The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 606 LR chi2(39) = 569.51 Prob > chi2 = 0.0000 Log likelihood = -473.94679 Pseudo R2 = 0.3753 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | 1.487911 .731445 0.81 0.419 .567719 3.899606 _Iretnat_3 | 1.493407 .7342159 0.82 0.415 .5697641 3.914365 age | .9648418 .016275 -2.12 0.034 .9334648 .9972734 male | 1.277389 .4916175 0.64 0.525 .6007982 2.715924 income | .8765596 .1660151 -0.70 0.487 .6047405 1.270556 edulevel | 1.506668 .2580487 2.39 0.017 1.077038 2.107675 notrelig | 2.002647 .5753813 2.42 0.016 1.140369 3.516928 urban | 1.482363 .3794724 1.54 0.124 .897541 2.448246 occupa2 | 1.450523 .73043 0.74 0.460 .5406186 3.891871 occupa3 | .4514524 .2860769 -1.26 0.209 .1303832 1.563156 demsat | 1.316368 .326824 1.11 0.268 .8091771 2.141466 lrself | .6492193 .0901135 -3.11 0.002 .4945864 .8521982 eusup | .8457289 .1574204 -0.90 0.368 .5872082 1.218064 -------------+---------------------------------------------------------------- cda | _Iretnat_1 | 1.408646 .4933776 0.98 0.328 .7090373 2.798561 _Iretnat_3 | .7149319 .2811779 -0.85 0.394 .3307447 1.545384 age | 1.02251 .0105097 2.17 0.030 1.002117 1.043317 male | 1.00062 .2777441 0.00 0.998 .5807634 1.724006 income | 1.299323 .2008708 1.69 0.090 .9596755 1.759179 edulevel | 1.063202 .1295204 0.50 0.615 .8373778 1.349926 notrelig | .2075025 .0668324 -4.88 0.000 .1103744 .3901022 urban | .6933683 .1302397 -1.95 0.051 .479819 1.00196 occupa2 | 1.22523 .4394675 0.57 0.571 .6066065 2.474731 occupa3 | 1.241644 .5495496 0.49 0.625 .5215027 2.956225 demsat | .6174639 .1241974 -2.40 0.017 .4162937 .9158477 lrself | 2.548502 .2412314 9.88 0.000 2.116965 3.068008 eusup | .8526109 .12605 -1.08 0.281 .6381302 1.13918 -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 1.669727 .6827233 1.25 0.210 .7492098 3.721238 _Iretnat_3 | .8266568 .3839565 -0.41 0.682 .3326354 2.054386 age | 1.019521 .0118837 1.66 0.097 .9964935 1.043081 male | .8564792 .272354 -0.49 0.626 .4592414 1.597322 income | 1.651311 .2853556 2.90 0.004 1.176892 2.316974 edulevel | 1.647884 .2308926 3.56 0.000 1.252163 2.168665 notrelig | 1.367527 .3725689 1.15 0.251 .8017424 2.332584 urban | .83147 .1705514 -0.90 0.368 .5562215 1.242926 occupa2 | 1.930684 .8363668 1.52 0.129 .8259868 4.512833 occupa3 | 1.483775 .8056301 0.73 0.467 .5119173 4.300671 demsat | .6006794 .1375689 -2.23 0.026 .3834412 .9409938 lrself | 3.173199 .3440658 10.65 0.000 2.56568 3.924569 eusup | .7957056 .1335172 -1.36 0.173 .5726946 1.105558 ------------------------------------------------------------------------------ (Outcome vote==pvda is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0 ( 2) [cda]_Iretnat_1 = 0 ( 3) [lib]_Iretnat_1 = 0 ( 4) [exleft]_Iretnat_3 = 0 ( 5) [cda]_Iretnat_3 = 0 ( 6) [lib]_Iretnat_3 = 0 chi2( 6) = 5.84 Prob > chi2 = 0.4409 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 45 7.43 7.43 pvda | 242 39.93 47.36 cda | 191 31.52 78.88 lib | 128 21.12 100.00 ------------+----------------------------------- Total | 606 100.00 > 8 .89 .9 .91 .92 .93 .93 .94 .95 .96 .97 .98 .98 .99 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 .6583052 .0742574 .0759054 .0769747 .0737832 .064139 .0869193 .0800421 20 . .3993399 .4115764 .44135 .3944409 .4378004 .4512606 .3784459 63 .1351817 .3151815 .3090775 .2966765 .3212597 .312483 .2765627 .3244422 70 .164713 .2112211 .2034407 .1849988 .2105162 .1855776 .1852574 .2170698 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0759054 .0717547 .0309486 .0282866 .1402634 20 .4115764 .3623802 .068427 .2366692 .489687 63 .3090775 .3494103 .066402 .2315845 .4757072 70 .2034407 .2164548 .0543412 .129583 .3307801 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0769747 .0040187 .021578 -.034703 .0486537 20 .44135 .0390847 .0531054 -.0574258 .1497913 63 .2966765 -.0203273 .0539801 -.1304673 .0846518 70 .1849988 -.0227761 .0499392 -.1208163 .0751826 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0737832 -.0020338 .0288991 -.0629043 .0502354 20 .3944409 -.0356698 .0589384 -.1534975 .0778695 63 .3212597 .0241465 .0477344 -.0663017 .1220225 70 .2105162 .0135572 .0387767 -.0576238 .0917191 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0869193 .0222606 .0249909 -.0162822 .0773422 20 .4512606 .0114365 .0564651 -.0986394 .1202057 63 .2765627 -.0354091 .0537402 -.1428848 .0705524 70 .1852574 .001712 .0479812 -.0963738 .0919786 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0800421 .0144829 .0222963 -.0290197 .0590727 20 .3784459 -.0631022 .0554919 -.1825204 .0357011 63 .3244422 .017765 .0520166 -.0808721 .1268195 70 .2170698 .0308542 .0449947 -.0562193 .1175274 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0765688 .0334304 .0298585 .1505167 20 .3732224 .0600083 .2651216 .4894507 63 .3415601 .0620215 .2330572 .463569 70 .2158153 .0526119 .1305939 .3264024 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0013562 .0235634 -.041736 .0479445 20 .0395423 .0429399 -.0380963 .1238854 63 -.0298224 .0467281 -.1192902 .0578261 70 -.0266715 .0442061 -.111631 .0570965 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0022221 .0300277 -.0603246 .0549408 20 -.0334414 .0471474 -.1258393 .0553543 63 .0312199 .045333 -.0522188 .1217458 70 .0159959 .0360766 -.0507765 .0868116 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0186441 .0280462 -.0290196 .076746 20 .0156657 .0517533 -.0849318 .1151889 63 -.0421362 .0550521 -.153299 .0601664 70 .0188195 .0471428 -.0690374 .1098595 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0133626 .0222545 -.0283066 .0587462 20 -.0534401 .040439 -.134638 .0169456 63 .0244573 .0423545 -.0547633 .1045464 70 .044326 .0367257 -.0216828 .1182007