The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 337 LR chi2(39) = 301.67 Prob > chi2 = 0.0000 Log likelihood = -280.35672 Pseudo R2 = 0.3498 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- soc | _Iretnat_1 | 1.163617 .8600372 0.21 0.838 .2733259 4.953806 _Iretnat_3 | 1.700677 .7583586 1.19 0.234 .7096722 4.075548 age | .9819107 .0139133 -1.29 0.198 .9550162 1.009563 male | 2.419922 .9017724 2.37 0.018 1.165749 5.023398 income | .5607881 .1197106 -2.71 0.007 .3690576 .8521254 edulevel | .7610259 .1288443 -1.61 0.107 .54612 1.0605 notrelig | 4.206291 1.516892 3.98 0.000 2.074604 8.52832 urban | 1.1932 .2903766 0.73 0.468 .7405683 1.922477 occupa2 | 1.271893 .5946345 0.51 0.607 .5087415 3.179828 occupa3 | .8534937 .4927031 -0.27 0.784 .275309 2.645942 demsat | 1.059105 .2621519 0.23 0.817 .6520004 1.720403 dutch | .3282464 .1360284 -2.69 0.007 .1456981 .7395133 lrself | .4438534 .0515804 -6.99 0.000 .3534442 .5573886 -------------+---------------------------------------------------------------- lib | _Iretnat_1 | .5600334 .3682476 -0.88 0.378 .1543512 2.031973 _Iretnat_3 | .9411335 .3903078 -0.15 0.884 .4174842 2.121595 age | .9901605 .0138661 -0.71 0.480 .9633531 1.017714 male | 1.377482 .5079215 0.87 0.385 .6686841 2.837599 income | .7733484 .1587678 -1.25 0.211 .5171592 1.156448 edulevel | 1.00099 .1570176 0.01 0.995 .7360519 1.361292 notrelig | 2.948934 1.082741 2.95 0.003 1.435935 6.056131 urban | 1.818479 .4411817 2.46 0.014 1.130311 2.925624 occupa2 | 3.090257 1.562487 2.23 0.026 1.14713 8.324856 occupa3 | 1.500328 .9499104 0.64 0.522 .4337713 5.189336 demsat | .8003125 .2111095 -0.84 0.398 .4772285 1.342124 dutch | .422797 .1773175 -2.05 0.040 .1858425 .9618752 lrself | .8805896 .0890973 -1.26 0.209 .722187 1.073736 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .162608 .2109531 -1.40 0.161 .0127899 2.067354 _Iretnat_3 | 1.0906 .6159836 0.15 0.878 .3604933 3.299393 age | .9309519 .018248 -3.65 0.000 .8958647 .9674133 male | 2.205096 1.087744 1.60 0.109 .8385734 5.798475 income | .6084061 .1618558 -1.87 0.062 .3611988 1.024804 edulevel | 1.46324 .3147675 1.77 0.077 .9598598 2.230608 notrelig | 3.299978 1.353334 2.91 0.004 1.477168 7.372117 urban | 2.300637 .698831 2.74 0.006 1.268502 4.172585 occupa2 | .7521986 .4374529 -0.49 0.624 .240604 2.351593 occupa3 | .7926722 .6099965 -0.30 0.763 .1754108 3.582045 demsat | 1.678769 .5277227 1.65 0.099 .9065985 3.108615 dutch | .3477096 .1735655 -2.12 0.034 .1307146 .9249307 lrself | .5211754 .071908 -4.72 0.000 .397687 .683009 ------------------------------------------------------------------------------ (Outcome vote==christ is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [soc]_Iretnat_1 = 0 ( 2) [lib]_Iretnat_1 = 0 ( 3) [green]_Iretnat_1 = 0 ( 4) [soc]_Iretnat_3 = 0 ( 5) [lib]_Iretnat_3 = 0 ( 6) [green]_Iretnat_3 = 0 chi2( 6) = 4.51 Prob > chi2 = 0.6076 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 104 30.86 30.86 lib | 52 15.43 46.29 green | 43 12.76 59.05 christ | 138 40.95 100.00 ------------+----------------------------------- Total | 337 100.00 > 9 .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 retnatgets 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 .4577673 .3086053 .2997234 .3105237 .2685488 .2443167 .3139244 .3414557 40 .6539322 .1543027 .15303 .1508658 .1583059 .1733755 .1480617 .1285956 55 .3113723 .1275964 .1390299 .1438199 .1298874 .1578517 .1433443 .0473976 60 . .4094955 .4082167 .3947906 .4432578 .424456 .3946696 .4825511 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .2997234 .3061037 .0812439 .1668743 .4744013 40 .15303 .159799 .0732486 .0560413 .332315 55 .1390299 .1337341 .0619315 .0471213 .2781597 60 .4082167 .4003632 .0813679 .2488948 .5585883 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3105237 .0356261 .0641422 -.086221 .1678349 40 .1508658 -.0016705 .0641033 -.136952 .1183234 55 .1438199 .0108281 .051854 -.0995347 .1093599 60 .3947906 -.0447836 .0756997 -.1993885 .105598 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2685488 -.0368937 .0713334 -.1873129 .0938909 40 .1583059 .0070563 .0570945 -.0968924 .1321943 55 .1298874 -.0022746 .0576455 -.1058308 .1264289 60 .4432578 .032112 .0664422 -.0979782 .1688305 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3139244 .0703768 .0608992 -.0336513 .2048302 40 .1480617 -.0252643 .0520476 -.1400076 .0657693 55 .1433443 -.0195746 .050224 -.1348477 .0650175 60 .3946696 -.025538 .0565961 -.1415008 .08533 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3414557 .0805423 .098545 -.1097236 .2864081 40 .1285956 -.043573 .0764952 -.1985349 .1150946 55 .0473976 -.0914839 .0831443 -.2678287 .0776475 60 .4825511 .0545146 .0947289 -.1296723 .2546917 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3139886 .0753662 .1839497 .4718977 40 .1660951 .072122 .0603345 .3366244 55 .1380579 .062618 .0495595 .2847073 60 .4117078 .0769158 .2696205 .5640438 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0283981 .0612856 -.0899296 .1517564 40 -.0146966 .0628781 -.1496027 .1053778 55 .0141212 .0517336 -.0865737 .1174685 60 -.0429437 .0686061 -.1802226 .0938081 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.025427 .0672408 -.1640563 .1010567 40 .0185769 .05731 -.0883151 .1447916 55 -.0056347 .0552175 -.1112294 .1090445 60 .0368607 .0590248 -.0810251 .1562546 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0651621 .0553335 -.0321219 .1840032 40 -.036958 .052851 -.1559281 .0561008 55 -.0199147 .0493189 -.1299624 .069192 60 -.0293727 .0510368 -.1355 .0672189 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0929367 .0953081 -.0929659 .2934524 40 -.0341814 .0750642 -.1934134 .1196741 55 -.1022267 .0790943 -.2756863 .0311545 60 .0578459 .0828407 -.115693 .2218431