The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 549 LR chi2(26) = 352.10 Prob > chi2 = 0.0000 Log likelihood = -388.03323 Pseudo R2 = 0.3121 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | .3344258 .1377502 -2.66 0.008 .1491727 .7497391 _Iretnat_3 | 2.257299 .7710953 2.38 0.017 1.155628 4.409205 age | .9971487 .0102139 -0.28 0.780 .9773296 1.01737 male | 1.911024 .5407702 2.29 0.022 1.097484 3.327623 income | .8496792 .1431766 -0.97 0.334 .6106914 1.182192 edulevel | 1.016308 .1471133 0.11 0.911 .7652647 1.349706 notrelig | 1.00696 .2490213 0.03 0.978 .6201688 1.634988 urban | 1.253293 .2508744 1.13 0.259 .8465758 1.855409 occupa2 | .3488887 .121463 -3.02 0.002 .1763387 .6902817 occupa3 | 1.161924 .4835635 0.36 0.718 .5139597 2.626796 demsat | 1.430868 .2672039 1.92 0.055 .9923023 2.063265 lrself | .4250879 .0427669 -8.50 0.000 .349013 .5177448 supeu | .7558489 .0813115 -2.60 0.009 .6121612 .9332634 -------------+---------------------------------------------------------------- 40 | _Iretnat_1 | .3687803 .1356872 -2.71 0.007 .1793002 .7584983 _Iretnat_3 | 1.495857 .5013683 1.20 0.230 .7755178 2.885283 age | .9934705 .0100479 -0.65 0.517 .9739709 1.01336 male | 1.094156 .3101071 0.32 0.751 .6278134 1.9069 income | .7643141 .1279855 -1.61 0.108 .5504742 1.061223 edulevel | 1.114662 .1541191 0.79 0.432 .8500636 1.461621 notrelig | .7245895 .188887 -1.24 0.217 .43471 1.207771 urban | .7319011 .1441689 -1.58 0.113 .4974894 1.076765 occupa2 | .9035898 .3105822 -0.29 0.768 .4606765 1.772338 occupa3 | 1.590495 .6810085 1.08 0.278 .6871793 3.681244 demsat | 1.762391 .3332769 3.00 0.003 1.216566 2.553105 lrself | .6267318 .0581714 -5.03 0.000 .5224872 .7517749 supeu | .9993428 .1093198 -0.01 0.995 .8064921 1.238308 ------------------------------------------------------------------------------ (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) = 33.25 Prob > chi2 = 0.0000 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 183 33.33 33.33 40 | 100 18.21 51.55 con | 266 48.45 100.00 ------------+----------------------------------- Total | 549 100.00 > .99 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 1.91e-06 .3333333 .3317856 .375342 .262208 .3033191 .4006612 .2115784 40 .0003138 .1821494 .1853777 .2152452 .1734743 .2219612 .2243191 .1426653 60 . .4845173 .4828368 .4094128 .5643176 .4747196 .3750197 .6457563 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3317856 .3324387 .06024 .2209235 .4532888 40 .1853777 .1881136 .0627193 .0886119 .330468 60 .4828368 .4794477 .0610534 .3614126 .598054 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .375342 .0798532 .0449834 .0022255 .1773799 40 .2152452 .0568621 .0513905 -.0386742 .1657813 60 .4094128 -.1367153 .057231 -.2579 -.0314843 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .262208 -.1024988 .0591003 -.2255283 .0022017 40 .1734743 -.0141239 .0551219 -.1226556 .0979775 60 .5643176 .1166228 .052479 .0220388 .2280698 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .4006612 .0972394 .0530423 .0050607 .2071765 40 .2243191 -.0004502 .0517543 -.1050933 .1021172 60 .3750197 -.0967892 .0522573 -.2060503 -.0011455 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2115784 -.0898961 .0591304 -.217697 .0171911 40 .1426653 -.0777396 .0580051 -.1996351 .0338888 60 .6457563 .1676357 .0618722 .0548015 .2997836 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3359586 .0585833 .228008 .454571 40 .1898751 .0605179 .0923696 .3271182 60 .4854558 .058982 .3718271 .6005915 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0838753 .0446863 .007344 .1800868 40 .0711134 .053329 -.0250945 .1829372 60 -.1319827 .0547873 -.2479575 -.0350892 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.1070412 .0560448 -.2235366 -.0081806 40 -.0275583 .0518411 -.1295769 .0728247 60 .1147755 .0513969 .0249127 .2239795 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0948889 .0507087 .0059721 .200346 40 -.0156616 .0496829 -.1160943 .078846 60 -.0998354 .0510023 -.2071453 -.0095142 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.1121462 .0569698 -.2339691 -.0120998 40 -.1259676 .0559772 -.2493875 -.0314033 60 .1599391 .0591975 .0551961 .2849802