The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 431 LR chi2(34) = 589.62 Prob > chi2 = 0.0000 Log likelihood = -98.790891 Pseudo R2 = 0.7490 ------------------------------------------------------------------------------ votelist | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | 2.311917 1.80328 1.07 0.283 .501234 10.6636 _Iretnat_3 | 2.629907 4.862542 0.52 0.601 .0701647 98.57386 age | .9573614 .0273942 -1.52 0.128 .9051476 1.012587 educat | .7831202 .2233193 -0.86 0.391 .4478109 1.369501 occupa1 | 1.800692 1.700384 0.62 0.533 .2829139 11.46106 occupa3 | 2.886132 3.188613 0.96 0.337 .3310581 25.16101 lang | 1.000445 .0072174 0.06 0.951 .9863987 1.014691 urban | 1.023062 .290126 0.08 0.936 .5868308 1.783572 demsat | 2.611053 1.094928 2.29 0.022 1.14781 5.939658 income | 1.425111 .4401048 1.15 0.251 .778 2.610466 lrself | .2661279 .0850041 -4.14 0.000 .1423008 .4977065 A3020_A | .4403893 .1233339 -2.93 0.003 .2543619 .7624676 A3020_B | .6920133 .1808113 -1.41 0.159 .414677 1.154832 A3020_C | 2.135663 .4861129 3.33 0.001 1.367052 3.336419 A3021_A | .7884555 .2025651 -0.93 0.355 .4765316 1.304556 A3021_B | 1.20808 .2989248 0.76 0.445 .7438346 1.962073 A3021_C | 1.638016 .482645 1.67 0.094 .9194112 2.918277 -------------+---------------------------------------------------------------- soc | _Iretnat_1 | 1.392123 .7546185 0.61 0.542 .4811415 4.027936 _Iretnat_3 | .7297989 1.23612 -0.19 0.852 .0263909 20.18145 age | 1.005195 .0196905 0.26 0.791 .9673338 1.044538 educat | .9646214 .1853167 -0.19 0.851 .6619568 1.405673 occupa1 | 1.340904 .8655441 0.45 0.650 .3784018 4.751627 occupa3 | .8571642 .7015583 -0.19 0.851 .1723399 4.263263 lang | .9969059 .0057869 -0.53 0.593 .985628 1.008313 urban | .9961824 .1961297 -0.02 0.985 .6772565 1.465293 demsat | 1.470506 .4959876 1.14 0.253 .7592146 2.84819 income | 1.395234 .3375745 1.38 0.169 .8683611 2.241784 lrself | .4562225 .1062593 -3.37 0.001 .2890163 .7201635 A3020_A | .3935885 .0861599 -4.26 0.000 .2562755 .604474 A3020_B | 2.53326 .4416783 5.33 0.000 1.799995 3.565235 A3020_C | .7824992 .1538403 -1.25 0.212 .5322758 1.150353 A3021_A | .7249988 .1339481 -1.74 0.082 .5047456 1.041363 A3021_B | 1.344553 .223245 1.78 0.075 .9710631 1.861695 A3021_C | 1.091403 .232586 0.41 0.681 .7187661 1.657228 ------------------------------------------------------------------------------ (Outcome votelist==con is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0.0 ( 2) [soc]_Iretnat_1 = 0.0 ( 3) [exleft]_Iretnat_3 = 0.0 ( 4) [soc]_Iretnat_3 = 0.0 chi2( 4) = 2.45 Prob > chi2 = 0.6531 PARTY LIST | VOTED FOR - | DISTRICT | Freq. Percent Cum. ------------+----------------------------------- exleft | 43 9.98 9.98 soc | 140 32.48 42.46 con | 248 57.54 100.00 ------------+----------------------------------- Total | 431 100.00 ...................................................................................... 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 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 -------------------------------------------------------------------------------- 10 .5244559 .099768 .099768 .1173061 .1058447 20 .8045254 .324826 .324826 .2977332 .3273835 70 . .575406 .575406 .5849606 .5667718 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .099768 .1196971 .0532139 .0484741 .2338784 20 .324826 .4132132 .0711497 .2889069 .5376656 70 .575406 .4670897 .0433012 .3868139 .5401369 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1173061 .0274831 .051974 -.0505817 .140216 20 .2977332 -.0383953 .0672208 -.1824653 .0744413 70 .5849606 .0109122 .0470019 -.0657367 .1102989 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1058447 .017146 .0509473 -.0629498 .12648 20 .3273835 -.0063241 .0578667 -.1257742 .0959172 70 .5667718 -.0108219 .0234561 -.0620994 .0326629