The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 302 LR chi2(39) = 265.34 Prob > chi2 = 0.0000 Log likelihood = -186.95319 Pseudo R2 = 0.4151 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .4498962 .2993003 -1.20 0.230 .1221343 1.657247 _Iretnat_3 | .6122333 .4142172 -0.73 0.468 .1625629 2.305751 age | .9528269 .022421 -2.05 0.040 .9098804 .9978005 male | .9047338 .541643 -0.17 0.867 .2798506 2.924929 income | .7134374 .2075066 -1.16 0.246 .4034409 1.26163 edulevel | 1.44943 .3028319 1.78 0.076 .962397 2.182932 relig | .9177243 .089808 -0.88 0.380 .7575549 1.111758 urban | .9398885 .3569789 -0.16 0.870 .446459 1.978659 occupa2 | 1.315065 .7962391 0.45 0.651 .4013893 4.308524 occupa3 | .7777734 .6287365 -0.31 0.756 .1594993 3.79269 demsat | 2.014923 .695329 2.03 0.042 1.024513 3.962774 lrself | .7208933 .1394715 -1.69 0.091 .4933882 1.053303 eusup | .8011117 .2368659 -0.75 0.453 .448763 1.430109 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | .2675259 .162525 -2.17 0.030 .0813301 .8799955 _Iretnat_3 | .6221518 .3572495 -0.83 0.409 .2018938 1.917211 age | 1.009673 .0158599 0.61 0.540 .9790621 1.041242 male | 1.868596 .9599114 1.22 0.224 .6827268 5.114273 income | .4817547 .1235452 -2.85 0.004 .2914316 .7963707 edulevel | 1.367153 .2749791 1.55 0.120 .9217488 2.027783 relig | 1.227322 .1246864 2.02 0.044 1.005734 1.497732 urban | 1.171836 .3644015 0.51 0.610 .6370472 2.155568 occupa2 | 1.880236 1.003155 1.18 0.237 .6608058 5.349962 occupa3 | .451015 .3327451 -1.08 0.280 .1062186 1.915056 demsat | .968187 .2670934 -0.12 0.907 .5638175 1.66257 lrself | 1.375805 .1741093 2.52 0.012 1.073586 1.763101 eusup | .7813315 .2035954 -0.95 0.344 .4688496 1.302078 -------------+---------------------------------------------------------------- pp | _Iretnat_1 | 3.889711 2.826336 1.87 0.062 .9363074 16.15906 _Iretnat_3 | 14.75768 10.50715 3.78 0.000 3.655784 59.57382 age | .9818221 .0154187 -1.17 0.243 .9520623 1.012512 male | 3.288972 1.583834 2.47 0.013 1.279842 8.452085 income | 1.175482 .2941973 0.65 0.518 .7197459 1.919787 edulevel | 1.098734 .1990014 0.52 0.603 .7704133 1.566971 relig | 1.470991 .167743 3.38 0.001 1.17637 1.839399 urban | 1.108749 .3538091 0.32 0.746 .5932112 2.072322 occupa2 | 5.11431 3.149583 2.65 0.008 1.529626 17.09971 occupa3 | 4.432947 3.370422 1.96 0.050 .9988816 19.67302 demsat | 1.316269 .3499173 1.03 0.301 .7817373 2.216298 lrself | 2.522125 .3514528 6.64 0.000 1.919347 3.314208 eusup | .6323734 .1499727 -1.93 0.053 .3972866 1.006568 ------------------------------------------------------------------------------ (Outcome vote==psoe is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0 ( 2) [christ]_Iretnat_1 = 0 ( 3) [pp]_Iretnat_1 = 0 ( 4) [exleft]_Iretnat_3 = 0 ( 5) [christ]_Iretnat_3 = 0 ( 6) [pp]_Iretnat_3 = 0 chi2( 6) = 23.90 Prob > chi2 = 0.0005 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 22 7.28 7.28 psoe | 180 59.60 66.89 christ | 27 8.94 75.83 pp | 73 24.17 100.00 ------------+----------------------------------- Total | 302 100.00 > .73 .75 .77 .78 .8 .82 .83 .85 .87 .88 .9 .92 .93 .95 .97 .98 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 .4829024 .0728477 .0774066 .0841003 .0846052 .1066672 .0711369 .0647758 20 . .5960265 .5606651 .509943 .6160626 .576304 .4955905 .6328286 60 .0935883 .089404 .0997147 .1136102 .1234337 .1992041 .0820069 .0579474 70 .0003683 .2417219 .2622136 .2923465 .1758985 .1178246 .3512657 .2444482 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0774066 .1050813 .0703489 .0235772 .2867439 20 .5606651 .5529767 .1079628 .3278111 .7316549 60 .0997147 .1017322 .0670631 .0232678 .2776861 70 .2622136 .2402099 .0600045 .1413172 .3703262 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0841003 .0040827 .0583117 -.1159872 .120371 20 .509943 -.0768392 .0985941 -.2780133 .1129704 60 .1136102 .0246734 .0737421 -.1159099 .1637 70 .2923465 .0480832 .0604272 -.0557518 .1717722 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0846052 -.0052466 .0499435 -.102513 .0966336 20 .6160626 .0751814 .0963538 -.103854 .2808832 60 .1234337 .0158908 .0736147 -.1212998 .1565717 70 .1758985 -.0858255 .0713883 -.2369817 .0423034 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0711369 -.0218214 .0524349 -.1504604 .0627166 20 .4955905 -.0638315 .098778 -.2653462 .1330982 60 .0820069 -.1044362 .0720731 -.2766641 .0004279 70 .3512657 .1900891 .0789803 .0684025 .3708479 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0647758 -.0368435 .0525961 -.162874 .0429196 20 .6328286 .0581159 .0933389 -.1105321 .2485732 60 .0579474 -.1254153 .0768061 -.3079356 -.0246399 70 .2444482 .1041429 .0531816 .0189493 .2249883 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1103186 .0736772 .0237871 .2957792 20 .5901843 .08514 .4241808 .7392457 60 .1093803 .0689465 .0249426 .2813288 70 .2471309 .0582549 .1516997 .3634814 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 -.0011581 .0635481 -.1343949 .1290721 20 -.0708009 .0607163 -.2033097 .0451728 60 .0121321 .0737353 -.1316095 .150285 70 .05455 .0666764 -.0616069 .1858941 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0029105 .0579284 -.1239479 .1196402 20 .0730531 .063216 -.0474333 .2141739 60 .0078708 .0710043 -.1173625 .1482637 70 -.0840623 .0772509 -.2263082 .0577927 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 -.0448349 .060746 -.201503 .0480296 20 -.0962918 .0646142 -.2246476 .0413494 60 -.1043949 .073774 -.2885003 -.0119993 70 .2017077 .0808922 .0713513 .3716093 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0437033 .0584424 -.2064615 .0398747 20 .0400525 .0580798 -.0527948 .1851029 60 -.118034 .0724894 -.2989346 -.0229383 70 .1185029 .0621246 .0198431 .2525422