The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 770 LR chi2(36) = 525.21 Prob > chi2 = 0.0000 Log likelihood = -554.68668 Pseudo R2 = 0.3213 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- fdp | _Iretnat_1 | 1.644457 .7434072 1.10 0.271 .677987 3.988632 _Iretnat_3 | 1.355871 .6881657 0.60 0.549 .5014123 3.666414 age | 1.013732 .0141856 0.97 0.330 .9863063 1.04192 male | 1.412552 .5538545 0.88 0.378 .6550173 3.046185 edulevel | 1.652557 .2733362 3.04 0.002 1.194995 2.285319 relig | 1.022438 .0731747 0.31 0.757 .8886232 1.176404 urban | 1.345271 .3504734 1.14 0.255 .807333 2.241646 occupa2 | .8950704 .4498764 -0.22 0.825 .3342181 2.39709 occupa3 | .821885 .4680635 -0.34 0.731 .2691856 2.509403 demsat | .7198906 .2192308 -1.08 0.280 .396321 1.307633 lrself | 1.911333 .2155892 5.74 0.000 1.532233 2.384228 eusup | .9241231 .1608286 -0.45 0.650 .6570404 1.299773 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .754882 .3816519 -0.56 0.578 .28024 2.033424 _Iretnat_3 | 2.346455 .8945349 2.24 0.025 1.111502 4.953524 age | .9530066 .0142805 -3.21 0.001 .9254244 .9814109 male | .6308564 .2170755 -1.34 0.181 .321392 1.2383 edulevel | 2.186666 .3413175 5.01 0.000 1.610342 2.969251 relig | .89508 .0584958 -1.70 0.090 .7874692 1.017396 urban | 1.423845 .3306521 1.52 0.128 .9032176 2.244568 occupa2 | .7890556 .3813814 -0.49 0.624 .3059769 2.034823 occupa3 | 1.68705 .822498 1.07 0.283 .6488384 4.386514 demsat | 1.435563 .3481039 1.49 0.136 .89252 2.309015 lrself | .9014633 .1075721 -0.87 0.385 .7134668 1.138996 eusup | .9537766 .1548733 -0.29 0.771 .6937923 1.311185 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 3.033356 .700374 4.81 0.000 1.929251 4.769337 _Iretnat_3 | .9003063 .2518311 -0.38 0.707 .5203488 1.557708 age | 1.006479 .0072947 0.89 0.373 .9922824 1.020878 male | 1.28803 .2713655 1.20 0.230 .8523007 1.946522 edulevel | 1.222149 .1116952 2.20 0.028 1.021717 1.461899 relig | 1.153235 .0469749 3.50 0.000 1.064745 1.249079 urban | .7644486 .1050131 -1.96 0.051 .5840068 1.000642 occupa2 | 1.582659 .4245561 1.71 0.087 .9355102 2.677481 occupa3 | 1.272654 .3804254 0.81 0.420 .7083809 2.28641 demsat | .6506597 .1110075 -2.52 0.012 .465728 .9090241 lrself | 2.018035 .1324591 10.70 0.000 1.774425 2.295089 eusup | .9307912 .0858912 -0.78 0.437 .7767932 1.115319 ------------------------------------------------------------------------------ (Outcome vote==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [fdp]_Iretnat_1 = 0 ( 2) [green]_Iretnat_1 = 0 ( 3) [christ]_Iretnat_1 = 0 ( 4) [fdp]_Iretnat_3 = 0 ( 5) [green]_Iretnat_3 = 0 ( 6) [christ]_Iretnat_3 = 0 chi2( 6) = 38.05 Prob > chi2 = 0.0000 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 378 49.09 49.09 fdp | 34 4.42 53.51 green | 64 8.31 61.82 christ | 294 38.18 100.00 ------------+----------------------------------- Total | 770 100.00 > .98 .99 .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 -------------------------------------------------------------------------------- 20 . .4909091 .4904961 .5264505 .4410054 .5566149 .5202766 .4135163 40 .5392001 .0441558 .0441962 .0529563 .0416401 .0457055 .059839 .0417795 50 .0297983 .0831169 .0884419 .1145916 .0616254 .0755357 .1277726 .0534175 60 8.64e-07 .3818182 .3768658 .3060016 .455729 .3221439 .2921118 .4912868 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .4904961 .5123386 .0651522 .3806951 .6373559 40 .0441962 .0504364 .0315112 .0127559 .134202 50 .0884419 .0814323 .0308979 .0350681 .154716 60 .3768658 .3557927 .0538182 .2549195 .4641146 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .5264505 .0500157 .0511204 -.049014 .1537165 40 .0529563 .0118498 .0282521 -.0426507 .0759297 50 .1145916 .0356744 .0231132 -.0030245 .0909414 60 .3060016 -.0975399 .042463 -.1860424 -.0163477 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .4410054 -.074512 .0526393 -.1807485 .0310937 40 .0416401 -.0048642 .0237298 -.0551261 .0458215 50 .0616254 -.0379851 .0274409 -.1027634 .0103303 60 .455729 .1173614 .0412367 .0407056 .2044406 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .5202766 -.0400332 .0516927 -.1419014 .0630312 40 .059839 .0164202 .0300653 -.0368457 .0886242 50 .1277726 .0501198 .028117 .0044611 .115984 60 .2921118 -.0265069 .0398824 -.1116073 .0457426 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .4135163 -.1524698 .0513609 -.2579226 -.05223 40 .0417795 -.0032074 .0249824 -.0524202 .0530024 50 .0534175 -.0210217 .0226765 -.0760895 .0194976 60 .4912868 .176699 .0455548 .0893288 .2714166 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .5075638 .0575053 .3913164 .6190254 40 .0469017 .0279223 .0124379 .1207127 50 .0813422 .030712 .0350267 .1535647 60 .3566052 .0509122 .2593068 .4611069 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0416274 .0426921 -.0447694 .1270561 40 .0098406 .0230104 -.0305344 .0632924 50 .0375956 .0244928 -.0018545 .0949635 60 -.0988828 .038794 -.1809957 -.0221914 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0805186 .0426935 -.1659298 .0061785 40 -.0075951 .0191878 -.0513358 .0285348 50 -.0411428 .0273345 -.1009278 .0057098 60 .113004 .0385481 .037063 .1940247 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -.0730491 .0417103 -.1659211 .0056885 40 .0108839 .0248202 -.0346786 .0698699 50 .0532811 .0301241 .0053565 .1243599 60 -.0329857 .0362141 -.1138954 .0376793 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.1813581 .0428864 -.2711906 -.1021601 40 -.0077387 .0199396 -.0525189 .0284575 50 -.0240941 .0230483 -.0732866 .0142527 60 .1675693 .0418815 .0852285 .2526916