The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 504 LR chi2(36) = 78.00 Prob > chi2 = 0.0001 Log likelihood = -546.32044 Pseudo R2 = 0.0666 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | 1.046249 .7751891 0.06 0.951 .2448844 4.470017 _Iretnat_3 | 1.37314 .7772653 0.56 0.575 .4527859 4.164252 age | 1.003168 .0120984 0.26 0.793 .9797338 1.027163 male | 1.029648 .3824199 0.08 0.937 .4972164 2.132221 edulevel | 1.038169 .2031519 0.19 0.848 .7074607 1.523469 relginx | .9271572 .1857345 -0.38 0.706 .6260873 1.373004 urban | 1.622719 .3469626 2.26 0.024 1.067194 2.467422 occupa2 | .4769973 .2941 -1.20 0.230 .1424605 1.597119 occupa3 | 1.63307 .7131228 1.12 0.261 .6939133 3.8433 demsat | 1.274532 .2707055 1.14 0.253 .8405415 1.932603 lrself | .6374746 .0714334 -4.02 0.000 .5117759 .7940464 eusup | .908579 .1401599 -0.62 0.534 .6715124 1.229338 -------------+---------------------------------------------------------------- progdem | _Iretnat_1 | 1.791368 1.197427 0.87 0.383 .4832873 6.639941 _Iretnat_3 | 3.051687 1.737718 1.96 0.050 .9996344 9.316197 age | 1.002752 .010493 0.26 0.793 .9823954 1.02353 male | .8570864 .2667609 -0.50 0.620 .4656882 1.577444 edulevel | 1.692919 .2560241 3.48 0.000 1.258655 2.277012 relginx | .7620737 .1300495 -1.59 0.111 .5454283 1.064771 urban | .9508017 .1734678 -0.28 0.782 .6649569 1.359522 occupa2 | .9677165 .3982864 -0.08 0.936 .4319329 2.168104 occupa3 | .7935034 .3498279 -0.52 0.600 .3344134 1.882842 demsat | 1.394456 .2540673 1.82 0.068 .9757022 1.99293 lrself | 1.06983 .1033884 0.70 0.485 .8852273 1.29293 eusup | 1.122179 .1649837 0.78 0.433 .8412361 1.496948 -------------+---------------------------------------------------------------- fg | _Iretnat_1 | .752463 .268824 -0.80 0.426 .373582 1.515599 _Iretnat_3 | .8864298 .2464309 -0.43 0.665 .514052 1.528557 age | .9991712 .0067903 -0.12 0.903 .9859507 1.012569 male | .7234467 .151572 -1.55 0.122 .4798087 1.0908 edulevel | 1.043359 .1147591 0.39 0.700 .8410271 1.294367 relginx | .8766927 .0954581 -1.21 0.227 .7082146 1.08525 urban | .9527934 .1179107 -0.39 0.696 .7475845 1.214331 occupa2 | 1.273 .3606494 0.85 0.394 .7305964 2.218092 occupa3 | .8502337 .2424302 -0.57 0.569 .4862193 1.486772 demsat | 1.054058 .1312749 0.42 0.672 .8257598 1.345473 lrself | 1.002219 .0641828 0.03 0.972 .8839974 1.13625 eusup | 1.026257 .1014976 0.26 0.793 .8454187 1.245778 ------------------------------------------------------------------------------ (Outcome vote==ff is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [labor]_Iretnat_1 = 0 ( 2) [progdem]_Iretnat_1 = 0 ( 3) [fg]_Iretnat_1 = 0 ( 4) [labor]_Iretnat_3 = 0 ( 5) [progdem]_Iretnat_3 = 0 ( 6) [fg]_Iretnat_3 = 0 chi2( 6) = 5.96 Prob > chi2 = 0.4277 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 40 7.94 7.94 progdem | 57 11.31 19.25 fg | 160 31.75 50.99 ff | 247 49.01 100.00 ------------+----------------------------------- Total | 504 100.00 >.98 .98 .98 .98 .98 .99 .99 .99 .99 .99 1 1 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 .8067729 .0793651 .0895423 .0911687 .0768802 .0752312 .0929473 .0818556 22 .0990358 .1130952 .1131395 .1213267 .0626034 .0491619 .1334275 .0913153 30 .728141 .3174603 .3170388 .3162694 .3507695 .3744284 .3073697 .297713 60 . .4900794 .4802794 .4712352 .509747 .5011785 .4662554 .5291161 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .0895423 .087568 .0462432 .0271971 .20316 22 .1131395 .1200932 .0522301 .0454328 .245129 30 .3170388 .3150772 .0730871 .1853706 .4697164 60 .4802794 .4772615 .0791541 .3238681 .6315201 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0911687 .0043279 .0403652 -.0846592 .084333 22 .1213267 .0202349 .0501898 -.0757932 .1220659 30 .3162694 .0044518 .0706524 -.1384668 .139822 60 .4712352 -.0290146 .0739887 -.1713607 .1178186 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0768802 -.0106636 .0439988 -.0947389 .086364 22 .0626034 -.0576474 .0457572 -.1566477 .0225918 30 .3507695 .0350907 .065459 -.0890769 .1695247 60 .509747 .0332203 .0710652 -.1075574 .1693396 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0929473 .0136135 .0407625 -.0751972 .0912678 22 .1334275 .0833272 .0461421 .0083009 .1882785 30 .3073697 -.0615705 .0622902 -.1911602 .0549286 60 .4662554 -.0353703 .0685937 -.1659233 .1004084 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0818556 .0059858 .0527575 -.1002632 .1255999 22 .0913153 .0417671 .0496286 -.045247 .1533101 30 .297713 -.0727322 .0792405 -.2283888 .0829603 60 .5291161 .0249794 .0817164 -.1388164 .1845901 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .0897359 .0466828 .0285827 .2061506 22 .1236067 .0537443 .0477737 .2545804 30 .3237662 .073276 .194632 .4797456 60 .4921479 .0772794 .343011 .6439461 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0044904 .0404061 -.0840406 .0856042 22 .0208466 .0510122 -.0804185 .125225 30 .0026478 .0675503 -.1374371 .132983 60 -.0298762 .0694618 -.1691688 .1037714 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0105907 .0443936 -.0957048 .0869523 22 -.0588903 .0472584 -.1609472 .026447 30 .0364715 .0634172 -.081771 .1656283 60 .0301646 .0653624 -.0940634 .1581357 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0139334 .0412231 -.074984 .0928097 22 .0851886 .0478854 .0050505 .1924456 30 -.0628773 .0607678 -.1843755 .0487614 60 -.0301917 .0623846 -.1501355 .0873452 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0065734 .0526102 -.1006393 .1267957 22 .0429444 .0500053 -.0483079 .1605027 30 -.0732304 .0746125 -.2222762 .0873032 60 .0299019 .0777642 -.1221636 .1913503