The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 819 LR chi2(39) = 353.94 Prob > chi2 = 0.0000 Log likelihood = -883.41432 Pseudo R2 = 0.1669 ------------------------------------------------------------------------------ prevote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- con | _Iretnat_1 | .5344006 .1153528 -2.90 0.004 .3500509 .8158358 _Iretnat_3 | .7456023 .2274764 -0.96 0.336 .410028 1.355817 age | 1.000036 .0091683 0.00 0.997 .9822273 1.018168 male | 1.036537 .2112984 0.18 0.860 .6951314 1.545619 inccat | 1.007525 .0378051 0.20 0.842 .9360872 1.084414 relgimp | .9001909 .0953919 -0.99 0.321 .7313648 1.107988 educate | 1.030651 .0564817 0.55 0.582 .9256865 1.147517 union | .9237824 .1862963 -0.39 0.694 .622172 1.371604 french | 1.780231 .4590733 2.24 0.025 1.073926 2.951061 occupC1 | .9305103 .2126748 -0.32 0.753 .5945289 1.456362 west | 1.094585 .248408 0.40 0.690 .7015776 1.707747 dstaxLIB | 1.667353 .1358831 6.27 0.000 1.421209 1.956128 dstaxCON | .5650032 .0501756 -6.43 0.000 .4747437 .672423 -------------+---------------------------------------------------------------- ndp | _Iretnat_1 | .7419891 .1889598 -1.17 0.241 .4504276 1.222278 _Iretnat_3 | 1.826137 .5906756 1.86 0.063 .9687393 3.442389 age | 1.024855 .0106465 2.36 0.018 1.004199 1.045936 male | .7650757 .180315 -1.14 0.256 .4820489 1.214277 inccat | .8957738 .0395908 -2.49 0.013 .8214432 .9768303 relgimp | .810236 .0949207 -1.80 0.072 .6440086 1.019369 educate | 1.069493 .0668344 1.08 0.282 .9462048 1.208846 union | 2.045903 .4796533 3.05 0.002 1.292185 3.239259 french | .6978966 .3018779 -0.83 0.406 .2989514 1.629227 occupC1 | 1.755076 .4915046 2.01 0.045 1.013723 3.038595 west | 2.294258 .5579029 3.41 0.001 1.424467 3.695149 dstaxLIB | 1.280538 .1210817 2.62 0.009 1.063915 1.541267 dstaxCON | 1.162486 .0999076 1.75 0.080 .9822741 1.375759 -------------+---------------------------------------------------------------- reform | _Iretnat_1 | .7825684 .1900489 -1.01 0.313 .4861896 1.259618 _Iretnat_3 | 1.685348 .5583749 1.58 0.115 .8803932 3.226281 age | 1.029337 .0102946 2.89 0.004 1.009357 1.049713 male | 1.482855 .3452198 1.69 0.091 .9395771 2.340264 inccat | .9775802 .0403325 -0.55 0.583 .9016415 1.059915 relgimp | .9205662 .1052601 -0.72 0.469 .7357432 1.151818 educate | .9775938 .0591971 -0.37 0.708 .8681901 1.100784 union | .4745447 .1126852 -3.14 0.002 .2979553 .7557934 french | .3009359 .1906736 -1.90 0.058 .0869263 1.04183 occupC1 | .652719 .1644517 -1.69 0.090 .3983521 1.069511 west | 6.766278 1.691351 7.65 0.000 4.145501 11.04391 dstaxLIB | 1.743258 .1490693 6.50 0.000 1.474259 2.061339 dstaxCON | .7972156 .0706024 -2.56 0.010 .6701813 .9483295 ------------------------------------------------------------------------------ (Outcome prevote==lib is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [con]_Iretnat_1 = 0.0 ( 2) [ndp]_Iretnat_1 = 0.0 ( 3) [reform]_Iretnat_1 = 0.0 ( 4) [con]_Iretnat_3 = 0.0 ( 5) [ndp]_Iretnat_3 = 0.0 ( 6) [reform]_Iretnat_3 = 0.0 chi2( 6) = 18.03 Prob > chi2 = 0.0062 prevote | Freq. Percent Cum. ------------+----------------------------------- lib | 358 43.71 43.71 con | 183 22.34 66.06 ndp | 118 14.41 80.46 reform | 160 19.54 100.00 ------------+----------------------------------- Total | 819 100.00 > .88 .89 .9 .9 .91 .91 .92 .93 .93 .94 .95 .95 .96 .96 .97 .98 .98 .99 .99 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 . .4371184 .4351575 .3835547 .4845872 .4042384 .3680679 .5015502 2 .0146753 .2234432 .2511998 .245033 .2262504 .2984989 .2140476 .2111035 3 .0251679 .1440781 .1367197 .1696477 .1210445 .1289378 .1942081 .1190796 4 .0737147 .1953602 .176923 .2017647 .1681178 .168325 .2236764 .1682667 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .4351575 .4228976 .0581114 .3046219 .5483658 2 .2511998 .2397703 .0518052 .138807 .3558661 3 .1367197 .1390773 .0444689 .0674901 .2527332 4 .176923 .1982549 .0435374 .122063 .3085618 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .3835547 -.0551081 .0453403 -.1662558 .0454849 2 .245033 -.0135069 .0415387 -.0958176 .0840341 3 .1696477 .0448693 .0414475 -.0471385 .1544319 4 .2017647 .0237458 .0314845 -.0306422 .1155275 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .4845872 .0763572 .0418503 -.0148446 .1760506 2 .2262504 -.0393785 .0385008 -.1324029 .0360308 3 .1210445 -.0262378 .0335179 -.1086321 .04002 4 .1681178 -.0107409 .0271624 -.0834973 .0409451 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .3680679 -.0307455 .0502416 -.1595651 .0811276 2 .2140476 -.083231 .0465964 -.1766617 .0222013 3 .1942081 .0701964 .0517767 -.0613095 .2137319 4 .2236764 .0437801 .0392995 -.0162173 .1710182 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .5015502 .09049 .0399087 .0035716 .1818469 2 .2111035 -.0740815 .0348983 -.1606937 -.0068705 3 .1190796 -.0142844 .0286834 -.0792682 .0320863 4 .1682667 -.0021241 .0238981 -.0602348 .0474097 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .4258251 .0565199 .3110598 .5513073 2 .2399708 .050146 .1462018 .3591888 3 .1404018 .0425621 .0696699 .2542366 4 .1972057 .0431625 .1193336 .3058009 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0601794 .0391631 -.1427172 .0460124 2 -.0076526 .0354927 -.080591 .0892292 3 .0459599 .0336346 -.0178868 .1408799 4 .0355303 .0321373 -.0288816 .1257713 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0731078 .0364964 -.0303673 .15276 2 -.0478916 .0339054 -.141136 .0237567 3 -.026993 .0280215 -.1095282 .0328114 4 -.0184361 .0275495 -.0999189 .0410687 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0389815 .042826 -.1252756 .0701567 2 -.07811 .0384784 -.157271 .0237327 3 .0730716 .0407532 .0074965 .1862668 4 .0622986 .037512 -.0040703 .1628519 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0850248 .035232 -.018886 .1639556 2 -.0833389 .0316676 -.1721275 -.0159987 3 -.0141918 .0248588 -.0878177 .0456194 4 -.0058883 .0257458 -.0840413 .0545321