The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 777 LR chi2(48) = 721.95 Prob > chi2 = 0.0000 Log likelihood = -775.30854 Pseudo R2 = 0.3177 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .787463 .251938 -0.75 0.455 .4206297 1.474214 _Iretnat_3 | .8881931 .4034441 -0.26 0.794 .3646414 2.16346 age | .9797807 .008932 -2.24 0.025 .9624297 .9974445 male | .8661528 .2544896 -0.49 0.625 .486965 1.540605 edulevel | 1.328252 .2299646 1.64 0.101 .9460394 1.864884 notrelig | 2.444909 .7348006 2.97 0.003 1.356563 4.406415 urban | 1.150721 .0832291 1.94 0.052 .9986297 1.325976 occupa2 | 1.566133 .5233242 1.34 0.179 .8135783 3.014798 occupa3 | 1.007841 .5352989 0.01 0.988 .3558687 2.854265 demsat | 1.482317 .3800967 1.54 0.125 .8967583 2.45023 lrself | .3714919 .0492683 -7.47 0.000 .2864577 .4817683 eusup | .45141 .0904111 -3.97 0.000 .3048508 .6684285 -------------+---------------------------------------------------------------- cen_rad | _Iretnat_1 | 1.6318 .5996512 1.33 0.183 .7940886 3.353244 _Iretnat_3 | 1.627293 .7760381 1.02 0.307 .6390532 4.143758 age | .9668564 .0097232 -3.35 0.001 .9479858 .9861027 male | 1.028681 .3071756 0.09 0.925 .5729315 1.846967 edulevel | 1.195184 .2129513 1.00 0.317 .8428925 1.694717 notrelig | .8965926 .2665245 -0.37 0.713 .5006841 1.60556 urban | 1.120959 .0809029 1.58 0.114 .9730969 1.291289 occupa2 | 4.081908 1.572603 3.65 0.000 1.91835 8.685575 occupa3 | 7.610913 3.487274 4.43 0.000 3.100426 18.68324 demsat | 1.185863 .3076638 0.66 0.511 .713175 1.971845 lrself | 1.461316 .162991 3.40 0.001 1.174366 1.81838 eusup | 1.1911 .246434 0.85 0.398 .7940318 1.786728 -------------+---------------------------------------------------------------- cons | _Iretnat_1 | .9452359 .3254195 -0.16 0.870 .4813868 1.856035 _Iretnat_3 | 1.944864 .826646 1.57 0.118 .8454623 4.473881 age | .9966657 .0090192 -0.37 0.712 .9791443 1.014501 male | 1.126283 .3400319 0.39 0.694 .6232533 2.03531 edulevel | 1.234817 .2097293 1.24 0.214 .8851751 1.722568 notrelig | .7730604 .2330973 -0.85 0.393 .4281093 1.395958 urban | 1.013996 .0730541 0.19 0.847 .8804622 1.167782 occupa2 | 2.710751 .9864351 2.74 0.006 1.328433 5.531458 occupa3 | 6.220825 2.619634 4.34 0.000 2.725216 14.20022 demsat | 1.34104 .3418574 1.15 0.250 .81368 2.21019 lrself | 3.573921 .4289251 10.61 0.000 2.824801 4.521704 eusup | 2.0813 .5105307 2.99 0.003 1.286885 3.366118 -------------+---------------------------------------------------------------- lib | _Iretnat_1 | .5752739 .1566822 -2.03 0.042 .3373188 .98109 _Iretnat_3 | 1.055779 .3626518 0.16 0.874 .5385079 2.069923 age | .9750532 .00747 -3.30 0.001 .9605217 .9898045 male | 1.52596 .3716446 1.74 0.083 .9467483 2.459527 edulevel | 1.038509 .1409276 0.28 0.781 .7959776 1.35494 notrelig | .5525507 .1357826 -2.41 0.016 .3413498 .8944263 urban | .9017162 .0516753 -1.81 0.071 .8059154 1.008905 occupa2 | 3.101938 .8750383 4.01 0.000 1.784491 5.392027 occupa3 | 5.633781 1.992578 4.89 0.000 2.81672 11.26825 demsat | 1.578485 .3322193 2.17 0.030 1.044938 2.384463 lrself | 2.763831 .2655786 10.58 0.000 2.289385 3.3366 eusup | 2.350426 .4492026 4.47 0.000 1.616102 3.418411 ------------------------------------------------------------------------------ (Outcome vote==socdem is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0.0 ( 2) [cen_rad]_Iretnat_1 = 0.0 ( 3) [cons]_Iretnat_1 = 0.0 ( 4) [lib]_Iretnat_1 = 0.0 ( 5) [exleft]_Iretnat_3 = 0.0 ( 6) [cen_rad]_Iretnat_3 = 0.0 ( 7) [cons]_Iretnat_3 = 0.0 ( 8) [lib]_Iretnat_3 = 0.0 chi2( 8) = 13.49 Prob > chi2 = 0.0962 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 108 13.90 13.90 socdem | 301 38.74 52.64 cen_rad | 66 8.49 61.13 cons | 97 12.48 73.62 lib | 205 26.38 100.00 ------------+----------------------------------- Total | 777 100.00 > ........................................................................ 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 re > tnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) when r > etnat gets worse by one category party test freq pv worse better -------------------------------------------------------------------------------- 10 .7564698 .1389961 .1410108 .1445118 .1369078 20 . .3873874 .3923504 .3678603 .4085482 40 .3871954 .0849421 .0859129 .0700547 .0970295 60 .1655523 .1248391 .1204454 .129351 .1170575 70 .0609586 .2638353 .2602805 .2882222 .2404569 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1410108 .1383842 .0341378 .0801556 .2138615 20 .3923504 .3865765 .0636211 .2647421 .5159761 40 .0859129 .0988977 .0392492 .0413657 .1952215 60 .1204454 .1218607 .037888 .0609086 .2089487 70 .2602805 .254281 .0503807 .1628359 .3607317 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1445118 .0088239 .0256203 -.0396432 .0633185 20 .3678603 -.0358043 .047884 -.1322551 .0629059 40 .0700547 -.0222903 .0317015 -.0883403 .0405851 60 .129351 .0148496 .027468 -.0366796 .0768292 70 .2882222 .0344211 .0409618 -.0493521 .1173018 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1369078 -.0042564 .0246927 -.0597121 .0422063 20 .4085482 .0325582 .0477679 -.0643709 .1313568 40 .0970295 .0201453 .0316181 -.0408012 .0868289 60 .1170575 -.0095887 .0298825 -.0772242 .0473726 70 .2404569 -.0388583 .0439316 -.1291338 .0520617