The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 471 LR chi2(39) = 555.01 Prob > chi2 = 0.0000 Log likelihood = -312.50473 Pseudo R2 = 0.4703 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- socpp | _Iretnat_1 | .632955 .3393728 -0.85 0.394 .2213005 1.810353 _Iretnat_3 | .3248444 .1890516 -1.93 0.053 .1038238 1.016375 age | .9403169 .0170155 -3.40 0.001 .9075515 .9742651 male | .8279223 .3512635 -0.45 0.656 .3604536 1.901646 income | .9863895 .2525868 -0.05 0.957 .5971446 1.629361 edulevel | 1.2056 .1931775 1.17 0.243 .8806684 1.65042 notrelig | 1.598419 .5011881 1.50 0.135 .8645585 2.9552 urban | .8757764 .2335518 -0.50 0.619 .5192722 1.477037 occupa2 | 3.055221 1.459845 2.34 0.019 1.197628 7.794055 occupa3 | 3.934327 2.692815 2.00 0.045 1.028663 15.04762 demsat | .8528153 .2321614 -0.58 0.559 .5001875 1.454043 lrself | .4610282 .0863939 -4.13 0.000 .3193136 .6656371 supeu | .417027 .0848232 -4.30 0.000 .2799174 .6212958 -------------+---------------------------------------------------------------- cons | _Iretnat_1 | 3.51663 1.594351 2.77 0.006 1.44615 8.551453 _Iretnat_3 | .3076012 .2130645 -1.70 0.089 .079139 1.195598 age | 1.04262 .0165465 2.63 0.009 1.010689 1.07556 male | 1.17813 .4226636 0.46 0.648 .5832002 2.379954 income | 1.001516 .2289031 0.01 0.995 .6398969 1.567493 edulevel | 1.367631 .2130869 2.01 0.044 1.007733 1.856061 notrelig | .7039936 .2470393 -1.00 0.317 .3538934 1.400441 urban | .9716529 .2404551 -0.12 0.907 .5982244 1.578186 occupa2 | 1.256782 .6069047 0.47 0.636 .487766 3.238235 occupa3 | .5711461 .368868 -0.87 0.386 .1610678 2.025283 demsat | .8063325 .2131237 -0.81 0.415 .4803205 1.353622 lrself | 3.725354 .5381394 9.10 0.000 2.806783 4.944546 supeu | 1.125225 .1636668 0.81 0.417 .8461159 1.496403 -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 5.316777 3.11383 2.85 0.004 1.687069 16.75576 _Iretnat_3 | .2229596 .2711488 -1.23 0.217 .0205613 2.417694 age | 1.055044 .0200967 2.81 0.005 1.016381 1.095177 male | 1.71347 .7385966 1.25 0.212 .7361448 3.988316 income | 1.098171 .2975656 0.35 0.730 .6456903 1.867736 edulevel | 1.176433 .2229934 0.86 0.391 .8113746 1.70574 notrelig | .6839877 .3135783 -0.83 0.407 .2784901 1.679913 urban | .3799843 .1233168 -2.98 0.003 .2011518 .7178063 occupa2 | .5441603 .3200701 -1.03 0.301 .1718138 1.723438 occupa3 | .4508131 .3349512 -1.07 0.284 .1050895 1.933899 demsat | .7144688 .2272815 -1.06 0.291 .3830059 1.332788 lrself | 2.214691 .3632401 4.85 0.000 1.605848 3.054373 supeu | 2.233139 .4547707 3.95 0.000 1.498206 3.328587 ------------------------------------------------------------------------------ (Outcome vote==socdem is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [socpp]_Iretnat_1 = 0 ( 2) [cons]_Iretnat_1 = 0 ( 3) [lib]_Iretnat_1 = 0 ( 4) [socpp]_Iretnat_3 = 0 ( 5) [cons]_Iretnat_3 = 0 ( 6) [lib]_Iretnat_3 = 0 chi2( 6) = 29.56 Prob > chi2 = 0.0000 vote | Freq. Percent Cum. ------------+----------------------------------- socpp | 60 12.74 12.74 socdem | 186 39.49 52.23 cons | 168 35.67 87.90 lib | 57 12.10 100.00 ------------+----------------------------------- Total | 471 100.00 > .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 -------------------------------------------------------------------------------- 15 .1350456 .1273885 .1306219 .1380871 .1498402 .1752896 .1094989 .1362484 20 . .3949045 .3939857 .4873622 .3345706 .4222172 .5982103 .3270151 60 .0000496 .3566879 .355158 .3036057 .3776921 .3220809 .2479703 .3912175 70 .0007448 .1210191 .1202343 .0709451 .1378971 .0804123 .0443205 .145519 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 15 .1306219 .1313906 .0450112 .060511 .2316251 20 .3939857 .3878088 .0785075 .2379673 .5391464 60 .355158 .3528397 .0661305 .2295064 .4835939 70 .1202343 .1279609 .0529215 .0518395 .2530837 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 15 .1380871 .0128829 .0376641 -.053345 .0927943 20 .4873622 .1139884 .0808179 -.0286406 .2872976 60 .3036057 -.0665822 .0715525 -.217929 .0670614 70 .0709451 -.0602892 .0573063 -.1792634 .052175 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 15 .1498402 .0420171 .0611097 -.071718 .1668694 20 .3345706 -.1460576 .0913814 -.3377716 .019717 60 .3776921 .0585806 .0484474 -.0257982 .1665497 70 .1378971 .0454599 .0371181 -.0222644 .1252273 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 15 .1094989 -.06221 .0463592 -.1692692 .0105389 20 .5982103 .1655823 .10234 -.0136139 .3854993 60 .2479703 -.0719281 .0812191 -.2475958 .0817413 70 .0443205 -.0314443 .0640356 -.1589692 .1100019 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 15 .1362484 -.0416369 .043618 -.142669 .0292601 20 .3270151 -.0931387 .0800042 -.2605618 .0536817 60 .3912175 .0704126 .0651755 -.0472563 .2101195 70 .145519 .0643631 .0506218 -.0282831 .1730253 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 15 .1328094 .0452055 .0623503 .2342867 20 .3961997 .070121 .2635065 .5359925 60 .359224 .0607897 .2493839 .4844792 70 .1300613 .0545802 .0534612 .2607104 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 15 .0131383 .0373537 -.0537653 .0909341 20 .1003609 .057799 -.0059574 .2202229 60 -.0798286 .061248 -.2122098 .0298515 70 -.0752685 .0544058 -.1897131 .023371 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 15 .0409952 .0603746 -.0695489 .1653954 20 -.1151687 .0680329 -.2535552 .0136461 60 .0685408 .0500255 -.0160042 .1812492 70 .0446762 .0400024 -.0281064 .1290651 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 15 -.0639033 .0470461 -.1743639 .0069211 20 .1055717 .0695141 -.0234421 .2488617 60 -.1264318 .0759484 -.2881068 .0060775 70 -.0321915 .0601386 -.1477714 .0977115 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 15 -.0427321 .0430768 -.1414369 .0271391 20 -.1060739 .0573225 -.2241473 .0003719 60 .0670605 .0553956 -.0341433 .1864347 70 .0762785 .0471811 -.0009859 .1803792