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(19) = 368.35 Prob > chi2 = 0.0000 Log likelihood = -407.54964 Pseudo R2 = 0.3113 ------------------------------------------------------------------------------ hvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 2 | _Iretnat_1 | .7945882 .3197411 -0.57 0.568 .3610937 1.748495 _Iretnat_3 | .5707056 .1214363 -2.64 0.008 .3760894 .8660305 age | 1.000167 .0057295 0.03 0.977 .9890002 1.01146 educ | 1.269916 .1511852 2.01 0.045 1.00563 1.603658 income | 1.474643 .1471684 3.89 0.000 1.212655 1.793231 occupB1 | .7745888 .1831791 -1.08 0.280 .4872752 1.231312 occupB3 | .7201585 .2864282 -0.83 0.409 .3302784 1.570276 presapp | .8784543 .0906426 -1.26 0.209 .7176102 1.07535 union | .8970373 .2166758 -0.45 0.653 .5587354 1.440174 female | 1.195389 .2300642 0.93 0.354 .8197606 1.743136 black | .3229036 .1599255 -2.28 0.022 .1223194 .8524132 church | .9601689 .0851642 -0.46 0.647 .8069535 1.142475 south | 1.371034 .2999194 1.44 0.149 .8929856 2.105 pid | 1.559642 .0857472 8.08 0.000 1.400319 1.737092 libcon | 1.327511 .1043119 3.61 0.000 1.138029 1.548542 abort96 | .9009801 .0934167 -1.01 0.315 .7352917 1.104004 defspd96 | 1.095047 .083123 1.20 0.232 .9436687 1.270708 trust | .7619395 .100704 -2.06 0.040 .5880563 .9872384 efficacy | .8462267 .1173666 -1.20 0.229 .6448076 1.110563 ------------------------------------------------------------------------------ (Outcome hvote==democrat is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [2]_Iretnat_1 = 0.0 ( 2) [2]_Iretnat_3 = 0.0 chi2( 2) = 7.08 Prob > chi2 = 0.0290 hvote | Freq. Percent Cum. ------------+----------------------------------- democrat | 505 58.05 58.05 2 | 365 41.95 100.00 ------------+----------------------------------- Total | 870 100.00 > .95 .95 .96 .97 .97 .98 .98 .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 -------------------------------------------------------------------------------- 1 . .5804598 .5938289 .6128419 .5363123 .5261888 .6175506 .5640346 2 .0290456 .4195402 .4061711 .3871581 .4636877 .4738112 .3824494 .4359654 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .5938289 .5928024 .0598495 .4702579 .7095395 2 .4061711 .4071976 .0598495 .2904605 .5297421 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .6128419 .0705319 .0467311 -.0221943 .170447 2 .3871581 -.0705319 .0467311 -.170447 .0221943 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .5363123 -.0541799 .0495221 -.1596956 .0384338 2 .4636877 .0541799 .0495221 -.0384338 .1596956 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .6175506 .0832743 .0406266 .0008724 .168718 2 .3824494 -.0832743 .0406266 -.168718 -.0008724 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .5640346 .0373961 .0789836 -.1348802 .1683237 2 .4359654 -.0373961 .0789836 -.1683237 .1348802 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .592641 .0587358 .473038 .7065391 2 .407359 .0587358 .2934609 .526962 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .0844716 .0413402 .0100967 .1757786 2 -.0844716 .0413402 -.1757786 -.0100967 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 -.0662144 .0441569 -.1630713 .0188059 2 .0662144 .0441569 -.0188059 .1630713 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .0992391 .0384178 .0365988 .1860797 2 -.0992391 .0384178 -.1860797 -.0365988 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0392637 .0612678 -.0935163 .188536 2 -.0392637 .0612678 -.188536 .0935163