The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 527 LR chi2(36) = 641.63 Prob > chi2 = 0.0000 Log likelihood = -294.16494 Pseudo R2 = 0.5217 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .3776708 .2516391 -1.46 0.144 .1023209 1.393999 _Iretnat_3 | 1.504374 .6318831 0.97 0.331 .6604273 3.426782 age | .9936126 .0119253 -0.53 0.593 .9705122 1.017263 male | 1.230056 .4471155 0.57 0.569 .6032818 2.508014 edulevel | 1.425281 .3072063 1.64 0.100 .9341831 2.174549 notrelig | 1.0081 .6115623 0.01 0.989 .3069892 3.310425 urban | 1.164743 .1331406 1.33 0.182 .9309578 1.457236 occupa2 | .4904561 .2382864 -1.47 0.143 .1892547 1.271023 occupa3 | .6430728 .2755778 -1.03 0.303 .2776465 1.489457 demsat | 1.568236 .3858001 1.83 0.067 .9682966 2.539889 lrself | .3820649 .0556296 -6.61 0.000 .2872103 .5082463 eusup | .8248496 .2221781 -0.71 0.475 .4865177 1.398463 -------------+---------------------------------------------------------------- newdem | _Iretnat_1 | .4633655 .2845748 -1.25 0.210 .1390466 1.544141 _Iretnat_3 | 1.17808 .5384039 0.36 0.720 .4810166 2.885289 age | 1.009152 .0114997 0.80 0.424 .9868626 1.031944 male | .7533218 .2935598 -0.73 0.467 .3509766 1.616899 edulevel | 1.186096 .2588688 0.78 0.434 .773291 1.81927 notrelig | 1.41524 1.190129 0.41 0.680 .2722842 7.355934 urban | .9397839 .1153458 -0.51 0.613 .738847 1.195368 occupa2 | 1.914479 1.05716 1.18 0.240 .6486702 5.650376 occupa3 | 1.098464 .5816398 0.18 0.859 .38911 3.100984 demsat | 1.570354 .4141407 1.71 0.087 .9365158 2.633178 lrself | 7.953316 1.689361 9.76 0.000 5.244992 12.06012 eusup | 1.615459 .5490527 1.41 0.158 .8298403 3.144831 -------------+---------------------------------------------------------------- polan | _Iretnat_1 | .8284125 .5052635 -0.31 0.758 .2506592 2.737849 _Iretnat_3 | .4756914 .2493779 -1.42 0.156 .1702506 1.329113 age | .9763524 .0136722 -1.71 0.087 .9499198 1.003521 male | .4387461 .1997586 -1.81 0.070 .1797488 1.070928 edulevel | .6242099 .18802 -1.56 0.118 .3458899 1.12648 notrelig | 1.016012 1.204815 0.01 0.989 .0994307 10.38191 urban | 1.177671 .1664496 1.16 0.247 .8927238 1.553571 occupa2 | .742795 .4607007 -0.48 0.632 .220258 2.504991 occupa3 | .9529777 .5217847 -0.09 0.930 .3258544 2.787032 demsat | 2.114516 .667682 2.37 0.018 1.138766 3.926335 lrself | 3.457269 .7567315 5.67 0.000 2.251236 5.309397 eusup | .9439767 .3573587 -0.15 0.879 .4494944 1.982432 ------------------------------------------------------------------------------ (Outcome vote==pasok is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0 ( 2) [newdem]_Iretnat_1 = 0 ( 3) [polan]_Iretnat_1 = 0 ( 4) [exleft]_Iretnat_3 = 0 ( 5) [newdem]_Iretnat_3 = 0 ( 6) [polan]_Iretnat_3 = 0 chi2( 6) = 11.80 Prob > chi2 = 0.0666 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 70 13.28 13.28 pasok | 217 41.18 54.46 newdem | 209 39.66 94.12 polan | 31 5.88 100.00 ------------+----------------------------------- Total | 527 100.00 >.98 .99 .99 .99 .99 .99 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 -------------------------------------------------------------------------------- 10 .0882585 .1328273 .140177 .1595805 .1052214 .1299215 .1635853 .0766837 20 . .4117647 .4372668 .4184532 .4684772 .4302451 .4176974 .5188864 60 .2576172 .3965844 .3553642 .3668838 .3253484 .3415071 .3695101 .2933766 61 .3356167 .0588235 .067192 .0550826 .1009529 .0983264 .0492072 .1110534 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .140177 .136691 .0414081 .0712021 .2278688 20 .4372668 .4011152 .0683936 .2652864 .5258092 60 .3553642 .3947164 .0461917 .3106503 .4842101 61 .067192 .0674774 .0424463 .0164871 .1751388 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1595805 .0426618 .0419706 -.0292081 .1348763 20 .4184532 -.0459236 .0657807 -.1787288 .0792588 60 .3668838 .0346694 .0421886 -.0372689 .129292 61 .0550826 -.0314076 .0419938 -.1314582 .033669 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1052214 -.0360535 .0346421 -.1116128 .024021 20 .4684772 .0329875 .0572256 -.0757745 .1479485 60 .3253484 -.036089 .0411712 -.1281149 .0316959 61 .1009529 .039155 .043683 -.0251712 .1438243 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1635853 .030484 .0337749 -.028429 .105003 20 .4176974 -.0136457 .0543667 -.1224044 .0915604 60 .3695101 .0292784 .0386414 -.0349013 .1148996 61 .0492072 -.0461168 .0393894 -.1436895 .0054821 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0766837 -.0491447 .0401696 -.1364329 .0184526 20 .5188864 .0798172 .0695037 -.0485635 .22136 60 .2933766 -.0501885 .0507714 -.1638784 .0367126 61 .1110534 .0195159 .0542169 -.0769048 .1432016 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1384879 .0417704 .0734073 .2312964 20 .4138669 .0643737 .2925253 .5404412 60 .3999181 .0436158 .3251818 .4896563 61 .069887 .0432528 .0183691 .1812679 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0406417 .0416934 -.0302727 .1327419 20 -.0879468 .0577393 -.2022043 .0195195 60 .0432379 .0410359 -.0253471 .135564 61 -.0324818 .0418511 -.1311174 .0341149 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0339958 .0349921 -.11056 .0263786 20 .0788409 .0526573 -.0178242 .1844753 60 -.0403119 .0371304 -.1223408 .0219711 61 .0400485 .0461707 -.0287264 .1517258 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0278988 .0338606 -.0311171 .1026015 20 -.0734969 .0499946 -.173128 .0193063 60 .0418051 .0366059 -.018421 .1238186 61 -.0462973 .0418321 -.1501103 .0106723 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0489394 .040948 -.1391753 .0183279 20 .098987 .063335 -.0164495 .225635 60 -.0424184 .0441139 -.1390663 .0336598 61 .0178362 .05259 -.078404 .1365201