The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 492 LR chi2(65) = 460.55 Prob > chi2 = 0.0000 Log likelihood = -547.90982 Pseudo R2 = 0.2959 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pci | _Iretnat_1 | .9406134 .6341205 -0.09 0.928 .250939 3.525771 _Iretnat_3 | 1.710888 .7639117 1.20 0.229 .7131159 4.104717 age | .9649252 .0114968 -3.00 0.003 .9426529 .9877238 male | 1.154282 .4354062 0.38 0.704 .5511005 2.417649 edulevel | .7152577 .1430889 -1.68 0.094 .4832566 1.058637 notrelig | 3.909969 1.584843 3.36 0.001 1.766658 8.653545 urban | .96685 .2392838 -0.14 0.892 .5952465 1.57044 unionhld | 1.661777 .6452658 1.31 0.191 .7763405 3.557076 occupa2 | .8222646 .3817464 -0.42 0.673 .3310022 2.042642 occupa3 | .672984 .3325625 -0.80 0.423 .2554901 1.772701 demsat | 2.160718 .5489328 3.03 0.002 1.313256 3.555059 lrself | .1918026 .0297087 -10.66 0.000 .1415826 .2598358 eusup | 1.171561 .3919768 0.47 0.636 .6080974 2.257132 -------------+---------------------------------------------------------------- soc | _Iretnat_1 | 1.103862 .5255688 0.21 0.836 .4341528 2.806644 _Iretnat_3 | 1.015917 .3666436 0.04 0.965 .5007958 2.060897 age | 1.005567 .0090117 0.62 0.536 .988059 1.023386 male | 1.533727 .46504 1.41 0.158 .8465562 2.77869 edulevel | 1.089007 .1750509 0.53 0.596 .7947047 1.492299 notrelig | 2.517003 1.016179 2.29 0.022 1.140858 5.553104 urban | 1.002725 .2054118 0.01 0.989 .6711356 1.498144 unionhld | 1.399789 .4517705 1.04 0.297 .7436083 2.635002 occupa2 | .9259361 .3684527 -0.19 0.847 .4244896 2.019738 occupa3 | .9644398 .3993509 -0.09 0.930 .4283645 2.171385 demsat | 1.824008 .3751229 2.92 0.003 1.218905 2.729504 lrself | .4250452 .0524318 -6.94 0.000 .3337601 .5412973 eusup | 1.152188 .3160033 0.52 0.605 .6730848 1.972318 -------------+---------------------------------------------------------------- pri_pli | _Iretnat_1 | 1.135188 .8424097 0.17 0.864 .2650946 4.8611 _Iretnat_3 | 1.319987 .7359651 0.50 0.619 .4425658 3.936962 age | 1.004582 .0133634 0.34 0.731 .9787286 1.031118 male | 1.572385 .7114165 1.00 0.317 .6477948 3.81663 edulevel | 1.66849 .3963948 2.15 0.031 1.047365 2.657967 notrelig | 4.983787 2.136595 3.75 0.000 2.151005 11.54722 urban | .9434878 .2949347 -0.19 0.852 .51127 1.741094 unionhld | .6733791 .3560193 -0.75 0.454 .2389046 1.897993 occupa2 | 4.122749 3.452976 1.69 0.091 .7984906 21.28649 occupa3 | 2.962311 2.561847 1.26 0.209 .5438759 16.13472 demsat | 2.243296 .7096083 2.55 0.011 1.206788 4.170057 lrself | .8276862 .1296433 -1.21 0.227 .6088903 1.125103 eusup | .9802119 .3882596 -0.05 0.960 .4509839 2.130487 -------------+---------------------------------------------------------------- greens | _Iretnat_1 | 1.927437 1.161824 1.09 0.276 .5914137 6.281579 _Iretnat_3 | 2.209651 1.059962 1.65 0.098 .8629886 5.657729 age | .947171 .0130443 -3.94 0.000 .9219466 .9730856 male | .4037171 .1644807 -2.23 0.026 .1816704 .8971605 edulevel | 1.229297 .2541165 1.00 0.318 .8197832 1.843379 notrelig | 2.17949 1.018364 1.67 0.095 .8722318 5.446002 urban | 1.565854 .3890639 1.80 0.071 .9621781 2.548281 unionhld | .8142706 .3490105 -0.48 0.632 .351503 1.88629 occupa2 | .9351126 .4714698 -0.13 0.894 .3480974 2.512043 occupa3 | .6110449 .3337726 -0.90 0.367 .2094687 1.78249 demsat | 1.741453 .4430926 2.18 0.029 1.057629 2.867413 lrself | .4619184 .0717341 -4.97 0.000 .3407038 .6262582 eusup | 1.090624 .382263 0.25 0.805 .548693 2.167807 -------------+---------------------------------------------------------------- lomb | _Iretnat_1 | 1.851517 1.612682 0.71 0.479 .3358353 10.20773 _Iretnat_3 | 2.61326 1.646724 1.52 0.127 .7599847 8.985873 age | 1.017026 .012946 1.33 0.185 .9919662 1.042719 male | 2.201588 .9796855 1.77 0.076 .9203639 5.266384 edulevel | 1.258029 .2816505 1.03 0.305 .8111882 1.95101 notrelig | 5.327513 2.288183 3.89 0.000 2.295783 12.36284 urban | 1.085105 .313834 0.28 0.778 .6155836 1.912741 unionhld | 1.405903 .6656871 0.72 0.472 .5557974 3.556268 occupa2 | 1.224243 .7952478 0.31 0.755 .3427214 4.373146 occupa3 | 2.574818 1.623514 1.50 0.134 .7482278 8.860519 demsat | 2.897033 .9375462 3.29 0.001 1.536332 5.462881 lrself | .7749236 .1110397 -1.78 0.075 .5851797 1.026192 eusup | .6580821 .2247573 -1.23 0.221 .3369503 1.28527 ------------------------------------------------------------------------------ (Outcome vote==dc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [pci]_Iretnat_1 = 0.0 ( 2) [soc]_Iretnat_1 = 0.0 ( 3) [pri_pli]_Iretnat_1 = 0.0 ( 4) [greens]_Iretnat_1 = 0.0 ( 5) [lomb]_Iretnat_1 = 0.0 ( 6) [pci]_Iretnat_3 = 0.0 ( 7) [soc]_Iretnat_3 = 0.0 ( 8) [pri_pli]_Iretnat_3 = 0.0 ( 9) [greens]_Iretnat_3 = 0.0 (10) [lomb]_Iretnat_3 = 0.0 chi2( 10) = 6.79 Prob > chi2 = 0.7447 vote | Freq. Percent Cum. ------------+----------------------------------- pci | 116 23.58 23.58 soc | 92 18.70 42.28 pri_pli | 28 5.69 47.97 greens | 45 9.15 57.11 lomb | 32 6.50 63.62 dc | 179 36.38 100.00 ------------+----------------------------------- Total | 492 100.00 .................................................................................................. 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 .3707879 .2357724 .2357724 .244064 .2104504 20 .9762993 .1869919 .1869919 .1763788 .2188347 40 .8778423 .0569106 .0569106 .0567889 .0565654 50 .2496599 .0914634 .0914634 .0965319 .0807549 55 .3018406 .0650407 .0650407 .0697083 .0445856 60 . .3638211 .3638211 .3565281 .3888089 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .2357724 .2620059 .058895 .154734 .3802248 20 .1869919 .1895549 .0673738 .0840206 .3453669 40 .0569106 .0638158 .0443457 .0142727 .1809298 50 .0914634 .0959858 .0517717 .0293312 .2243492 55 .0650407 .0801337 .0458495 .0218064 .1932914 60 .3638211 .3085039 .0658166 .1868612 .4359146 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .244064 .0255515 .0401237 -.0521377 .1059232 20 .1763788 -.0287149 .0561026 -.149078 .0799779 40 .0567889 -.0013168 .0375759 -.0838712 .0750299 50 .0965319 .0278483 .0471666 -.065542 .1286845 55 .0697083 .0125967 .0348918 -.0590296 .0857106 60 .3565281 -.0359648 .056727 -.1475346 .0707507 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .2104504 -.0368879 .0495326 -.1330535 .0607701 20 .2188347 .0410338 .0603042 -.0741289 .1638747 40 .0565654 .0012737 .0362384 -.0678096 .084917 50 .0807549 -.0095728 .0439899 -.1013763 .0797876 55 .0445856 -.0225115 .0392332 -.1043971 .0577523 60 .3888089 .0266648 .0529054 -.0750263 .1333401