The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 432 LR chi2(36) = 352.47 Prob > chi2 = 0.0000 Log likelihood = -310.60177 Pseudo R2 = 0.3620 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .6310444 .2617482 -1.11 0.267 .2798941 1.422742 _Iretnat_3 | 1.650986 .6441336 1.29 0.199 .7685045 3.54683 age | .9848885 .0098713 -1.52 0.129 .96573 1.004427 male | 1.359668 .4546173 0.92 0.358 .7060343 2.618423 edulevel | 1.186363 .2214121 0.92 0.360 .8229187 1.710323 notrelig | 2.018517 .3275918 4.33 0.000 1.468548 2.774448 urban | 1.476767 .3037777 1.90 0.058 .9867703 2.21008 occupa2 | 1.424495 .5665646 0.89 0.374 .6532999 3.106057 occupa3 | .7524958 .3165237 -0.68 0.499 .3299602 1.716116 demsat | 1.717 .3574431 2.60 0.009 1.141743 2.582096 lrself | .7098881 .0870006 -2.80 0.005 .5583039 .9026288 eusup | 1.058468 .3331227 0.18 0.857 .5711976 1.961414 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | .8214563 .4886483 -0.33 0.741 .2560012 2.635888 _Iretnat_3 | 1.128236 .6891837 0.20 0.843 .3407554 3.735571 age | .9819894 .0147423 -1.21 0.226 .9535161 1.011313 male | 2.045413 .9961812 1.47 0.142 .7874423 5.313042 edulevel | 1.255415 .3521769 0.81 0.417 .7244405 2.175563 notrelig | 1.272392 .3683831 0.83 0.405 .7214077 2.244196 urban | 1.377579 .4052954 1.09 0.276 .7739019 2.452151 occupa2 | 2.254339 1.367198 1.34 0.180 .6867328 7.400323 occupa3 | 2.541314 1.431128 1.66 0.098 .8427689 7.663164 demsat | 1.414195 .4343506 1.13 0.259 .7745944 2.581928 lrself | 1.907207 .3061502 4.02 0.000 1.392389 2.612372 eusup | .4967252 .2228976 -1.56 0.119 .2061356 1.196959 -------------+---------------------------------------------------------------- pp | _Iretnat_1 | .5001237 .2299997 -1.51 0.132 .2030589 1.231779 _Iretnat_3 | 1.311377 .5760323 0.62 0.537 .5544099 3.101875 age | 1.010105 .0106783 0.95 0.342 .9893915 1.031252 male | 1.142529 .411507 0.37 0.711 .5640122 2.314442 edulevel | 1.929843 .4068402 3.12 0.002 1.276661 2.917213 notrelig | 1.12374 .3045159 0.43 0.667 .6606991 1.911297 urban | .9761912 .2162172 -0.11 0.913 .6324143 1.506843 occupa2 | 2.133459 .9770254 1.65 0.098 .8695079 5.234741 occupa3 | 2.461211 1.012414 2.19 0.029 1.099028 5.511741 demsat | 1.740715 .4141566 2.33 0.020 1.091961 2.774906 lrself | 3.432359 .4879828 8.67 0.000 2.597624 4.535332 eusup | .8270868 .2794106 -0.56 0.574 .4265736 1.603645 ------------------------------------------------------------------------------ (Outcome vote==psoe is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0.0 ( 2) [christ]_Iretnat_1 = 0.0 ( 3) [pp]_Iretnat_1 = 0.0 ( 4) [exleft]_Iretnat_3 = 0.0 ( 5) [christ]_Iretnat_3 = 0.0 ( 6) [pp]_Iretnat_3 = 0.0 chi2( 6) = 10.22 Prob > chi2 = 0.1157 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 70 16.20 16.20 psoe | 234 54.17 70.37 christ | 23 5.32 75.69 pp | 105 24.31 100.00 ------------+----------------------------------- Total | 432 100.00 ...................................................................................... 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 cat > egory better: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one ca > tegory party test freq pv worse better -------------------------------------------------------------------------------- 10 .0501671 .162037 .162037 .1890251 .1353113 20 . .5416667 .5416667 .4933144 .5851822 60 .8512006 .0532407 .0532407 .0512816 .0554601 70 .0681354 .2430556 .2430556 .2663789 .2240464 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .162037 .1765383 .0559879 .0866365 .290219 20 .5416667 .4742246 .0769272 .3342824 .6208554 60 .0532407 .0577586 .0456737 .0098321 .1730259 70 .2430556 .2914786 .049608 .1973636 .3828381 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1890251 .0394066 .0466722 -.0421903 .1362368 20 .4933144 -.0703363 .0626059 -.197682 .0392215 60 .0512816 -.0039275 .0356933 -.0759991 .0689006 70 .2663789 .0348572 .0381975 -.0285933 .1170881 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1353113 -.0392067 .0449226 -.1309684 .0416582 20 .5851822 .0563791 .0554414 -.0389708 .1709645 60 .0554601 .0058538 .0341366 -.0642621 .0768515 70 .2240464 -.0230262 .0329943 -.0960731 .0319057