The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 597 LR chi2(36) = 688.71 Prob > chi2 = 0.0000 Log likelihood = -316.6367 Pseudo R2 = 0.5210 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .3425119 .3369832 -1.09 0.276 .0497982 2.355794 _Iretnat_3 | 1.09433 .4595743 0.21 0.830 .4804834 2.492405 age | .994375 .0142428 -0.39 0.694 .9668478 1.022686 male | .3835498 .1593427 -2.31 0.021 .1699014 .8658578 edulevel | .85131 .1990648 -0.69 0.491 .5383296 1.346255 notrelig | 3.250473 1.704504 2.25 0.025 1.163022 9.084586 urban | 2.221625 .6251472 2.84 0.005 1.279822 3.856487 occupa2 | 1.246982 .754579 0.36 0.715 .3808706 4.082657 occupa3 | 1.366275 .7720746 0.55 0.581 .4513661 4.135685 demsat | 2.380326 .6686771 3.09 0.002 1.372519 4.128141 lrself | .3256291 .0560028 -6.52 0.000 .2324506 .4561584 eusup | .8916118 .2939771 -0.35 0.728 .4672212 1.701489 -------------+---------------------------------------------------------------- newdem | _Iretnat_1 | 1.21865 .4895846 0.49 0.623 .5545165 2.678204 _Iretnat_3 | .7555197 .3044312 -0.70 0.487 .3429732 1.664299 age | .9977548 .0105871 -0.21 0.832 .9772188 1.018722 male | .7799797 .2622467 -0.74 0.460 .4035434 1.507566 edulevel | 1.110721 .2188673 0.53 0.594 .7548764 1.634308 notrelig | 1.407007 .8237597 0.58 0.560 .4466255 4.432501 urban | .8681771 .1816335 -0.68 0.499 .5761378 1.308249 occupa2 | 1.910026 1.30033 0.95 0.342 .5029773 7.253209 occupa3 | 2.939487 1.896045 1.67 0.095 .8302796 10.40683 demsat | 1.326087 .2897732 1.29 0.197 .8641107 2.035047 lrself | 7.63534 1.364915 11.37 0.000 5.37855 10.83906 eusup | 1.35886 .5406648 0.77 0.441 .6230135 2.963819 -------------+---------------------------------------------------------------- polan | _Iretnat_1 | .5211709 .2689985 -1.26 0.207 .1895129 1.433249 _Iretnat_3 | .7018846 .3219133 -0.77 0.440 .2856732 1.724495 age | .9430422 .0144651 -3.82 0.000 .9151131 .9718237 male | 2.040584 .8617699 1.69 0.091 .8918242 4.669065 edulevel | 1.267773 .2829925 1.06 0.288 .8185331 1.963572 notrelig | .6487884 .5039058 -0.56 0.577 .1415747 2.973176 urban | 1.330321 .3302035 1.15 0.250 .8178562 2.163895 occupa2 | 1.039344 .7237193 0.06 0.956 .2654899 4.06884 occupa3 | 1.247769 .8269079 0.33 0.738 .340436 4.573337 demsat | 1.060375 .2693511 0.23 0.817 .6445276 1.744526 lrself | 4.15858 .8029226 7.38 0.000 2.848382 6.071441 eusup | .6461972 .2609697 -1.08 0.280 .2928219 1.426023 ------------------------------------------------------------------------------ (Outcome vote==pasok is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0 ( 2) [newdem]_Iretnat_1 = 0 ( 3) [polan]_Iretnat_1 = 0 ( 4) [exleft]_Iretnat_3 = 0 ( 5) [newdem]_Iretnat_3 = 0 ( 6) [polan]_Iretnat_3 = 0 chi2( 6) = 5.31 Prob > chi2 = 0.5042 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 56 9.38 9.38 pasok | 311 52.09 61.47 newdem | 190 31.83 93.30 polan | 40 6.70 100.00 ------------+----------------------------------- Total | 597 100.00 >98 .98 .98 .98 .99 .99 .99 .99 .99 .99 1 1 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 -------------------------------------------------------------------------------- 10 .4952851 .0938023 .0913655 .0964208 .0738913 .0902723 .0952443 .0533568 20 . .520938 .5200699 .525674 .5323619 .504604 .5245965 .5457645 60 .5753408 .318258 .3208772 .3055782 .3382357 .3220565 .3103325 .3552774 61 .412836 .0670017 .0676874 .072327 .0555112 .0830673 .0698267 .0456013 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0913655 .098374 .0340506 .0469142 .1754399 20 .5200699 .5098478 .0671235 .3722226 .6302029 60 .3208772 .3173261 .0452486 .2344385 .4074522 61 .0676874 .0744521 .0398728 .0222497 .1737834 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0964208 .0088744 .0200131 -.0277012 .0529202 20 .525674 .0080028 .0469047 -.0843043 .1033295 60 .3055782 -.0255431 .0369462 -.1052045 .0427397 61 .072327 .008666 .0345519 -.0582543 .0813726 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0738913 -.0219153 .0340976 -.0947725 .0430574 20 .5323619 .0136749 .0553539 -.0982025 .1248544 60 .3382357 .0231909 .0313057 -.0329821 .0921067 61 .0555112 -.0149506 .0287439 -.0761977 .0401444 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0952443 .0067278 .0222981 -.034828 .0564917 20 .5245965 .0189456 .0464339 -.0710714 .114182 60 .3103325 -.0127968 .0322283 -.0812055 .0506683 61 .0698267 -.0128767 .0310073 -.0796 .0476059 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0533568 -.03518 .0394714 -.1188082 .0389256 20 .5457645 .0379774 .0619676 -.0851667 .164902 60 .3552774 .0344504 .0359856 -.0259597 .1151746 61 .0456013 -.0372477 .0314477 -.1101773 .0155896 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0991172 .0344572 .0474744 .1774618 20 .5188075 .0612441 .3968788 .6365225 60 .3216282 .0430336 .2459611 .4117651 61 .0763177 .0402499 .024426 .1789171 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0094095 .0204812 -.0276752 .0545798 20 .0082426 .0433792 -.0781347 .0917169 60 -.0271817 .0346538 -.1001667 .037712 61 .0026511 .0331612 -.0613798 .0711846 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0226869 .0342937 -.0963115 .0421742 20 -.0107585 .0443986 -.0970102 .0778643 60 .0273927 .0306431 -.0282498 .0946819 61 -.0113433 .029623 -.0741573 .0434474 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0072412 .0224619 -.034254 .057509 20 .0041181 .0410369 -.0768551 .0824443 60 -.0165159 .0309891 -.0806089 .0426714 61 -.0240699 .0304156 -.0918498 .0314647 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0357137 .0399006 -.1206277 .0386649 20 -.0163228 .0469841 -.1091107 .0779959 60 .0385518 .0344207 -.0215973 .1161581 61 -.0408412 .0325375 -.1192921 .0080383