The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 616 LR chi2(52) = 628.39 Prob > chi2 = 0.0000 Log likelihood = -594.62601 Pseudo R2 = 0.3457 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pcf-psu | _Iretnat_1 | .9000746 .4716709 -0.20 0.841 .3222692 2.513843 _Iretnat_3 | 1.567973 .5016645 1.41 0.160 .8375315 2.935458 age | .9903722 .0122329 -0.78 0.433 .9666841 1.014641 male | .9272349 .2785339 -0.25 0.801 .5146306 1.670644 income | .7745763 .1412172 -1.40 0.161 .5418475 1.107264 edulevel | .9422594 .1310195 -0.43 0.669 .7174843 1.237452 relig | .9022157 .10576 -0.88 0.380 .7170185 1.135247 urban | 1.074027 .2163049 0.35 0.723 .7237469 1.593838 occupa2 | .9379965 .3607007 -0.17 0.868 .4414453 1.993083 occupa3 | 1.761387 .7949455 1.25 0.210 .7272644 4.265965 demsat | 1.38366 .2837978 1.58 0.113 .9256404 2.068314 lrself | .563025 .0677258 -4.78 0.000 .4447719 .7127184 eusup | .6799946 .1010124 -2.60 0.009 .5082303 .9098094 -------------+---------------------------------------------------------------- green | _Iretnat_1 | 1.773129 1.360211 0.75 0.455 .3942417 7.974766 _Iretnat_3 | 1.980129 .8233325 1.64 0.100 .8765285 4.473226 age | .9772901 .0143954 -1.56 0.119 .9494789 1.005916 male | .6279761 .2369866 -1.23 0.218 .2997197 1.315742 income | .9667174 .2019465 -0.16 0.871 .6419249 1.455844 edulevel | 1.482012 .2453982 2.38 0.018 1.071287 2.050206 relig | .6871052 .1064259 -2.42 0.015 .5072013 .9308208 urban | .9837323 .2285455 -0.07 0.944 .6239095 1.551073 occupa2 | .5042975 .2217497 -1.56 0.120 .2130083 1.193925 occupa3 | 1.035324 .5822583 0.06 0.951 .3438484 3.11735 demsat | 1.601924 .3971557 1.90 0.057 .9853906 2.604206 lrself | 1.98423 .2914401 4.67 0.000 1.487884 2.646153 eusup | .9523657 .1921888 -0.24 0.809 .6412538 1.414417 -------------+---------------------------------------------------------------- rpr | _Iretnat_1 | .2840797 .3676505 -0.97 0.331 .0224818 3.589625 _Iretnat_3 | 2.250018 .8422999 2.17 0.030 1.080281 4.686358 age | .9984942 .0127409 -0.12 0.906 .9738323 1.023781 male | 1.555907 .5131881 1.34 0.180 .8151357 2.969868 income | 1.122812 .2068416 0.63 0.529 .7825301 1.611066 edulevel | 1.149106 .1706721 0.94 0.349 .8588841 1.537396 relig | .8100556 .117355 -1.45 0.146 .6098162 1.076046 urban | .8579428 .1730438 -0.76 0.447 .5777956 1.273921 occupa2 | .7199959 .29739 -0.80 0.426 .3204397 1.617759 occupa3 | .9106672 .4484953 -0.19 0.849 .3468571 2.39094 demsat | 1.824266 .3983647 2.75 0.006 1.189081 2.798755 lrself | 5.217471 .7926896 10.87 0.000 3.8738 7.027211 eusup | .9999237 .1798847 -0.00 1.000 .7028086 1.422645 -------------+---------------------------------------------------------------- udf | _Iretnat_1 | 2.56e-14 1.39e-07 -0.00 1.000 0 . _Iretnat_3 | 4.590834 1.878695 3.72 0.000 2.058527 10.23827 age | 1.021189 .0131508 1.63 0.103 .9957362 1.047292 male | 1.46242 .4938595 1.13 0.260 .7544339 2.834804 income | 1.238065 .2312801 1.14 0.253 .8584842 1.785478 edulevel | 1.103971 .1637799 0.67 0.505 .8254247 1.476515 relig | .8737472 .1300302 -0.91 0.364 .6526958 1.169663 urban | .7847357 .1620079 -1.17 0.240 .5235929 1.176124 occupa2 | 1.13069 .4930495 0.28 0.778 .4810254 2.657781 occupa3 | 1.472706 .741184 0.77 0.442 .5491904 3.9492 demsat | 2.14501 .4761922 3.44 0.001 1.388234 3.314333 lrself | 4.076368 .612872 9.35 0.000 3.035969 5.473303 eusup | 1.295994 .2435314 1.38 0.168 .8967122 1.873066 ------------------------------------------------------------------------------ (Outcome vote==ps-mrg is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [pcf-psu]_Iretnat_1 = 0 ( 2) [green]_Iretnat_1 = 0 ( 3) [rpr]_Iretnat_1 = 0 ( 4) [udf]_Iretnat_1 = 0 ( 5) [pcf-psu]_Iretnat_3 = 0 ( 6) [green]_Iretnat_3 = 0 ( 7) [rpr]_Iretnat_3 = 0 ( 8) [udf]_Iretnat_3 = 0 chi2( 8) = 18.42 Prob > chi2 = 0.0183 vote | Freq. Percent Cum. ------------+----------------------------------- pcf-psu | 79 12.82 12.82 ps-mrg | 233 37.82 50.65 green | 45 7.31 57.95 rpr | 144 23.38 81.33 udf | 115 18.67 100.00 ------------+----------------------------------- Total | 616 100.00