The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 682 LR chi2(22) = 412.21 Prob > chi2 = 0.0000 Log likelihood = -507.69272 Pseudo R2 = 0.2887 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | .1881388 .0778246 -4.04 0.000 .0836324 .4232359 _Iretnat_3 | 2.236224 .7505987 2.40 0.016 1.158259 4.317426 age | .9795756 .0093365 -2.17 0.030 .9614462 .9980468 male | 1.234805 .3171904 0.82 0.412 .746356 2.042917 edulevel | .8040335 .1198327 -1.46 0.143 .6003597 1.076804 notrelig | 1.535172 .3506016 1.88 0.061 .9812056 2.401894 urban | 1.444769 .258647 2.06 0.040 1.017217 2.052027 occupa2 | .4564741 .1471878 -2.43 0.015 .2426333 .8587799 occupa3 | 1.359099 .4822726 0.86 0.387 .6779605 2.724568 demsat | 1.835687 .3025746 3.69 0.000 1.328911 2.535721 lrself | .3739832 .0355869 -10.34 0.000 .3103523 .4506603 -------------+---------------------------------------------------------------- 40 | _Iretnat_1 | .6509156 .2085859 -1.34 0.180 .3473418 1.21981 _Iretnat_3 | 2.378196 .7373233 2.79 0.005 1.295226 4.366663 age | .9985212 .007973 -0.19 0.853 .9830161 1.014271 male | 1.083663 .2380043 0.37 0.714 .7046044 1.666645 edulevel | 1.12462 .1256632 1.05 0.293 .9034286 1.399966 notrelig | 1.351943 .2721877 1.50 0.134 .91114 2.006002 urban | .7849593 .1193629 -1.59 0.111 .5826547 1.057506 occupa2 | .6802563 .1822603 -1.44 0.150 .4023566 1.150096 occupa3 | 1.27399 .4046243 0.76 0.446 .6836301 2.374166 demsat | 1.588318 .2279747 3.22 0.001 1.198844 2.104322 lrself | .5738336 .0424649 -7.51 0.000 .4963583 .6634019 ------------------------------------------------------------------------------ (Outcome vote==con is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [labor]_Iretnat_1 = 0 ( 2) [40]_Iretnat_1 = 0 ( 3) [labor]_Iretnat_3 = 0 ( 4) [40]_Iretnat_3 = 0 chi2( 4) = 60.44 Prob > chi2 = 0.0000 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 174 25.51 25.51 40 | 174 25.51 51.03 con | 334 48.97 100.00 ------------+----------------------------------- Total | 682 100.00 >9 1 1 1 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 4.02e-12 .255132 .2734319 .3234448 .2228036 .2892315 .337422 .1256918 40 3.75e-07 .255132 .2607681 .2782807 .2231002 .2229331 .3114821 .2429594 60 . .4897361 .4657999 .3982745 .5540962 .4878354 .3510959 .6313488 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .2734319 .2563931 .0471112 .1714976 .3544389 40 .2607681 .2569126 .0582961 .154716 .3814765 60 .4657999 .4866942 .0518528 .3860253 .587719 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3234448 .0976836 .0426227 .0212616 .1883212 40 .2782807 .0325959 .0495259 -.0615541 .134628 60 .3982745 -.1302795 .0523739 -.2370719 -.0323045 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2228036 -.0720484 .0512468 -.1774402 .0242931 40 .2231002 -.0596849 .0536901 -.1651014 .0472356 60 .5540962 .1317333 .0508235 .0381995 .2360873 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .337422 .0469784 .0459329 -.0401745 .1409751 40 .3114821 .0895408 .0526021 -.0147257 .1924552 60 .3510959 -.1365192 .0514968 -.2424256 -.0420115 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .1256918 -.1560066 .0524494 -.2661406 -.0608722 40 .2429594 .018475 .0555361 -.0956489 .1254017 60 .6313488 .1375316 .0541568 .0352348 .2471488 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .2582567 .0463952 .1753397 .355517 40 .2597659 .0560121 .1615139 .3796142 60 .4905387 .0512774 .3909795 .5901112 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0984073 .042924 .0210747 .1890605 40 .0384564 .0478379 -.0547382 .1346659 60 -.1324586 .0503129 -.2397083 -.0422889 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0793697 .0502986 -.1826113 .0156606 40 -.0618743 .0511299 -.1622426 .0401976 60 .1337 .050032 .0439469 .2389396 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0503961 .0452336 -.0369535 .1423666 40 .0716994 .0509376 -.0306681 .1717096 60 -.1391115 .0506927 -.244297 -.0475896 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.15629 .051709 -.2649268 -.0635954 40 -.0261415 .0491623 -.1250031 .0691074 60 .1323724 .0510223 .0407593 .2416065