The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 886 LR chi2(51) = 1655.76 Prob > chi2 = 0.0000 Log likelihood = -283.73326 Pseudo R2 = 0.7448 ------------------------------------------------------------------------------ votelist | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- all | _Iretnat_1 | .8247023 .3774804 -0.42 0.674 .3362696 2.022585 _Iretnat_3 | .3212373 .1904152 -1.92 0.055 .1005244 1.026551 age | 1.010735 .0167156 0.65 0.519 .9784985 1.044034 educat | 1.413155 .1979861 2.47 0.014 1.073828 1.859709 urban | .8858216 .1909065 -0.56 0.574 .5806319 1.351424 occupa1 | 2.194147 1.112239 1.55 0.121 .8124218 5.925838 occupa3 | .3641558 .2099462 -1.75 0.080 .1176373 1.127273 demsat | 1.171719 .2316173 0.80 0.423 .7953606 1.726169 lrself | .4866346 .0740803 -4.73 0.000 .3610977 .6558149 A3020_A | .4532328 .0716949 -5.00 0.000 .3324097 .6179724 A3020_B | 4.277851 .7187579 8.65 0.000 3.077571 5.94625 A3020_C | .9637158 .1247696 -0.29 0.775 .7477325 1.242086 A3020_D | .8102366 .1117944 -1.53 0.127 .6182516 1.061839 A3021_A | .6921118 .1024607 -2.49 0.013 .5178021 .9251 A3021_B | 1.436163 .2016811 2.58 0.010 1.090609 1.891204 A3021_C | .8996226 .1122194 -0.85 0.396 .7045001 1.148787 A3021_D | 1.418541 .2106049 2.35 0.019 1.060395 1.897651 -------------+---------------------------------------------------------------- prg | _Iretnat_1 | .6427624 .2418874 -1.17 0.240 .307413 1.343936 _Iretnat_3 | .5822667 .3311994 -0.95 0.342 .1909632 1.775392 age | 1.002899 .0131408 0.22 0.825 .9774713 1.028988 educat | 1.080204 .129569 0.64 0.520 .8538962 1.366489 urban | .687813 .1227981 -2.10 0.036 .4847321 .9759756 occupa1 | 1.934765 .8042964 1.59 0.112 .8565984 4.369977 occupa3 | 2.037392 1.001973 1.45 0.148 .7770709 5.341812 demsat | .7617201 .1626517 -1.27 0.202 .5012294 1.157589 lrself | .6877357 .0819186 -3.14 0.002 .5445428 .8685826 A3020_A | .2671838 .0439317 -8.03 0.000 .1935759 .3687814 A3020_B | 1.036036 .1052434 0.35 0.727 .8489991 1.264277 A3020_C | 4.928032 .8342776 9.42 0.000 3.536484 6.867131 A3020_D | .840863 .0944019 -1.54 0.123 .6747807 1.047823 A3021_A | .8071011 .1047657 -1.65 0.099 .6258033 1.040922 A3021_B | 1.009365 .1236804 0.08 0.939 .7938675 1.28336 A3021_C | 1.470417 .2038396 2.78 0.005 1.120575 1.929479 A3021_D | 1.173478 .1418731 1.32 0.186 .9259021 1.487253 -------------+---------------------------------------------------------------- grn | _Iretnat_1 | .3509932 .1890999 -1.94 0.052 .1220979 1.008996 _Iretnat_3 | .2158976 .1523678 -2.17 0.030 .0541402 .8609453 age | 1.012981 .0185548 0.70 0.481 .9772589 1.050008 educat | 1.333488 .2169643 1.77 0.077 .9693815 1.834354 urban | .9011693 .2227169 -0.42 0.674 .5551862 1.462764 occupa1 | 1.829555 1.066293 1.04 0.300 .5837838 5.733752 occupa3 | .3696233 .2563321 -1.44 0.151 .0949413 1.43901 demsat | 1.074841 .2552593 0.30 0.761 .6748322 1.711955 lrself | .3838907 .0717466 -5.12 0.000 .2661483 .5537215 A3020_A | .4265382 .0743132 -4.89 0.000 .3031504 .6001471 A3020_B | .9850544 .1373374 -0.11 0.914 .7495226 1.2946 A3020_C | .8943091 .1286459 -0.78 0.437 .6745945 1.185585 A3020_D | 2.261951 .4350081 4.24 0.000 1.551615 3.297481 A3021_A | .8151999 .1330021 -1.25 0.210 .5920907 1.12238 A3021_B | 1.061025 .1704542 0.37 0.712 .7744259 1.453689 A3021_C | .8706257 .1246146 -0.97 0.333 .6576535 1.152566 A3021_D | 2.320339 .5234978 3.73 0.000 1.491109 3.610715 ------------------------------------------------------------------------------ (Outcome votelist==ind is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [all]_Iretnat_1 = 0 ( 2) [prg]_Iretnat_1 = 0 ( 3) [grn]_Iretnat_1 = 0 ( 4) [all]_Iretnat_3 = 0 ( 5) [prg]_Iretnat_3 = 0 ( 6) [grn]_Iretnat_3 = 0 chi2( 6) = 8.94 Prob > chi2 = 0.1768 PARTY LIST | VOTED FOR - | DISTRICT | Freq. Percent Cum. ------------+----------------------------------- all | 225 25.40 25.40 prg | 174 19.64 45.03 ind | 400 45.15 90.18 grn | 87 9.82 100.00 ------------+----------------------------------- Total | 886 100.00 > ................................................. 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 -------------------------------------------------------------------------------- 1 .1559142 .2539503 .2539503 .2438125 .2656212 2 .4053052 .1963883 .1963883 .1981459 .1887426 3 . .4514673 .4514673 .4641568 .4573507 4 .0338587 .0981941 .0981941 .0938848 .0882855 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .2539503 .269137 .0368908 .2012343 .3407811 2 .1963883 .1626402 .0333715 .1069991 .2341701 3 .4514673 .4723415 .0375459 .4011 .5425642 4 .0981941 .0958813 .0295851 .050839 .161366 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .2438125 -.0126949 .0220744 -.0635066 .0266011 2 .1981459 .0025869 .0256424 -.0469145 .0587538 3 .4641568 .0152457 .0282431 -.0391176 .0751553 4 .0938848 -.0051377 .0180468 -.0403943 .030893 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .2656212 .0144095 .0281287 -.0395532 .0762607 2 .1887426 -.0099367 .0237422 -.0606092 .0383949 3 .4573507 .0067661 .0256857 -.0461603 .0600082 4 .0882855 -.0112389 .0259963 -.0677692 .036559