The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 600 LR chi2(24) = 315.95 Prob > chi2 = 0.0000 Log likelihood = -453.53337 Pseudo R2 = 0.2583 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- sdp_lib | _Iretnat_1 | 1.112514 .3395763 0.35 0.727 .6116321 2.023581 _Iretnat_3 | .8286725 .2272999 -0.69 0.493 .4840648 1.418608 age | 1.003762 .007242 0.52 0.603 .9896673 1.018057 male | .6348648 .1486648 -1.94 0.052 .4011967 1.004628 edulevel | 1.626321 .2961547 2.67 0.008 1.138156 2.323866 notrelig | .8455161 .1998943 -0.71 0.478 .5319655 1.343879 urban | .7719467 .1092119 -1.83 0.067 .5850092 1.018619 occupa2 | 1.335341 .3805952 1.01 0.310 .7638096 2.334529 occupa3 | 1.372614 .4533256 0.96 0.338 .7185002 2.622225 demsat | .836124 .1310508 -1.14 0.253 .6149739 1.136802 lrself | 1.4132 .1189169 4.11 0.000 1.198333 1.666595 eusup | .7576602 .1233999 -1.70 0.088 .5506042 1.04258 -------------+---------------------------------------------------------------- con | _Iretnat_1 | 3.990944 1.311008 4.21 0.000 2.09633 7.597866 _Iretnat_3 | .655323 .2255673 -1.23 0.220 .3337837 1.286606 age | .9961801 .0079638 -0.48 0.632 .9806929 1.011912 male | .3626065 .098278 -3.74 0.000 .2131733 .6167916 edulevel | .7541661 .1648328 -1.29 0.197 .4913895 1.157466 notrelig | .8598013 .2271775 -0.57 0.568 .5122628 1.443123 urban | .7585523 .1176957 -1.78 0.075 .5596474 1.02815 occupa2 | 2.025548 .6882138 2.08 0.038 1.040717 3.942326 occupa3 | 2.991947 1.132874 2.89 0.004 1.424472 6.284256 demsat | .4241496 .0810535 -4.49 0.000 .2916469 .6168516 lrself | 2.783079 .2924133 9.74 0.000 2.26512 3.419478 eusup | .8260707 .1486523 -1.06 0.288 .580554 1.175417 ------------------------------------------------------------------------------ (Outcome vote==labor is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [sdp_lib]_Iretnat_1 = 0 ( 2) [con]_Iretnat_1 = 0 ( 3) [sdp_lib]_Iretnat_3 = 0 ( 4) [con]_Iretnat_3 = 0 chi2( 4) = 37.67 Prob > chi2 = 0.0000 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 310 51.67 51.67 sdp_lib | 118 19.67 71.33 con | 172 28.67 100.00 ------------+----------------------------------- Total | 600 100.00 >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 . .5166667 .5036264 .5616454 .4489519 .5282787 .5797307 .398803 40 .5922455 .1966667 .2040293 .2251948 .1932791 .2346553 .2228314 .1716237 60 2.55e-08 .2866667 .2923443 .2131598 .3577691 .2370661 .1974379 .4295733 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .5036264 .5106231 .0638059 .3843128 .6321475 40 .2040293 .2019483 .0597734 .1039718 .3358474 60 .2923443 .2874285 .0508394 .195612 .3925529 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .5616454 .0904654 .0506707 -.0063907 .1952916 40 .2251948 .0340691 .0489342 -.0602801 .1320498 60 .2131598 -.1245346 .046272 -.2206682 -.0427579 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .4489519 -.0766567 .0508804 -.182241 .0208299 40 .1932791 -.0143187 .0470032 -.1058181 .0786683 60 .3577691 .0909754 .0409623 .0192386 .1768816 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .5797307 .0475543 .0484892 -.0448681 .1492784 40 .2228314 -.0098519 .0461056 -.1015178 .0772948 60 .1974379 -.0377024 .0378283 -.1170239 .0298582 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .398803 -.1222199 .0537271 -.2322496 -.0186304 40 .1716237 -.0572635 .0498499 -.1602207 .0388757 60 .4295733 .1794834 .0513671 .0899004 .2864035 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .515218 .0612308 .3950121 .633176 40 .203749 .0580597 .1081384 .3337639 60 .2901902 .0510281 .1991244 .3966152 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0894315 .047038 .0022067 .1860413 40 .0347524 .0452458 -.0506358 .1268487 60 -.1239915 .045817 -.2202201 -.0409444 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0794046 .047186 -.1751167 .0083908 40 -.0217643 .0439174 -.1088366 .0633934 60 .0899014 .0410375 .0168736 .1772968 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0435183 .0455155 -.0408523 .1344874 40 -.0114402 .0442989 -.1000278 .072506 60 -.0355619 .0380101 -.1159311 .0326782 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.130234 .0495345 -.2333913 -.0377112 40 -.0695123 .0444521 -.1649566 .0110297 60 .180269 .0511506 .0885448 .2884545