The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 362 LR chi2(52) = 288.22 Prob > chi2 = 0.0000 Log likelihood = -353.58279 Pseudo R2 = 0.2896 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pds | _Iretnat_1 | 1.913159 1.373452 0.90 0.366 .4684629 7.813161 _Iretnat_3 | 1.260054 .537467 0.54 0.588 .5461539 2.907121 age | .9789603 .011945 -1.74 0.081 .9558264 1.002654 male | .9693825 .4061661 -0.07 0.941 .4264285 2.203657 edulevel | .7035367 .1121194 -2.21 0.027 .5147954 .9614768 notrelig | 4.524615 2.098084 3.26 0.001 1.823374 11.22762 urban | 1.287568 .3897082 0.84 0.404 .711438 2.330254 unionhld | 1.246948 .5807704 0.47 0.636 .5004933 3.106694 occupa2 | 1.122302 .579052 0.22 0.823 .4082553 3.085229 occupa3 | 1.006353 .5159888 0.01 0.990 .3683938 2.749085 demsat | 1.941619 .5225356 2.47 0.014 1.145739 3.290353 lrself | .3232356 .0489086 -7.46 0.000 .2402838 .4348244 eusup | 1.085805 .4662614 0.19 0.848 .4679856 2.519248 -------------+---------------------------------------------------------------- soc | _Iretnat_1 | 1.756302 .9476904 1.04 0.297 .6099523 5.057112 _Iretnat_3 | .8100399 .2829045 -0.60 0.546 .4085322 1.606151 age | 1.001364 .0099288 0.14 0.891 .9820921 1.021015 male | 1.584559 .5349792 1.36 0.173 .817571 3.071081 edulevel | 1.067035 .1351982 0.51 0.609 .8323918 1.367823 notrelig | 1.774238 .8446102 1.20 0.228 .6979185 4.510439 urban | 1.096459 .2749176 0.37 0.713 .6707623 1.792322 unionhld | 1.389875 .538373 0.85 0.395 .650519 2.969557 occupa2 | 1.105852 .479486 0.23 0.816 .4727426 2.586838 occupa3 | 1.253538 .5397976 0.52 0.600 .5390058 2.915286 demsat | 1.524321 .3249718 1.98 0.048 1.003709 2.314968 lrself | .4226759 .0535056 -6.80 0.000 .3298039 .5417004 eusup | 1.460023 .5529781 1.00 0.318 .6949771 3.067249 -------------+---------------------------------------------------------------- greens | _Iretnat_1 | 1.317751 1.22294 0.30 0.766 .2137349 8.124403 _Iretnat_3 | 1.392932 .7210814 0.64 0.522 .5049951 3.842137 age | .9357934 .0170349 -3.65 0.000 .9029941 .969784 male | .4659064 .244311 -1.46 0.145 .1667046 1.302117 edulevel | .91972 .1734562 -0.44 0.657 .6355092 1.331035 notrelig | 3.370858 1.706118 2.40 0.016 1.250015 9.090037 urban | 1.691139 .6210147 1.43 0.152 .8233862 3.4734 unionhld | .9492926 .5999136 -0.08 0.934 .2750907 3.275852 occupa2 | 3.416879 2.676569 1.57 0.117 .7359553 15.86382 occupa3 | 4.609859 3.447736 2.04 0.041 1.064314 19.96666 demsat | 2.025243 .6894337 2.07 0.038 1.039228 3.946784 lrself | .5352114 .0869896 -3.85 0.000 .3892035 .7359933 eusup | 1.916537 1.197352 1.04 0.298 .5632883 6.52084 -------------+---------------------------------------------------------------- lomb | _Iretnat_1 | 1.935571 1.448099 0.88 0.377 .446665 8.387572 _Iretnat_3 | .4990577 .2925366 -1.19 0.236 .1581959 1.574368 age | .9659552 .0161027 -2.08 0.038 .9349046 .998037 male | 1.465514 .8053356 0.70 0.487 .4991535 4.302748 edulevel | .9185915 .1773821 -0.44 0.660 .6291489 1.341193 notrelig | 5.423722 2.652815 3.46 0.001 2.079521 14.14593 urban | 1.49235 .5755903 1.04 0.299 .7007572 3.178147 unionhld | .8497437 .5401524 -0.26 0.798 .2444606 2.953704 occupa2 | 2.001032 1.345704 1.03 0.302 .5355708 7.476379 occupa3 | .9197912 .6974105 -0.11 0.912 .2081064 4.065306 demsat | 2.615781 .9801454 2.57 0.010 1.255025 5.451934 lrself | .9398273 .1289136 -0.45 0.651 .7182754 1.229717 eusup | 1.404731 .8452344 0.56 0.572 .4319373 4.568418 ------------------------------------------------------------------------------ (Outcome vote==dc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [pds]_Iretnat_1 = 0.0 ( 2) [soc]_Iretnat_1 = 0.0 ( 3) [greens]_Iretnat_1 = 0.0 ( 4) [lomb]_Iretnat_1 = 0.0 ( 5) [pds]_Iretnat_3 = 0.0 ( 6) [soc]_Iretnat_3 = 0.0 ( 7) [greens]_Iretnat_3 = 0.0 ( 8) [lomb]_Iretnat_3 = 0.0 chi2( 8) = 6.60 Prob > chi2 = 0.5803 vote | Freq. Percent Cum. ------------+----------------------------------- pds | 67 18.51 18.51 soc | 84 23.20 41.71 greens | 27 7.46 49.17 lomb | 22 6.08 55.25 dc | 162 44.75 100.00 ------------+----------------------------------- Total | 362 100.00 ........................................................................ 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 -------------------------------------------------------------------------------- 11 .6456272 .1850829 .1770359 .1857149 .1656874 20 .343033 .2320442 .2277517 .2087934 .2659982 50 .8109069 .0745856 .0761462 .0859389 .0607994 55 .1879282 .0607735 .0679416 .0521653 .0981531 60 . .4475138 .4511247 .4673875 .4093619 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 11 .1770359 .1258546 .055867 .0435855 .2622964 20 .2277517 .2049949 .0709606 .0866285 .3646295 50 .0761462 .0924377 .0595872 .0188592 .2503085 55 .0679416 .0739009 .0551593 .0113988 .2303739 60 .4511247 .5028119 .0900478 .3213619 .6772154 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 11 .1857149 .0154428 .0447273 -.0832848 .1110284 20 .2087934 -.0379948 .0510656 -.1440284 .0621995 50 .0859389 .0266743 .0419135 -.0577734 .1267569 55 .0521653 -.0377203 .0490839 -.1682687 .046756 60 .4673875 .0335981 .0652964 -.0938841 .1703482 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 11 .1656874 -.0053611 .0499036 -.1108223 .1045461 20 .2659982 .0417291 .0613269 -.0802207 .1689672 50 .0607994 -.0218089 .0484538 -.1306367 .0779247 55 .0981531 .0313725 .0524044 -.0518043 .1775815 60 .4093619 -.0459317 .0684209 -.1854866 .0950726