The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 384 LR chi2(36) = 318.87 Prob > chi2 = 0.0000 Log likelihood = -268.26125 Pseudo R2 = 0.3728 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .5890981 .2860804 -1.09 0.276 .2274172 1.525991 _Iretnat_3 | .5846561 .3467519 -0.90 0.365 .182837 1.86955 age | .984134 .0134434 -1.17 0.242 .9581349 1.010839 male | .7685043 .3566502 -0.57 0.570 .3094693 1.908424 edulevel | 1.287101 .2181045 1.49 0.136 .9233641 1.794123 relginx | .4505717 .2438226 -1.47 0.141 .156007 1.301318 urban | .6380047 .1767111 -1.62 0.105 .3707341 1.097956 occupa2 | .5361382 .3667546 -0.91 0.362 .1402806 2.049065 occupa3 | 1.122547 .5498479 0.24 0.813 .4298012 2.931848 demsat | 1.493383 .3777862 1.59 0.113 .9095776 2.451899 lrself | .4467205 .086512 -4.16 0.000 .3056273 .6529497 eusup | .7768642 .1805548 -1.09 0.277 .4926214 1.225115 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | .7849208 .323403 -0.59 0.557 .350037 1.760102 _Iretnat_3 | 1.630789 .7641397 1.04 0.297 .6509531 4.085505 age | .9828225 .0111316 -1.53 0.126 .9612454 1.004884 male | 1.419189 .5161818 0.96 0.336 .6957363 2.894915 edulevel | 1.335111 .1931467 2.00 0.046 1.005487 1.772794 relginx | 1.180059 .3091634 0.63 0.527 .7061515 1.972014 urban | 1.245304 .2711144 1.01 0.314 .8127569 1.908051 occupa2 | .8778697 .4037337 -0.28 0.777 .3564192 2.162216 occupa3 | .7985011 .3677786 -0.49 0.625 .3237605 1.96937 demsat | 1.289729 .2655903 1.24 0.217 .8614159 1.931008 lrself | 2.351641 .3166076 6.35 0.000 1.806223 3.061755 eusup | 1.072523 .2451908 0.31 0.759 .6851919 1.678807 -------------+---------------------------------------------------------------- pp | _Iretnat_1 | .5228 .26996 -1.26 0.209 .1900193 1.438379 _Iretnat_3 | 3.54009 1.867991 2.40 0.017 1.258528 9.957855 age | .9953027 .0139264 -0.34 0.736 .9683783 1.022976 male | 2.626932 1.184661 2.14 0.032 1.085387 6.357891 edulevel | 1.544941 .2667876 2.52 0.012 1.101343 2.167212 relginx | 1.546169 .440786 1.53 0.126 .8842885 2.703459 urban | .9448514 .2591553 -0.21 0.836 .5519435 1.617456 occupa2 | 1.475333 .8278567 0.69 0.488 .4911943 4.431253 occupa3 | .6910547 .4218539 -0.61 0.545 .2088801 2.286272 demsat | 1.30425 .3211553 1.08 0.281 .8049396 2.113288 lrself | 4.455343 .7636873 8.72 0.000 3.184031 6.234262 eusup | .6431037 .1670931 -1.70 0.089 .3864731 1.070145 ------------------------------------------------------------------------------ (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) = 13.62 Prob > chi2 = 0.0341 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 32 8.33 8.33 psoe | 224 58.33 66.67 christ | 53 13.80 80.47 pp | 75 19.53 100.00 ------------+----------------------------------- Total | 384 100.00 > .84 .86 .87 .88 .9 .91 .92 .94 .95 .96 .97 .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 .4721813 .0833333 .0909497 .0875651 .0881846 .113479 .0736569 .0808397 20 . .5833333 .57518 .5251195 .616205 .5642132 .5047741 .6345206 60 .2977804 .1380208 .1410785 .1450206 .1393982 .1404098 .1484131 .138696 70 .0025228 .1953125 .1927918 .2422948 .1562121 .181898 .2731558 .1459438 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0909497 .0746391 .0440552 .0186554 .1976376 20 .57518 .5453405 .0922104 .3503227 .7163758 60 .1410785 .1557106 .0720541 .0498509 .3351637 70 .1927918 .2243099 .0619139 .1150388 .3602799 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0875651 -.001046 .0330315 -.0692388 .0720821 20 .5251195 -.062104 .0700662 -.2195286 .0747566 60 .1450206 -.0026097 .0564026 -.123868 .1237667 70 .2422948 .0657597 .051997 -.0262769 .1849535 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0881846 -.005746 .0297986 -.0800402 .0489393 20 .616205 .0627379 .0700588 -.072398 .2263237 60 .1393982 -.00227 .0589678 -.1359649 .121549 70 .1562121 -.0547219 .052181 -.1733553 .0436838 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0736569 -.0267574 .0349319 -.1109691 .0431803 20 .5047741 -.0575434 .0773827 -.2197736 .1050951 60 .1484131 -.005825 .0611707 -.1492249 .1273186 70 .2731558 .0901259 .0581961 -.0050555 .2312069 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0808397 -.0246801 .0293504 -.1041411 .0207852 20 .6345206 .0606704 .0618616 -.0483725 .2149106 60 .138696 -.0061249 .0534357 -.1349688 .0954428 70 .1459438 -.0298655 .0445878 -.1291258 .0584062 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0779766 .0455194 .0204459 .1967883 20 .5547403 .0776864 .3909604 .7083872 60 .1584546 .0675263 .0565975 .3345583 70 .2270086 .0578269 .1288295 .3625025 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0015475 .0392977 -.0811445 .0896349 20 -.0789542 .0587298 -.2089757 .0274623 60 .0074029 .0510918 -.0946803 .1254723 70 .0800456 .0498392 .0004317 .2030445 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0094452 .0360584 -.0931634 .0620688 20 .0789904 .0582918 -.0351999 .2058109 60 -.010066 .0518787 -.1266721 .0952609 70 -.0695182 .0509503 -.1969602 .0161817 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 -.0302793 .0399332 -.1249884 .0459264 20 -.0803621 .0599074 -.2148004 .0148269 60 .0018813 .0534626 -.0994782 .1228724 70 .1020179 .05489 .0241028 .2425551 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0334121 .0371287 -.1321802 .0311874 20 .0767535 .0568045 -.0436792 .2002238 60 -.0145827 .0493001 -.127911 .0889506 70 -.0451841 .0444192 -.1550833 .0358253