The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 1604 LR chi2(36) = 736.84 Prob > chi2 = 0.0000 Log likelihood = -1823.8042 Pseudo R2 = 0.1681 ------------------------------------------------------------------------------ votelist | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- soc | _Iretnat_1 | .7399135 .1307957 -1.70 0.088 .5232542 1.046283 _Iretnat_3 | .8495235 .2185552 -0.63 0.526 .513084 1.406573 relig | .9028821 .0924347 -1.00 0.318 .7387326 1.103506 male | .7670431 .1285838 -1.58 0.114 .5522402 1.065397 educat | .8230523 .0569597 -2.81 0.005 .7186538 .9426168 age | 1.018105 .0063611 2.87 0.004 1.005714 1.03065 lang | 1.048472 .0351954 1.41 0.159 .981711 1.119774 demsat | .9488611 .0751187 -0.66 0.507 .812485 1.108128 lrself | .5435377 .0266542 -12.43 0.000 .4937283 .598372 occupa1 | 1.321509 .2734381 1.35 0.178 .8809378 1.982418 occupa3 | .5541248 .1230108 -2.66 0.008 .3586314 .8561834 unionhld | 2.125005 .3644052 4.40 0.000 1.518421 2.973909 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .5559187 .0947873 -3.44 0.001 .397994 .7765081 _Iretnat_3 | .6767295 .1712556 -1.54 0.123 .4121042 1.111279 relig | 1.069373 .1079698 0.66 0.506 .8773786 1.30338 male | .5437074 .0863444 -3.84 0.000 .3982802 .7422356 educat | 1.184019 .0808015 2.48 0.013 1.035785 1.353466 age | .9909641 .0059661 -1.51 0.132 .9793394 1.002727 lang | 1.039029 .0334208 1.19 0.234 .9755476 1.106642 demsat | 1.172032 .0873207 2.13 0.033 1.012796 1.356304 lrself | .5863574 .0275894 -11.35 0.000 .5347015 .6430035 occupa1 | .7591062 .1791454 -1.17 0.243 .4779947 1.205541 occupa3 | .81617 .1568365 -1.06 0.290 .5600315 1.189457 unionhld | 1.481854 .2376366 2.45 0.014 1.082189 2.029121 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 1.003331 .1489264 0.02 0.982 .750065 1.342115 _Iretnat_3 | 1.064996 .2405711 0.28 0.780 .6840226 1.658155 relig | 1.981839 .2003138 6.77 0.000 1.625674 2.416035 male | .7708953 .1105448 -1.81 0.070 .5820159 1.021071 educat | 1.104992 .0627762 1.76 0.079 .9885558 1.235143 age | 1.029548 .0054952 5.46 0.000 1.018834 1.040375 lang | .8396378 .025652 -5.72 0.000 .7908364 .8914507 demsat | .8413664 .058192 -2.50 0.013 .7347049 .9635125 lrself | .9794728 .0389808 -0.52 0.602 .9059756 1.058932 occupa1 | 1.538213 .2917044 2.27 0.023 1.060708 2.230679 occupa3 | .7283534 .1282113 -1.80 0.072 .5158292 1.028438 unionhld | 1.692905 .2443862 3.65 0.000 1.275716 2.246526 ------------------------------------------------------------------------------ (Outcome votelist==lib is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [soc]_Iretnat_1 = 0.0 ( 2) [green]_Iretnat_1 = 0.0 ( 3) [christ]_Iretnat_1 = 0.0 ( 4) [soc]_Iretnat_3 = 0.0 ( 5) [green]_Iretnat_3 = 0.0 ( 6) [christ]_Iretnat_3 = 0.0 chi2( 6) = 15.38 Prob > chi2 = 0.0175 PARTY LIST | VOTED FOR - | DISTRICT | Freq. Percent Cum. ------------+----------------------------------- soc | 314 19.58 19.58 lib | 496 30.92 50.50 green | 332 20.70 71.20 christ | 462 28.80 100.00 ------------+----------------------------------- Total | 1604 100.00 > .95 .95 .96 .96 .96 .97 .97 .97 .98 .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 -------------------------------------------------------------------------------- 20 .2311259 .1957606 .1990879 .2011077 .1924256 .2042445 .1975646 .1899663 40 . .3092269 .3115797 .3047892 .3306431 .2905891 .3141209 .3362675 55 .0021641 .2069825 .2049957 .2084596 .1792293 .2393048 .1885752 .1712374 60 .9596294 .2880299 .2843368 .2856435 .297702 .2658616 .2997393 .3025287 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .1990879 .1999096 .0327418 .1416704 .2691325 40 .3115797 .3003317 .0398224 .2269469 .3809366 55 .2049957 .2005782 .0326366 .1423038 .2691923 60 .2843368 .2991804 .0390427 .2264344 .3784056 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .2011077 .0003827 .0239349 -.0440176 .0504944 40 .3047892 -.0079426 .0339083 -.0714808 .0578583 55 .2084596 .0093689 .0259276 -.0396118 .0601778 60 .2856435 -.001809 .0322375 -.0688116 .0591464 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .1924256 -.0116489 .023949 -.0607029 .0335312 40 .3306431 .0293217 .0292663 -.0264633 .085357 55 .1792293 -.0424765 .0242098 -.0930073 -.0002879 60 .297702 .0248036 .0276289 -.0260191 .0827998 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1975646 -.0089833 .0268481 -.0584153 .0485195 40 .3141209 .024221 .0402772 -.0499739 .1047788 55 .1885752 -.0471278 .0299442 -.1086245 .0070251 60 .2997393 .0318902 .0367665 -.0443279 .1036535 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .1899663 -.0135757 .021372 -.0565296 .0271377 40 .3362675 .0439763 .0264662 -.0054202 .0951371 55 .1712374 -.068667 .0223655 -.1176548 -.0321249 60 .3025287 .0382664 .0261925 -.0089936 .0930852 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .2031323 .0328553 .1442884 .272252 40 .3025872 .0390327 .2298677 .3827547 55 .202389 .0332937 .1432337 .2727484 60 .2982249 .0382053 .2274459 .3767468 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0033295 .0260513 -.0430188 .0585744 40 -.0096 .0316067 -.0663204 .0574204 55 .0076439 .0266074 -.0407615 .0624549 60 .0002868 .031942 -.0573142 .0670026 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0095206 .0239212 -.0611482 .031874 40 .0309929 .0271103 -.0270599 .079249 55 -.0402723 .0237693 -.0911937 .0005605 60 .0235476 .0255983 -.0313686 .0692286 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -.0042091 .0316949 -.0621069 .062104 40 .0212549 .0382982 -.0485555 .1012421 55 -.050308 .0322181 -.111417 .0125193 60 .0344347 .0385801 -.0360349 .1137618 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0127723 .0200673 -.0567179 .0210661 40 .0440847 .0239657 -.0077696 .0862702 55 -.0676718 .0214541 -.1155238 -.0321619 60 .0366968 .0233508 -.0137374 .0780652