The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 547 LR chi2(52) = 548.47 Prob > chi2 = 0.0000 Log likelihood = -533.73943 Pseudo R2 = 0.3394 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pcf-psu | _Iretnat_1 | .7869075 .3387675 -0.56 0.578 .3384365 1.829659 _Iretnat_3 | 1.45696 .5652125 0.97 0.332 .681134 3.116466 age | .9709643 .0142475 -2.01 0.045 .9434374 .9992943 male | 1.22165 .4061308 0.60 0.547 .6367505 2.343819 income | .9486818 .166173 -0.30 0.764 .6730113 1.337269 edulevel | .7459573 .1184386 -1.85 0.065 .5464687 1.018269 relig | .9973578 .0578569 -0.05 0.964 .8901694 1.117453 urban | .9268758 .1960249 -0.36 0.720 .6123518 1.40295 occupa2 | .9139504 .4079422 -0.20 0.840 .3810556 2.192082 occupa3 | 1.864273 .9413647 1.23 0.217 .6929395 5.01561 demsat | 1.387525 .2962498 1.53 0.125 .9130643 2.108534 lrself | .6318779 .0729343 -3.98 0.000 .5039454 .7922876 eusup | .696134 .1127743 -2.24 0.025 .5067543 .9562868 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .4790665 .2505894 -1.41 0.159 .1718504 1.335491 _Iretnat_3 | 1.001154 .4377209 0.00 0.998 .424954 2.358632 age | .9758923 .0159556 -1.49 0.136 .9451158 1.007671 male | .8633544 .3351476 -0.38 0.705 .4034216 1.847647 income | .8381515 .163321 -0.91 0.365 .5720824 1.227966 edulevel | .8697396 .1625606 -0.75 0.455 .602967 1.254541 relig | 1.099427 .0695394 1.50 0.134 .9712418 1.24453 urban | .8263113 .2060221 -0.77 0.444 .5068924 1.347012 occupa2 | 4.303025 2.133571 2.94 0.003 1.628254 11.37171 occupa3 | 1.882483 1.242247 0.96 0.338 .5164456 6.861792 demsat | 1.896715 .4725281 2.57 0.010 1.163972 3.090735 lrself | 1.212159 .1710469 1.36 0.173 .9192786 1.598351 eusup | .8977044 .193804 -0.50 0.617 .5879885 1.370559 -------------+---------------------------------------------------------------- rpr | _Iretnat_1 | .2609756 .1452082 -2.41 0.016 .0876974 .7766276 _Iretnat_3 | 1.295819 .5001745 0.67 0.502 .6081185 2.761217 age | 1.021254 .0150583 1.43 0.154 .9921627 1.051198 male | 1.241563 .4432196 0.61 0.544 .6167401 2.499396 income | 1.219026 .2151049 1.12 0.262 .8626068 1.722713 edulevel | 1.321732 .2302563 1.60 0.109 .9394146 1.859643 relig | 1.08547 .0641663 1.39 0.165 .9667185 1.218809 urban | .6845909 .1565131 -1.66 0.097 .4373479 1.071606 occupa2 | 1.379185 .6371081 0.70 0.486 .557717 3.410603 occupa3 | .6171095 .3423585 -0.87 0.384 .2080342 1.830584 demsat | 1.36008 .3075236 1.36 0.174 .8731765 2.118493 lrself | 5.306641 .8865869 9.99 0.000 3.824797 7.362596 eusup | .7794162 .1490201 -1.30 0.192 .5358267 1.133743 -------------+---------------------------------------------------------------- udf | _Iretnat_1 | .5393121 .2578856 -1.29 0.197 .2112598 1.376777 _Iretnat_3 | 1.354082 .5131715 0.80 0.424 .6442518 2.845996 age | 1.019442 .0143117 1.37 0.170 .991774 1.047882 male | 1.331839 .4600884 0.83 0.407 .6767077 2.621213 income | 1.055855 .1792349 0.32 0.749 .7570246 1.472647 edulevel | 1.406532 .2366911 2.03 0.043 1.011369 1.956094 relig | 1.146473 .0656907 2.39 0.017 1.024688 1.282733 urban | .6268113 .1387842 -2.11 0.035 .4061343 .9673952 occupa2 | 2.015043 .9339518 1.51 0.131 .8123838 4.99813 occupa3 | 1.817005 .9547425 1.14 0.256 .648774 5.088838 demsat | 1.06586 .2331057 0.29 0.771 .69429 1.636288 lrself | 4.541517 .7343807 9.36 0.000 3.307946 6.235101 eusup | .8051276 .1500936 -1.16 0.245 .5587041 1.160239 ------------------------------------------------------------------------------ (Outcome vote==ps-mrg is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [pcf-psu]_Iretnat_1 = 0 ( 2) [green]_Iretnat_1 = 0 ( 3) [rpr]_Iretnat_1 = 0 ( 4) [udf]_Iretnat_1 = 0 ( 5) [pcf-psu]_Iretnat_3 = 0 ( 6) [green]_Iretnat_3 = 0 ( 7) [rpr]_Iretnat_3 = 0 ( 8) [udf]_Iretnat_3 = 0 chi2( 8) = 11.51 Prob > chi2 = 0.1744 vote | Freq. Percent Cum. ------------+----------------------------------- pcf-psu | 61 11.15 11.15 ps-mrg | 192 35.10 46.25 green | 38 6.95 53.20 rpr | 127 23.22 76.42 udf | 129 23.58 100.00 ------------+----------------------------------- Total | 547 100.00 > 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 -------------------------------------------------------------------------------- 10 .3619743 .1115174 .1104299 .1223341 .0997687 .1037472 .1299402 .0998826 20 . .3510055 .3535404 .3162745 .4026714 .3460895 .3068483 .4471515 50 .3086943 .0694698 .0757784 .0795278 .0719157 .0881429 .0774089 .0618812 60 .0118917 .2321755 .2276148 .2448305 .1952436 .239346 .2455345 .1403388 70 .1399849 .2358318 .2326365 .2370331 .2304006 .2226744 .2402681 .2507459 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1104299 .1266242 .0474189 .0524633 .2357324 20 .3535404 .3442035 .0695417 .2124016 .4816875 50 .0757784 .0741393 .0434322 .0199423 .1876515 60 .2276148 .2203981 .0548392 .1260114 .3425487 70 .2326365 .2346348 .0607732 .1259423 .3664277 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1223341 .0212923 .0420086 -.0571988 .1061797 20 .3162745 -.0689791 .0631111 -.2033658 .052284 50 .0795278 .0071266 .0347391 -.0621983 .0814501 60 .2448305 .0299821 .033099 -.0369799 .0993416 70 .2370331 .0105781 .0367662 -.0634752 .085314 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0997687 -.0139923 .0329728 -.0814147 .0497211 20 .4026714 .0559561 .0525125 -.0443121 .1663635 50 .0719157 -.00243 .0324102 -.0692823 .0681138 60 .1952436 -.0306178 .0423645 -.116116 .0568164 70 .2304006 -.0089161 .045643 -.0996779 .0817464 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1299402 .0261309 .0358259 -.0371929 .1003405 20 .3068483 -.0382927 .0499355 -.1379165 .0602042 50 .0774089 -.009893 .0298918 -.0791149 .0466774 60 .2455345 .0035809 .0342153 -.0701568 .0709057 70 .2402681 .0184739 .0359826 -.0457371 .0924671 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0998826 -.0052342 .0364718 -.0797976 .0683962 20 .4471515 .0959994 .0673422 -.0275129 .2429677 50 .0618812 -.0235072 .0360273 -.1075543 .0454665 60 .1403388 -.08987 .0501201 -.1919407 .0097193 70 .2507459 .0226121 .0554762 -.0866162 .144969 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1364693 .0476959 .0612616 .244693 20 .3808897 .061454 .2627941 .5056794 50 .0795307 .0436457 .0223586 .1929653 60 .2261208 .0510999 .1362325 .3368092 70 .2431276 .0569307 .1427914 .3676793 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0172448 .0428666 -.0618483 .1076354 20 -.0922803 .0538811 -.1990473 .010392 50 .002774 .0382524 -.0729178 .0821337 60 .0389066 .0378974 -.026226 .1175573 70 .0120292 .0413345 -.0651177 .0950123 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0139788 .0335494 -.0838857 .0469736 20 .0818573 .0505861 -.0102709 .1822853 50 .0035437 .0387073 -.0699583 .0849348 60 -.0432945 .0470917 -.1365194 .0382863 70 -.0153035 .0502214 -.1148226 .0765323 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0203115 .0360459 -.0429191 .0929073 20 -.0681563 .0486861 -.162408 .0129876 50 -.0201979 .0357983 -.1020892 .0398695 60 .0165755 .0393679 -.0526123 .0911055 70 .0167141 .0424928 -.0583513 .0968278 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0090805 .0373527 -.0914501 .0627493 20 .1143094 .0580246 -.0068501 .2311975 50 -.0284768 .0415461 -.1258407 .0453038 60 -.0964352 .0544609 -.2159203 -.0019464 70 -.0087839 .0541777 -.1260948 .0955062