The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 1150 LR chi2(51) = 1207.83 Prob > chi2 = 0.0000 Log likelihood = -661.25688 Pseudo R2 = 0.4773 ------------------------------------------------------------------------------ ptvote1 | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 1.333577 .4431787 0.87 0.386 .6952546 2.557951 _Iretnat_3 | 3.497533 1.003212 4.37 0.000 1.993462 6.136426 age | .9921379 .0087279 -0.90 0.370 .9751782 1.009393 gender | .8164666 .1899562 -0.87 0.383 .5174888 1.288178 classipo | .6833215 .1324283 -1.96 0.049 .4673706 .9990534 educat1 | 1.043339 .077682 0.57 0.569 .9016727 1.207262 rural | 1.009845 .1239366 0.08 0.936 .7939408 1.284462 churchat | 1.025747 .0499621 0.52 0.602 .9323525 1.128498 occupb1 | 1.683494 .4621769 1.90 0.058 .9829408 2.883338 policy1 | .4181506 .0890284 -4.10 0.000 .2754885 .6346905 policy4 | .6030626 .0814506 -3.74 0.000 .4628047 .7858271 policy9 | .8015219 .1299297 -1.36 0.172 .5833543 1.101282 lrselfpl | 1.10004 .0732011 1.43 0.152 .9655305 1.253288 cd1feel | .5460496 .0285343 -11.58 0.000 .492892 .6049402 cd2feel | 1.472675 .0791618 7.20 0.000 1.325414 1.636297 cd3feel | 1.325879 .0776036 4.82 0.000 1.182178 1.487046 cd4feel | .8761129 .0506488 -2.29 0.022 .7822604 .9812253 -------------+---------------------------------------------------------------- nat | _Iretnat_1 | .8175267 .3890162 -0.42 0.672 .3217079 2.077505 _Iretnat_3 | 2.654051 .9661788 2.68 0.007 1.300285 5.417265 age | .9877755 .0111376 -1.09 0.275 .9661857 1.009848 gender | .8948633 .2671914 -0.37 0.710 .4984276 1.606613 classipo | .779981 .1873342 -1.03 0.301 .4871293 1.248889 educat1 | 1.019468 .098306 0.20 0.842 .8439041 1.231555 rural | .4375256 .0633784 -5.71 0.000 .3293832 .5811732 churchat | .966487 .059196 -0.56 0.578 .8571585 1.08976 occupb1 | 2.099333 .7229089 2.15 0.031 1.068978 4.122817 policy1 | .6956482 .1869668 -1.35 0.177 .4107858 1.178051 policy4 | .6348213 .1136969 -2.54 0.011 .4468901 .9017834 policy9 | .7017966 .1418983 -1.75 0.080 .4721764 1.043081 lrselfpl | 1.105412 .0898101 1.23 0.217 .942687 1.296226 cd1feel | .5403024 .033509 -9.93 0.000 .4784606 .6101373 cd2feel | 1.178918 .0787778 2.46 0.014 1.0342 1.343886 cd3feel | 1.480731 .1164899 4.99 0.000 1.269146 1.727589 cd4feel | .8361831 .0597842 -2.50 0.012 .7268477 .9619652 -------------+---------------------------------------------------------------- dem | _Iretnat_1 | 1.469256 .7208145 0.78 0.433 .5616936 3.843222 _Iretnat_3 | 3.255387 1.39616 2.75 0.006 1.404566 7.545068 age | 1.000403 .0127216 0.03 0.975 .9757771 1.02565 gender | 1.495058 .4953829 1.21 0.225 .7809351 2.862207 classipo | .677838 .1837435 -1.43 0.151 .3984632 1.153091 educat1 | 1.023736 .1211779 0.20 0.843 .8117697 1.291051 rural | .9498328 .1606965 -0.30 0.761 .6817694 1.323295 churchat | 1.087789 .0777529 1.18 0.239 .9455895 1.251373 occupb1 | 1.491694 .5882863 1.01 0.311 .6886323 3.231261 policy1 | .5763462 .140225 -2.26 0.024 .3577554 .9284975 policy4 | .7029158 .1353513 -1.83 0.067 .4819462 1.025199 policy9 | 1.081805 .2723182 0.31 0.755 .6605106 1.771815 lrselfpl | 1.106455 .1041888 1.07 0.283 .9199853 1.33072 cd1feel | .5551416 .0369945 -8.83 0.000 .4871693 .6325977 cd2feel | .9433815 .0649937 -0.85 0.398 .8242223 1.079768 cd3feel | 1.002151 .0772152 0.03 0.978 .8616847 1.165515 cd4feel | 1.715338 .1334522 6.94 0.000 1.472742 1.997894 ------------------------------------------------------------------------------ (Outcome ptvote1==lab is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [lib]_Iretnat_1 = 0.0 ( 2) [nat]_Iretnat_1 = 0.0 ( 3) [dem]_Iretnat_1 = 0.0 ( 4) [lib]_Iretnat_3 = 0.0 ( 5) [nat]_Iretnat_3 = 0.0 ( 6) [dem]_Iretnat_3 = 0.0 chi2( 6) = 28.43 Prob > chi2 = 0.0001 ptvote1 | Freq. Percent Cum. ------------+----------------------------------- lib | 393 34.17 34.17 lab | 582 50.61 84.78 nat | 106 9.22 94.00 dem | 69 6.00 100.00 ------------+----------------------------------- Total | 1150 100.00 > 1 These are the following stats: test: test that the coeffcients on retnat are jointly 0 in each equation sepera > tely 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) whe > n retnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) wh > en retnat gets worse by one category party test freq pv worse better all_neu > tral all_worse all_better ------------------------------------------------------------------------------- > - 1 6.10e-06 .3417391 .3436417 .3561585 .305389 .2930608 > .3780058 > .3281258 2 . .506087 .5022265 .4824341 .5512283 .5615876 > .445838 > .5403736 3 .0023453 .0921739 .0924448 .0970694 .0895651 .0969824 > .1011162 > .0717413 4 .0097221 .06 .061687 .064338 .0538176 .0483691 > .07504 > .0597592 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% ------------------------------------------------------------------------------- > - 1 .3436417 .3045752 .0469032 .2169043 .3961153 2 .5022265 .5324281 .0427895 .446823 .6085384 3 .0924448 .096254 .0337836 .0447864 .1716629 4 .061687 .0667426 .0307834 .0245345 .1400645 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% ------------------------------------------------------------------------------- > - 1 .3561585 .0183048 .0226243 -.0236427 .0637016 2 .4824341 -.0290617 .0321211 -.0948063 .030228 3 .0970694 .0049598 .014595 -.019841 .0353489 4 .064338 .0057972 .0206897 -.0343612 .0472692 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% ------------------------------------------------------------------------------- > - 1 .305389 -.0521198 .0423139 -.1376357 .0249853 2 .5512283 .0693872 .0346949 .0101036 .142925 3 .0895651 -.0061593 .0295764 -.0631862 .0490822 4 .0538176 -.0111082 .0244053 -.0593467 .0353618 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95 > % ------------------------------------------------------------------------------- > - 1 .3780058 .076973 .0355416 .0180978 .1518632 2 .445838 -.1145603 .0389528 -.2009739 -.0535964 3 .1011162 .0057256 .0237782 -.0381851 .052062 4 .07504 .0318617 .0260806 -.0098816 .0895535 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95 > % ------------------------------------------------------------------------------- > - 1 .3281258 .0329994 .0352434 -.0340185 .1068377 2 .5403736 -.0201484 .0302088 -.0812357 .0383576 3 .0717413 -.0257557 .0256336 -.0833536 .014949 4 .0597592 .0129048 .0218866 -.0276478 .0591771 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95 > % ------------------------------------------------------------------------------- > - 1 .3164184 .0417662 .2402023 .3986344 2 .5368823 .0383516 .4613598 .6067025 3 .0978444 .0339041 .0462171 .1752022 4 .0673072 .0302043 .0251831 .1383478 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_ > 95% ------------------------------------------------------------------------------- > - 1 .0305671 .0224372 -.0104086 .0760008 2 -.0260393 .0270445 -.0801918 .0232325 3 .0150135 .0188606 -.0157034 .0570866 4 .0118037 .0197246 -.0229906 .0556254 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_ > 95% ------------------------------------------------------------------------------- > - 1 -.0735475 .0355327 -.1461474 -.0099236 2 .0668407 .0299087 .0141358 .1288145 3 -.0149435 .028695 -.0725866 .0385775 4 -.0219737 .0222436 -.0720377 .0165958 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_w > s_95% ------------------------------------------------------------------------------- > - 1 .0876932 .0303162 .0354447 .1512137 2 -.1108799 .032766 -.1810207 -.0560587 3 .0054535 .0226296 -.0398853 .0488473 4 .0311719 .0228752 -.0043872 .0850654 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt > _95% ------------------------------------------------------------------------------- > - 1 .0061394 .0302848 -.0539699 .0630634 2 -.0225075 .0259526 -.0736942 .0266359 3 -.0357399 .0279672 -.1002029 .00743 4 .000701 .0193739 -.0403733 .0388875