The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 629 LR chi2(42) = 423.36 Prob > chi2 = 0.0000 Log likelihood = -497.81845 Pseudo R2 = 0.2984 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- soc | _Iretnat_1 | .8301079 .2176592 -0.71 0.478 .4965289 1.387793 _Iretnat_3 | 2.331777 .8037918 2.46 0.014 1.1865 4.582542 age | 1.006312 .0071301 0.89 0.375 .9924339 1.020384 male | .8171994 .1987083 -0.83 0.406 .5074016 1.316147 edulevel | 1.023636 .1608611 0.15 0.882 .752284 1.392865 notrelig | 1.268354 .232836 1.29 0.195 .8850796 1.8176 urban | 1.215869 .2177805 1.09 0.275 .8559018 1.727229 ownhome | .5354786 .1388573 -2.41 0.016 .3221167 .890166 unionhld | 1.641924 .432176 1.88 0.060 .9801792 2.750429 occupa2 | .7010517 .2045183 -1.22 0.223 .3957568 1.241857 occupa3 | .4314847 .1446281 -2.51 0.012 .2236936 .8322949 demsat | 1.663653 .296809 2.85 0.004 1.17274 2.360065 lrself | .3333798 .0327482 -11.18 0.000 .2749951 .4041603 eusup | .8965928 .1968778 -0.50 0.619 .5830216 1.378814 -------------+---------------------------------------------------------------- fdp | _Iretnat_1 | 1.078474 .3756089 0.22 0.828 .5449478 2.134345 _Iretnat_3 | 1.022621 .5164334 0.04 0.965 .3800578 2.751564 age | .9930624 .0095297 -0.73 0.468 .9745592 1.011917 male | .7004515 .2340764 -1.07 0.287 .3638514 1.348441 edulevel | 1.685492 .3119385 2.82 0.005 1.172715 2.422483 notrelig | 1.435938 .3258571 1.59 0.111 .9203916 2.240261 urban | 1.334293 .3312482 1.16 0.245 .8202272 2.170543 ownhome | 1.344321 .4743973 0.84 0.402 .6731665 2.684623 unionhld | .6049686 .2442174 -1.24 0.213 .2742297 1.3346 occupa2 | 2.011697 1.016919 1.38 0.167 .746926 5.418109 occupa3 | 1.287742 .6999081 0.47 0.642 .4437998 3.736546 demsat | 1.521151 .3674719 1.74 0.082 .9474222 2.442313 lrself | .7376266 .0805759 -2.79 0.005 .5954621 .9137324 eusup | 1.098248 .3321514 0.31 0.757 .6071072 1.986716 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .6628878 .3043527 -0.90 0.371 .2695421 1.630247 _Iretnat_3 | 3.383388 1.670479 2.47 0.014 1.285548 8.90462 age | .9606462 .0125344 -3.08 0.002 .9363908 .9855299 male | .4930356 .1941754 -1.80 0.073 .2278474 1.066872 edulevel | 1.329844 .3219262 1.18 0.239 .8274532 2.137263 notrelig | 1.471244 .3746089 1.52 0.129 .8932056 2.423361 urban | 1.879925 .5738608 2.07 0.039 1.033487 3.419605 ownhome | .9425244 .4007928 -0.14 0.889 .4095749 2.168962 unionhld | 1.469077 .6169564 0.92 0.360 .645019 3.34593 occupa2 | 1.079281 .5064045 0.16 0.871 .4302754 2.707216 occupa3 | .6072912 .3431361 -0.88 0.377 .2006526 1.838015 demsat | 2.41877 .6107794 3.50 0.000 1.474525 3.967683 lrself | .2998221 .0435995 -8.28 0.000 .2254673 .3986977 eusup | 1.188599 .4118968 0.50 0.618 .6026429 2.344286 ------------------------------------------------------------------------------ (Outcome vote==christ is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [soc]_Iretnat_1 = 0.0 ( 2) [fdp]_Iretnat_1 = 0.0 ( 3) [green]_Iretnat_1 = 0.0 ( 4) [soc]_Iretnat_3 = 0.0 ( 5) [fdp]_Iretnat_3 = 0.0 ( 6) [green]_Iretnat_3 = 0.0 chi2( 6) = 13.84 Prob > chi2 = 0.0315 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 261 41.49 41.49 fdp | 53 8.43 49.92 green | 46 7.31 57.23 christ | 269 42.77 100.00 ------------+----------------------------------- Total | 629 100.00 > ................. 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 -------------------------------------------------------------------------------- 20 .0120271 .4149444 .4149444 .4543343 .3951211 40 .9762105 .0842607 .0842607 .0692974 .0939998 50 .0058146 .073132 .073132 .0961275 .0586426 60 . .427663 .427663 .3802408 .4522365 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .4149444 .4535617 .074419 .312548 .5915723 40 .0842607 .08336 .0418897 .028592 .1833431 50 .073132 .1008305 .0500774 .0316576 .2185755 60 .427663 .3622478 .0576636 .2576061 .4754577 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .4543343 .0381062 .0521126 -.0582005 .1442213 40 .0692974 -.0210661 .028909 -.0841567 .0311758 50 .0961275 .0360825 .0366282 -.0231995 .1147529 60 .3802408 -.0531226 .039814 -.1325035 .021807 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3951211 -.0380985 .0492832 -.137936 .0542085 40 .0939998 .0196813 .0323488 -.0377513 .0902452 50 .0586426 -.0307282 .0339976 -.106193 .023702 60 .4522365 .0491454 .0401132 -.0256194 .1286907