The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 501 LR chi2(39) = 646.37 Prob > chi2 = 0.0000 Log likelihood = -241.15881 Pseudo R2 = 0.5727 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | 1.296518 1.450933 0.23 0.817 .1446104 11.62406 _Iretnat_3 | 1.873501 1.361266 0.86 0.388 .4510035 7.782659 age | .9698719 .0169448 -1.75 0.080 .9372229 1.003658 male | 1.695969 .9572545 0.94 0.349 .5610153 5.126972 income | 1.214219 .3243728 0.73 0.467 .7192881 2.049706 edulevel | .7089557 .2152385 -1.13 0.257 .3910163 1.285415 notrelig | .9319824 .5749656 -0.11 0.909 .2781494 3.122751 urban | 1.025496 .3505289 0.07 0.941 .5247848 2.003948 occupa2 | .7559571 .5969161 -0.35 0.723 .1608328 3.553201 occupa3 | .4846113 .3468842 -1.01 0.312 .1191529 1.970981 demsat | 3.474881 1.208851 3.58 0.000 1.757202 6.871606 lrself | .0670641 .0161292 -11.24 0.000 .0418574 .1074505 eusup | .2199816 .1059112 -3.15 0.002 .0856192 .5651992 -------------+---------------------------------------------------------------- pasok | _Iretnat_1 | .9094778 .5591644 -0.15 0.877 .2725568 3.03478 _Iretnat_3 | 2.719872 1.314238 2.07 0.038 1.054992 7.012095 age | .9828852 .0115536 -1.47 0.142 .9604995 1.005793 male | 2.677955 1.089659 2.42 0.015 1.206284 5.94507 income | 1.337836 .2475377 1.57 0.116 .9309069 1.922646 edulevel | .6828299 .1380863 -1.89 0.059 .4593852 1.014958 notrelig | .4744753 .2743928 -1.29 0.197 .1527415 1.473907 urban | 1.119908 .2616787 0.48 0.628 .7084181 1.770414 occupa2 | .4598171 .2586131 -1.38 0.167 .1527029 1.384596 occupa3 | .4959135 .2595381 -1.34 0.180 .1777978 1.383201 demsat | 2.590061 .6371038 3.87 0.000 1.599305 4.194583 lrself | .2118057 .0384489 -8.55 0.000 .1483953 .3023121 eusup | .3819114 .1317131 -2.79 0.005 .194268 .7507994 -------------+---------------------------------------------------------------- greens | _Iretnat_1 | .7486451 .6809571 -0.32 0.750 .1259027 4.451608 _Iretnat_3 | .63554 .4363691 -0.66 0.509 .1654619 2.441112 age | .9371659 .0215044 -2.83 0.005 .8959517 .9802759 male | 2.60635 1.594749 1.57 0.117 .7856106 8.646854 income | .8392961 .232148 -0.63 0.526 .4880611 1.443299 edulevel | 1.504176 .4721054 1.30 0.193 .813089 2.782656 notrelig | 1.488654 .8771776 0.68 0.500 .4690616 4.724519 urban | 1.375263 .5042358 0.87 0.385 .6703406 2.821474 occupa2 | .5851857 .6252051 -0.50 0.616 .0720909 4.750145 occupa3 | 3.538766 3.447271 1.30 0.195 .5243944 23.88061 demsat | 2.603246 .92972 2.68 0.007 1.292761 5.242184 lrself | .2355539 .0619283 -5.50 0.000 .1407036 .3943443 eusup | .5698244 .2856755 -1.12 0.262 .2133045 1.522236 ------------------------------------------------------------------------------ (Outcome vote==newdem is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0 ( 2) [pasok]_Iretnat_1 = 0 ( 3) [greens]_Iretnat_1 = 0 ( 4) [exleft]_Iretnat_3 = 0 ( 5) [pasok]_Iretnat_3 = 0 ( 6) [greens]_Iretnat_3 = 0 chi2( 6) = 10.86 Prob > chi2 = 0.0929 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 59 11.78 11.78 pasok | 202 40.32 52.10 greens | 24 4.79 56.89 newdem | 216 43.11 100.00 ------------+----------------------------------- Total | 501 100.00 >.98 .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 .6669517 .1177645 .1177645 .1154877 .1260728 .119908 .113112 .1411305 20 .0325452 .4031936 .4031936 .4233026 .3278117 .3320537 .4376996 .3167069 50 .8039659 .0479042 .0479042 .0416842 .0809744 .0835346 .037395 .0689233 60 . .4311377 .4311377 .4195255 .4651412 .4645037 .4117934 .4732393 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1177645 .1203006 .0416007 .054967 .2114423 20 .4031936 .3954054 .0732038 .2577611 .535791 50 .0479042 .0557343 .0400164 .0112156 .1575223 60 .4311377 .4285597 .0470333 .3431213 .5207994 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1154877 -.0049048 .022335 -.0525772 .0376048 20 .4233026 .0505947 .0508979 -.0434377 .1574093 50 .0416842 -.0178317 .0355505 -.0985198 .041016 60 .4195255 -.0278582 .0427451 -.1204207 .0511063 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1260728 .0102114 .048884 -.0805009 .1164829 20 .3278117 -.1003018 .0780467 -.2643536 .0436917 50 .0809744 .0468436 .0551395 -.0310329 .1794645 60 .4651412 .0432469 .0472321 -.0368383 .1509335 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .113112 -.0063279 .0364147 -.0836331 .0623168 20 .4376996 .1103154 .0676257 -.0091569 .254779 50 .037395 -.0522027 .0461941 -.1677433 .0031022 60 .4117934 -.0517847 .0452468 -.155104 .0229679 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1411305 .0205172 .0645409 -.0978371 .1673314 20 .3167069 -.0161845 .0859216 -.1920216 .1570999 50 .0689233 -.0123657 .0595002 -.1358208 .1129051 60 .4732393 .008033 .0493776 -.0900615 .1136152 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1223912 .0418306 .0573199 .214738 20 .4053655 .0677226 .2808884 .5433327 50 .0581566 .0413541 .0119718 .1635 60 .4330854 .0451516 .3532215 .5243402 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 -.0062278 .0233234 -.0586537 .0369175 20 .1078107 .0535912 .0099022 .2178838 50 -.0057051 .0385808 -.0844383 .0657829 60 -.0267098 .0388848 -.1094639 .0422063 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0130906 .0474595 -.0717132 .1173686 20 -.1727599 .0638978 -.2989059 -.0559928 50 .0206697 .044394 -.0487113 .1190283 60 .0433544 .0447737 -.0276853 .1443442 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 -.0088249 .0353409 -.0854297 .0538762 20 .2023853 .0614284 .0928135 .3242829 50 -.0330213 .0396791 -.128076 .0190302 60 -.0535849 .0421494 -.1500992 .0091881 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0210936 .0635409 -.0958133 .1662236 20 -.0417976 .0667176 -.1765964 .0847444 50 -.0261091 .0482685 -.1332517 .0599477 60 .0044809 .0473334 -.0907618 .1025094