The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 461 LR chi2(24) = 464.57 Prob > chi2 = 0.0000 Log likelihood = -202.98824 Pseudo R2 = 0.5337 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .8582586 .7094939 -0.18 0.853 .169808 4.337887 _Iretnat_3 | .9841905 .5964413 -0.03 0.979 .3000766 3.227945 age | 1.006345 .0170227 0.37 0.708 .9735279 1.040268 male | .7232265 .3549631 -0.66 0.509 .276376 1.892554 edulevel | 1.433479 .5306907 0.97 0.331 .6938513 2.96153 notrelig | 9.596869 6.625907 3.28 0.001 2.479932 37.13808 urban | .8857312 .074727 -1.44 0.150 .7507376 1.044999 occupa2 | .1732037 .1216117 -2.50 0.013 .0437423 .6858237 occupa3 | .5562739 .3490944 -0.93 0.350 .162596 1.903126 demsat | 1.404033 .5403235 0.88 0.378 .6603947 2.985045 lrself | .1801537 .049779 -6.20 0.000 .10482 .3096295 eusup | .2111248 .101656 -3.23 0.001 .0821652 .5424884 -------------+---------------------------------------------------------------- psd | _Iretnat_1 | .5096499 .2139811 -1.61 0.108 .223814 1.160531 _Iretnat_3 | .3879163 .1351795 -2.72 0.007 .1959363 .768 age | 1.039864 .0103294 3.94 0.000 1.019814 1.060308 male | .6140103 .1878965 -1.59 0.111 .3370506 1.118552 edulevel | 1.173003 .217555 0.86 0.390 .815508 1.687214 notrelig | 2.273373 1.284503 1.45 0.146 .7511456 6.880456 urban | .9407282 .0501385 -1.15 0.252 .847417 1.044314 occupa2 | .4917685 .1946998 -1.79 0.073 .2263367 1.06848 occupa3 | 1.627812 .574937 1.38 0.168 .814635 3.25271 demsat | .6271862 .1604163 -1.82 0.068 .3799124 1.035403 lrself | 4.053599 .6416377 8.84 0.000 2.972388 5.528103 eusup | 1.430274 .4423 1.16 0.247 .7801761 2.622081 ------------------------------------------------------------------------------ (Outcome vote==psp is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0.0 ( 2) [psd]_Iretnat_1 = 0.0 ( 3) [exleft]_Iretnat_3 = 0.0 ( 4) [psd]_Iretnat_3 = 0.0 chi2( 4) = 7.79 Prob > chi2 = 0.0998 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 46 9.98 9.98 psp | 228 49.46 59.44 psd | 187 40.56 100.00 ------------+----------------------------------- Total | 461 100.00 > ......... 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 re > tnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) when r > etnat gets worse by one category party test freq pv worse better -------------------------------------------------------------------------------- 10 .9801876 .0997831 .0825281 .0833167 .0805053 20 . .494577 .5104484 .5342269 .4898578 30 .0208006 .4056399 .4070235 .3824563 .4296369 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0825281 .0970609 .0333929 .0455572 .1676747 20 .5104484 .4778868 .0775908 .327233 .6187576 30 .4070235 .4250523 .0521423 .3294196 .5273455 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0833167 -.0019827 .0233814 -.0522325 .0412908 20 .5342269 .0442252 .0571796 -.0596309 .1548848 30 .3824563 -.0422425 .0410661 -.1186657 .0317759 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0805053 -.000609 .0293305 -.0570994 .0601923 20 .4898578 -.0294296 .0658872 -.1548785 .094095 30 .4296369 .0300386 .042941 -.0500953 .1081726