The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 1516 LR chi2(28) = 1015.29 Prob > chi2 = 0.0000 Log likelihood = -1087.9772 Pseudo R2 = 0.3181 ------------------------------------------------------------------------------ prevote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lib | _Iretnat_1 | .5262177 .0920348 -3.67 0.000 .3735006 .7413778 _Iretnat_3 | 1.466362 .4092275 1.37 0.170 .8485761 2.533913 age | 1.006481 .0052654 1.23 0.217 .9962135 1.016854 male | 1.129857 .1929031 0.72 0.475 .8085298 1.578888 religfrq | .9843344 .0320689 -0.48 0.628 .9234453 1.049238 educate | 1.029454 .0430739 0.69 0.488 .9483999 1.117436 ontario | 2.311457 .5393438 3.59 0.000 1.463089 3.651749 queEng | 4.003499 1.807503 3.07 0.002 1.652489 9.699311 queFre | 1.589974 .4308742 1.71 0.087 .9348012 2.704338 BC | 2.046572 .6552523 2.24 0.025 1.092691 3.833159 atlantic | 2.208706 .5830716 3.00 0.003 1.31653 3.705482 occupC1 | 1.036813 .1911535 0.20 0.845 .722383 1.488105 nafta | 2.549963 .1215919 19.63 0.000 2.322445 2.799771 union | 1.011977 .1779019 0.07 0.946 .7170223 1.428265 -------------+---------------------------------------------------------------- ndp | _Iretnat_1 | .4727303 .0941393 -3.76 0.000 .3199673 .6984275 _Iretnat_3 | 1.890835 .5435424 2.22 0.027 1.07638 3.321554 age | .9915159 .0058763 -1.44 0.151 .9800652 1.0031 male | 1.10864 .2095148 0.55 0.585 .765469 1.605661 religfrq | .8665271 .0315872 -3.93 0.000 .8067773 .930702 educate | .9965151 .0470001 -0.07 0.941 .9085261 1.093026 ontario | 1.218911 .3038745 0.79 0.427 .7477695 1.986903 queEng | 1.522247 .768587 0.83 0.405 .5658626 4.095051 queFre | 1.12656 .3196146 0.42 0.674 .646043 1.964479 BC | 3.167205 .991314 3.68 0.000 1.714967 5.849201 atlantic | .5534773 .1760571 -1.86 0.063 .2967145 1.03243 occupC1 | .9338388 .1886 -0.34 0.735 .6285813 1.387338 nafta | 2.59378 .1421053 17.40 0.000 2.329692 2.887805 union | 1.752416 .3286209 2.99 0.003 1.213434 2.530803 ------------------------------------------------------------------------------ (Outcome prevote==con is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [lib]_Iretnat_1 = 0.0 ( 2) [ndp]_Iretnat_1 = 0.0 ( 3) [lib]_Iretnat_3 = 0.0 ( 4) [ndp]_Iretnat_3 = 0.0 chi2( 4) = 29.28 Prob > chi2 = 0.0000 prevote | Freq. Percent Cum. ------------+----------------------------------- lib | 502 33.11 33.11 con | 693 45.71 78.83 ndp | 321 21.17 100.00 ------------+----------------------------------- Total | 1516 100.00 > 95 .96 .96 .96 .97 .97 .97 .98 .98 .98 .99 .99 .99 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 -------------------------------------------------------------------------------- 1 .0000775 .3311346 .3430015 .3604342 .3236863 .3643827 .3669934 .3211888 2 . .457124 .4321536 .3677496 .4829514 .40253 .3388459 .4913406 3 3.98e-06 .2117414 .2248449 .2718162 .1933623 .2330873 .2941607 .1874705 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .3430015 .3229109 .0414687 .2493846 .4039201 2 .4321536 .463314 .0342061 .3997701 .5267475 3 .2248449 .2137751 .0364557 .1503052 .2844562 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .3604342 .0229142 .0306341 -.0298537 .0784299 2 .3677496 -.0778213 .0321885 -.1395156 -.0213178 3 .2718162 .0549071 .0290472 .0033332 .1088107 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .3236863 -.0251095 .0280518 -.0746971 .0248756 2 .4829514 .0785935 .0269482 .0341236 .1328253 3 .1933623 -.053484 .0270259 -.1040896 -.0064495 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .3669934 .0119777 .0371408 -.0501265 .0793603 2 .3388459 -.0737724 .0387417 -.1466508 -.002732 3 .2941607 .0617948 .0359382 -.003598 .1270213 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .3211888 -.0371249 .0244151 -.0811416 .0072404 2 .4913406 .0866617 .0269995 .0436791 .1412269 3 .1874705 -.0495368 .0226919 -.0940302 -.011032 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .3252255 .0371889 .2589856 .3965005 2 .4623029 .0315093 .4037498 .5205588 3 .2145979 .0339815 .1564894 .2816867 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .0082447 .0257301 -.0395402 .0508074 2 -.0731634 .0278247 -.1258433 -.0299787 3 .0462354 .024121 .002722 .090248 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 -.0339739 .0255425 -.0783597 .0173401 2 .0783725 .0232645 .0416555 .1261338 3 -.0515213 .024011 -.0948312 -.0037671 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0152558 .0296099 -.0673692 .0312819 2 -.0615871 .0331056 -.1209587 -.0110022 3 .0511329 .028548 .0022258 .1030247 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 -.0460175 .0217767 -.0856137 -.0005286 2 .0896912 .0235047 .0520541 .1395698 3 -.0450014 .0199347 -.081619 -.003859