The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 1039 LR chi2(36) = 890.00 Prob > chi2 = 0.0000 Log likelihood = -647.7077 Pseudo R2 = 0.4072 ------------------------------------------------------------------------------ prestri | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- republican | _Iretnat_1 | 4.913203 3.337411 2.34 0.019 1.297674 18.60218 _Iretnat_3 | .552494 .1501393 -2.18 0.029 .3243509 .9411094 age | .9838308 .0073375 -2.19 0.029 .9695541 .9983176 educ | 1.182577 .1846799 1.07 0.283 .8707618 1.606051 income | 1.094132 .1348175 0.73 0.465 .8593809 1.393008 occupB1 | .8804651 .2606375 -0.43 0.667 .4928757 1.572849 occupB3 | .9830716 .4778261 -0.04 0.972 .3791884 2.54868 union | 1.200075 .3699492 0.59 0.554 .6558539 2.195886 female | 1.090517 .2707702 0.35 0.727 .670322 1.774115 black | .1291333 .08654 -3.05 0.002 .0347213 .4802639 church | 1.374456 .1580668 2.77 0.006 1.097084 1.721955 south | 1.238579 .3480736 0.76 0.446 .714025 2.148493 pid | 2.842974 .2113982 14.05 0.000 2.457419 3.289021 libcon | 1.788886 .1833156 5.68 0.000 1.463376 2.186801 abort96 | .715812 .0945405 -2.53 0.011 .5525568 .9273015 defspd96 | 1.063661 .099318 0.66 0.509 .8857752 1.277271 trust | .8700128 .1493776 -0.81 0.417 .6214095 1.218073 efficacy | .725089 .12755 -1.83 0.068 .5136377 1.023589 -------------+---------------------------------------------------------------- major third | _Iretnat_1 | 3.501703 2.305596 1.90 0.057 .9634518 12.72708 _Iretnat_3 | .9001474 .2357109 -0.40 0.688 .5387901 1.503861 age | .9670577 .0067441 -4.80 0.000 .9539293 .9803667 educ | .8097795 .1135038 -1.51 0.132 .6152576 1.065802 income | 1.075361 .1174112 0.67 0.506 .8681952 1.331959 occupB1 | .8980627 .2311337 -0.42 0.676 .5422924 1.487235 occupB3 | .9406298 .4413453 -0.13 0.896 .3750018 2.359414 union | 1.025041 .274779 0.09 0.926 .6061258 1.733484 female | .5956124 .1318613 -2.34 0.019 .3859386 .9191986 black | .0602199 .0448448 -3.77 0.000 .0139915 .2591885 church | 1.097065 .1158028 0.88 0.380 .8920356 1.349219 south | .6939757 .1897566 -1.34 0.182 .4060661 1.186019 pid | 1.868422 .1229618 9.50 0.000 1.642317 2.125656 libcon | 1.369326 .1212496 3.55 0.000 1.15116 1.628839 abort96 | .970981 .1216886 -0.23 0.814 .7595101 1.241332 defspd96 | .9296101 .0776933 -0.87 0.382 .7891519 1.095068 trust | .565272 .0918012 -3.51 0.000 .4111693 .777131 efficacy | .7860952 .1246609 -1.52 0.129 .5760889 1.072657 ------------------------------------------------------------------------------ (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) = 15.90 Prob > chi2 = 0.0032 prestri | Freq. Percent Cum. ------------+----------------------------------- republican | 354 34.07 34.07 democrat | 470 45.24 79.31 major third | 215 20.69 100.00 ------------+----------------------------------- Total | 1039 100.00 > .9 .91 .91 .92 .92 .93 .93 .94 .94 .95 .95 .96 .96 .97 .97 .98 .98 .99 .99 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 -------------------------------------------------------------------------------- 3 .0007279 .3407122 .3311507 .3108572 .3972689 .3710368 .3070441 .4737841 4 . .452358 .4437081 .4565456 .3898295 .4236368 .4587247 .2708723 5 .0962029 .2069297 .2251412 .2325972 .2129016 .2053264 .2342313 .2553436 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 3 .3311507 .3257347 .0481337 .2372938 .4205429 4 .4437081 .4511407 .0487102 .3575632 .543027 5 .2251412 .2231246 .0558698 .1300957 .3428688 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .3108572 -.0820459 .0456328 -.1770588 .0018105 4 .4565456 .0617273 .0360709 -.003378 .1327941 5 .2325972 .0203186 .0464181 -.0650819 .1146777 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .3972689 .065247 .0378642 -.0026048 .1448565 4 .3898295 -.0511132 .0365862 -.1256062 .0128014 5 .2129016 -.0141338 .0410968 -.0957487 .0647577 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .3070441 -.0612117 .0306991 -.1262907 -.0076561 4 .4587247 .0363358 .0318785 -.0190383 .1003 5 .2342313 .0248759 .0336514 -.0360112 .0940541 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .4737841 .1100257 .0790699 -.0286286 .2811092 4 .2708723 -.1624152 .0779607 -.3198392 -.02478 5 .2553436 .0523895 .0846048 -.1031473 .2235503 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 3 .3251865 .0457267 .2408635 .4148182 4 .4518236 .0462667 .3642496 .5401449 5 .2110258 .0492458 .1283811 .3165383 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 -.083243 .0450608 -.1757475 -.006966 4 .058503 .0361661 -.0125135 .1287606 5 .0284602 .0415642 -.0531408 .1036293 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .0681253 .0377763 .0055317 .1466938 4 -.0540967 .0370581 -.1280146 .015733 5 -.0289343 .0365196 -.0962472 .0433824 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 -.0624989 .0323366 -.1313863 -.0078617 4 .0409959 .0327039 -.0199853 .1062038 5 .042888 .031577 -.0174358 .103654 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .1028722 .0665947 -.0013768 .2414795 4 -.1468882 .0752876 -.2949421 -.0051561 5 .0215061 .0577326 -.0748344 .1446974