 .2199505 .1425463 70 .0092477 .15 .1665137 .1908766 .1343957 .1163461 .2267963 .1498116 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .09102 .0936597 .0512097 .0254211 .224488 20 .56372 .5536447 .0885808 .3658223 .7126946 60 .1787462 .1771178 .0784944 .0614053 .3650298 70 .1665137 .1755778 .0571075 .0745128 .2930009 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0795913 -.0084056 .0454447 -.1021508 .0958538 20 .5257967 -.0396798 .0704325 -.1930849 .0997898 60 .2037354 .0281497 .055681 -.075558 .14391 70 .1908766 .0199357 .0361965 -.0523217 .0923169 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1034317 .0186022 .0391488 -.0563704 .1108738 20 .6024998 .0535745 .0684297 -.0772861 .1987882 60 .1596727 .0009407 .0698709 -.1369197 .1310654 70 .1343957 -.0731174 .0604687 -.1924629 .04455 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0636152 -.043154 .0476941 -.1669258 .0349834 20 .489638 -.0800392 .0809698 -.250427 .0709766 60 .2199505 .0196175 .0683571 -.1014351 .1610588 70 .2267963 .1035757 .0569321 .0139851 .2320971 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .101625 -.0055177 .0403049 -.1093134 .0682557 20 .606017 .0138294 .0654226 -.1250432 .1496342 60 .1425463 -.0492404 .0595641 -.1704006 .0647974 70 .1498116 .0409287 .0451727 -.0366496 .1487706 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0942521 .056097 .0247157 .2441218 20 .5415046 .0776618 .385228 .6879314 60 .1843262 .0735187 .072957 .3580238 70 .1821011 .0535077 .0914083 .2940754 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 -.0095113 .0460735 -.1088314 .0850467 20 -.0409346 .0611401 -.1707334 .0777262 60 .03088 .0538285 -.0648052 .1519913 70 .0273245 .0381059 -.0407654 .1085528 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .017636 .0451123 -.0659887 .124516 20 .0553882 .05907 -.0568526 .1808165 60 -.0334186 .0612308 -.1676133 .086867 70 -.0838169 .0627128 -.2106284 .029827 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 -.0345593 .0550199 -.1714682 .0735459 20 -.1013847 .0688855 -.2538535 .030551 60 .0310357 .0631045 -.0936405 .175125 70 .1142025 .0599106 .0233321 .2539537 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.002276 .0405109 -.0902975 .0740436 20 .0075495 .0548853 -.0991114 .1189837 60 -.0338637 .0535977 -.1497873 .0610489 70 .0319252 .0424009 -.0429949 .1266862