The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 721 LR chi2(36) = 658.69 Prob > chi2 = 0.0000 Log likelihood = -318.57182 Pseudo R2 = 0.5083 ------------------------------------------------------------------------------ prestri | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- republican | _Iretnat_1 | .410874 .1245734 -2.93 0.003 .2267941 .7443644 _Iretnat_3 | 4.385977 2.157256 3.01 0.003 1.672632 11.50092 age | 1.009672 .0092152 1.05 0.292 .9917709 1.027896 educ | 1.425762 .2782706 1.82 0.069 .972557 2.090156 income | 1.416089 .2307006 2.14 0.033 1.029006 1.948781 occupB1 | .543815 .2123438 -1.56 0.119 .2529776 1.169016 occupB3 | .4926367 .3731099 -0.93 0.350 .1116476 2.173723 union | .8248109 .312247 -0.51 0.611 .3927505 1.732176 female | 1.115361 .3465611 0.35 0.725 .6066425 2.050679 black | .0264957 .0326423 -2.95 0.003 .0023687 .2963748 church | 1.270135 .1838206 1.65 0.098 .9564435 1.686709 south | 1.243327 .3927695 0.69 0.491 .6694048 2.309307 pid | 2.650815 .230886 11.19 0.000 2.234806 3.144264 libcon | 1.660246 .2323278 3.62 0.000 1.261999 2.184168 abort96 | .7081096 .1130326 -2.16 0.031 .5178771 .9682205 defspd96 | 1.163275 .1456611 1.21 0.227 .9101185 1.486848 trust | .8912509 .1875007 -0.55 0.584 .590099 1.346093 efficacy | .7961862 .196269 -0.92 0.355 .4911156 1.29076 -------------+---------------------------------------------------------------- major third | _Iretnat_1 | .5346198 .1942539 -1.72 0.085 .2622777 1.089755 _Iretnat_3 | 3.14957 1.621005 2.23 0.026 1.148575 8.636611 age | .9773728 .0112729 -1.98 0.047 .9555262 .999719 educ | .9933205 .2321892 -0.03 0.977 .6282328 1.570573 income | 1.15212 .2111169 0.77 0.440 .8044918 1.649961 occupB1 | .5311365 .2275477 -1.48 0.140 .2293704 1.229915 occupB3 | .7340063 .5973914 -0.38 0.704 .1489106 3.618044 union | .7496987 .3251268 -0.66 0.507 .3204354 1.754014 female | .6871086 .2519658 -1.02 0.306 .3348775 1.409824 black | .110393 .1189548 -2.05 0.041 .0133574 .9123476 church | .8586109 .1534441 -0.85 0.394 .6048901 1.218755 south | 1.346431 .492425 0.81 0.416 .6574724 2.757343 pid | 1.43649 .1440928 3.61 0.000 1.180102 1.748581 libcon | 1.311506 .210582 1.69 0.091 .9574082 1.796568 abort96 | .8285547 .155406 -1.00 0.316 .573677 1.196671 defspd96 | 1.026078 .1444534 0.18 0.855 .7786574 1.352117 trust | .613594 .164814 -1.82 0.069 .3624471 1.038766 efficacy | .7275479 .2169171 -1.07 0.286 .4055808 1.305106 ------------------------------------------------------------------------------ (Outcome prestri==democrat is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [republican]_Iretnat_1 = 0.0 ( 2) [major third]_Iretnat_1 = 0.0 ( 3) [republican]_Iretnat_3 = 0.0 ( 4) [major third]_Iretnat_3 = 0.0 chi2( 4) = 25.81 Prob > chi2 = 0.0000 prestri | Freq. Percent Cum. ------------+----------------------------------- republican | 305 42.30 42.30 democrat | 364 50.49 92.79 major third | 52 7.21 100.00 ------------+----------------------------------- Total | 721 100.00 > .99 .99 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 -------------------------------------------------------------------------------- 3 7.06e-06 .4230236 .3932003 .4657552 .3486111 .4034184 .5077823 .3377488 4 . .5048544 .5195971 .4199452 .5765722 .5048894 .3550062 .5898684 5 .0033418 .0721221 .0872026 .1142996 .0748168 .0916922 .1372115 .0723829 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 3 .3932003 .420553 .0503585 .3256691 .5125795 4 .5195971 .5062843 .0529957 .4007847 .6007259 5 .0872026 .0731627 .0448467 .0192731 .1865922 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .4657552 .0735186 .0437935 .0033203 .1719211 4 .4199452 -.0996362 .048751 -.2065918 -.0212963 5 .1142996 .0261176 .0379853 -.0398052 .1082531 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .3486111 -.067828 .0421592 -.1633355 .0011941 4 .5765722 .0767952 .0378291 .0173221 .1597643 5 .0748168 -.0089672 .0300436 -.0695198 .0518109 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .5077823 .0936631 .0549577 .0057314 .2227381 4 .3550062 -.1293785 .0647856 -.2706398 -.0235978 5 .1372115 .0357153 .0509231 -.0486566 .1496946 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .3377488 -.0624766 .0390741 -.1474727 .0006448 4 .5898684 .0779058 .0386202 .0179398 .1635457 5 .0723829 -.0154292 .0300854 -.0770558 .0420862 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 3 .4239721 .0477856 .3353872 .5140224 4 .5098963 .0489935 .4171839 .5995663 5 .0769025 .0455003 .0224212 .1899208 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .071087 .0410561 .0047771 .1632505 4 -.1002658 .0465251 -.2027807 -.0242205 5 .0228854 .0362332 -.0348938 .1104389 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 -.0707265 .0391596 -.1567393 -.0055206 4 .076373 .0370277 .017695 .1579068 5 -.0220205 .0317102 -.0983281 .0295778 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .0854267 .0514903 .0043421 .2052905 4 -.1309239 .060546 -.2683373 -.0335725 5 .0218106 .0431692 -.0453609 .1281361 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 -.0662097 .0364304 -.1456994 -.0055776 4 .0767137 .0374353 .0169642 .1588238 5 -.0232038 .0301215 -.0944845 .0252818