The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 870 LR chi2(14) = 787.23 Prob > chi2 = 0.0000 Log likelihood = -206.09871 Pseudo R2 = 0.6563 ------------------------------------------------------------------------------ ptvote1 | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lab | _Iretnat_1 | .6759242 .2243195 -1.18 0.238 .3527029 1.295349 _Iretnat_3 | 1.581443 .4607953 1.57 0.116 .8933739 2.799456 age | .9890553 .0091342 -1.19 0.233 .9713137 1.007121 gender | .6004705 .1601667 -1.91 0.056 .3559969 1.012831 educat | 1.020344 .0716259 0.29 0.774 .889189 1.170844 churchat | .9996925 .0716427 -0.00 0.997 .8686909 1.15045 rural | .9974261 .1083017 -0.02 0.981 .8062251 1.233972 income | .9174654 .0321955 -2.45 0.014 .8564846 .982788 occupB1 | .7353719 .2196409 -1.03 0.303 .4095152 1.320517 LRself | .809495 .0747327 -2.29 0.022 .6755089 .9700569 policyA | .8861411 .1645939 -0.65 0.515 .6157419 1.275284 policyB | .6929724 .1439173 -1.77 0.077 .4612511 1.041105 cd1feel | 2.03092 .1554162 9.26 0.000 1.748053 2.35956 cd2feel | .4351483 .0331327 -10.93 0.000 .3748225 .5051831 ------------------------------------------------------------------------------ (Outcome ptvote1==lib is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [lab]_Iretnat_1 = 0.0 ( 2) [lab]_Iretnat_3 = 0.0 chi2( 2) = 6.24 Prob > chi2 = 0.0441 ptvote1 | Freq. Percent Cum. ------------+----------------------------------- lib | 473 54.37 54.37 lab | 397 45.63 100.00 ------------+----------------------------------- Total | 870 100.00 > .98 .98 .99 .99 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 . .5436782 .5209209 .5002768 .547761 .5314174 > .4933501 > .5630951 2 .0440652 .4563218 .4790791 .4997232 .452239 .4685826 > .5066499 > .4369049 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% ------------------------------------------------------------------------------- > - 1 .5209209 .4717654 .0331669 .4083529 .5372926 2 .4790791 .5282346 .0331669 .4627074 .5916471 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% ------------------------------------------------------------------------------- > - 1 .5002768 -.032699 .0221565 -.0836274 .0020691 2 .4997232 .032699 .0221565 -.0020691 .0836274 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% ------------------------------------------------------------------------------- > - 1 .547761 .0328942 .023524 -.0044432 .0845122 2 .452239 -.0328942 .023524 -.0845122 .0044432 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95 > % ------------------------------------------------------------------------------- > - 1 .4933501 -.0359973 .0206385 -.082301 -.005297 2 .5066499 .0359973 .0206385 .005297 .082301 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95 > % ------------------------------------------------------------------------------- > - 1 .5630951 .0271611 .0255232 -.0157595 .0832586 2 .4369049 -.0271611 .0255232 -.0832586 .0157595 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95 > % ------------------------------------------------------------------------------- > - 1 .4726673 .0328457 .4107502 .5372163 2 .5273327 .0328457 .4627837 .5892498 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_ > 95% ------------------------------------------------------------------------------- > - 1 -.0326808 .0244164 -.0853402 .0137406 2 .0326808 .0244164 -.0137406 .0853402 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_ > 95% ------------------------------------------------------------------------------- > - 1 .0327935 .0260934 -.0172957 .0906509 2 -.0327935 .0260934 -.0906509 .0172957 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_w > s_95% ------------------------------------------------------------------------------- > - 1 -.0361296 .0232948 -.0866491 .0067562 2 .0361296 .0232948 -.0067562 .0866491 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt > _95% ------------------------------------------------------------------------------- > - 1 .0268057 .0277247 -.0286638 .087527 2 -.0268057 .0277247 -.087527 .0286638