The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 717 LR chi2(45) = 470.34 Prob > chi2 = 0.0000 Log likelihood = -572.2168 Pseudo R2 = 0.2913 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- sdp_lib | _Iretnat_1 | .4947514 .2796458 -1.24 0.213 .1634056 1.497984 _Iretnat_3 | .4418873 .1635402 -2.21 0.027 .2139372 .9127183 age | 1.01487 .0086656 1.73 0.084 .9980269 1.031997 male | .7824963 .2065143 -0.93 0.353 .4664827 1.31259 edulevel | 1.018852 .2205042 0.09 0.931 .6666383 1.557154 notrelig | 1.064251 .1751405 0.38 0.705 .7708407 1.469345 urban | .697084 .1290065 -1.95 0.051 .4850167 1.001875 pubhome | .7713445 .5055484 -0.40 0.692 .2134817 2.786994 ownhome | 1.658639 1.015676 0.83 0.409 .4994761 5.507941 unionhld | .6517698 .1799017 -1.55 0.121 .3794419 1.119549 occupa2 | 1.963532 .6169751 2.15 0.032 1.06066 3.634963 occupa3 | 2.798849 1.042529 2.76 0.006 1.348714 5.808167 demsat | .940403 .1554053 -0.37 0.710 .6802204 1.300105 lrself | 1.530349 .1451645 4.49 0.000 1.270714 1.843032 eusup | .890898 .184642 -0.56 0.577 .5934897 1.337343 -------------+---------------------------------------------------------------- greens | _Iretnat_1 | .8107187 .5820037 -0.29 0.770 .1985201 3.310823 _Iretnat_3 | .4810979 .2597805 -1.36 0.175 .1669578 1.38631 age | .9455348 .0152421 -3.47 0.001 .9161279 .9758856 male | .7669931 .2957547 -0.69 0.491 .3602183 1.633117 edulevel | 1.761943 .5033284 1.98 0.047 1.006542 3.084265 notrelig | 1.114686 .2315716 0.52 0.601 .7418546 1.67489 urban | 1.132727 .3195526 0.44 0.659 .6516188 1.969051 pubhome | .3539271 .3043352 -1.21 0.227 .0656118 1.909176 ownhome | 1.038855 .7531513 0.05 0.958 .2508703 4.301904 unionhld | .528251 .2028374 -1.66 0.097 .2488838 1.121202 occupa2 | 1.77737 .8478239 1.21 0.228 .697824 4.526993 occupa3 | 2.157156 1.197592 1.38 0.166 .726639 6.4039 demsat | 1.140177 .280664 0.53 0.594 .703788 1.847151 lrself | 1.634552 .2242399 3.58 0.000 1.249179 2.138813 eusup | .7900852 .2504028 -0.74 0.457 .4245232 1.470437 -------------+---------------------------------------------------------------- con | _Iretnat_1 | .716274 .3366881 -0.71 0.478 .2850806 1.799661 _Iretnat_3 | .3902674 .1317934 -2.79 0.005 .2013313 .7565075 age | 1.00703 .0076812 0.92 0.358 .9920875 1.022198 male | .6091142 .1467908 -2.06 0.040 .3798107 .9768554 edulevel | 1.185157 .2379962 0.85 0.398 .7995448 1.756747 notrelig | .9582957 .1531385 -0.27 0.790 .7006078 1.310763 urban | .5506918 .0934124 -3.52 0.000 .3949313 .7678841 pubhome | .3210932 .1898964 -1.92 0.055 .1007455 1.023379 ownhome | 2.138777 1.125722 1.44 0.149 .7623333 6.000484 unionhld | .3834875 .095497 -3.85 0.000 .2353873 .624769 occupa2 | 1.375811 .3776539 1.16 0.245 .8033554 2.356187 occupa3 | 1.569658 .510737 1.39 0.166 .8295452 2.970092 demsat | .4028177 .065776 -5.57 0.000 .2924934 .5547547 lrself | 2.696341 .2437664 10.97 0.000 2.258504 3.219059 eusup | .9342453 .180049 -0.35 0.724 .6403483 1.363031 ------------------------------------------------------------------------------ (Outcome vote==labor is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [sdp_lib]_Iretnat_1 = 0 ( 2) [greens]_Iretnat_1 = 0 ( 3) [con]_Iretnat_1 = 0 ( 4) [sdp_lib]_Iretnat_3 = 0 ( 5) [greens]_Iretnat_3 = 0 ( 6) [con]_Iretnat_3 = 0 chi2( 6) = 11.14 Prob > chi2 = 0.0842 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 340 47.42 47.42 sdp_lib | 86 11.99 59.41 greens | 36 5.02 64.44 con | 255 35.56 100.00 ------------+----------------------------------- Total | 717 100.00 > .98 .98 .99 .99 .99 .99 .99 .99 .99 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 . .474198 .474198 .4866098 .3782227 .3626587 .4981754 .4310543 40 .0874198 .1199442 .1199442 .1201247 .1483388 .1602844 .1163144 .102009 51 .3160857 .0502092 .0502092 .0481039 .0611471 .0605966 .0467557 .0612209 60 .0099841 .3556485 .3556485 .3451617 .4122915 .4164603 .3387545 .4057158 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .474198 .4649764 .0636351 .338804 .5858665 40 .1199442 .1248584 .0501564 .0508577 .2442619 51 .0502092 .058137 .0369526 .0138846 .1536677 60 .3556485 .3520282 .0546428 .249855 .4619347 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .4866098 .049458 .0550521 -.0571013 .1584915 40 .1201247 .0014819 .0474717 -.0976342 .0930516 51 .0481039 -.0104313 .0371332 -.0932467 .0604568 60 .3451617 -.0405086 .0545827 -.1559449 .0638777 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3782227 -.1086497 .0588214 -.2279241 .0008489 40 .1483388 .0306766 .0487377 -.0546304 .1375206 51 .0611471 .0169082 .0358775 -.0413299 .101908 60 .4122915 .061065 .0493191 -.0289407 .1669552 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .4981754 .1355152 .0552728 .0351568 .2492001 40 .1163144 -.0426605 .0458576 -.1453363 .0342911 51 .0467557 -.0188917 .0346224 -.1020656 .0346891 60 .3387545 -.073963 .0471966 -.1764056 .0107124 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .4310543 .0638477 .071281 -.073988 .2091547 40 .102009 -.0572919 .0597948 -.1841193 .0607058 51 .0612209 .0014699 .0434886 -.090567 .0948243 60 .4057158 -.0080257 .0607041 -.1299126 .1153421 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .4739215 .0578112 .3613821 .5862072 40 .1275458 .0494721 .0538742 .2451812 51 .0587095 .0366103 .0142447 .1529327 60 .3570466 .0528822 .2588974 .4639514 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0509565 .0515541 -.0501373 .1523726 40 .0042086 .0480395 -.0955533 .0956204 51 -.0054442 .0383719 -.0909037 .066615 60 -.037207 .0507466 -.1428357 .0583967 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.1086217 .0530225 -.2158927 -.0097302 40 .0281182 .0469329 -.0535982 .130882 51 .0170771 .0352667 -.0389654 .1025672 60 .0603009 .0461049 -.0234757 .1579025 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1362593 .049972 .0460161 .238923 40 -.0439279 .0444755 -.1447038 .0289772 51 -.0216787 .0345626 -.1079699 .0293799 60 -.0748137 .043883 -.1679916 .0034445 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0594065 .0642124 -.0625277 .1942982 40 -.0645348 .0581144 -.1899521 .0458728 51 -.0093969 .0430946 -.102784 .0792034 60 -.0127113 .0574645 -.1260594 .1063655