The SAS System 17:33 Tuesday, October 19, 1999 545 Probit Procedure Class Level Information Class Levels Values Y 2 0 1 Number of observations used = 21 The SAS System 17:33 Tuesday, October 19, 1999 546 Probit Procedure Data Set =WORK.TWO Dependent Variable=Y Weighted Frequency Counts for the Ordered Response Categories Level Count 0 11 1 10 Log Likelihood for NORMAL -6.16515849 The SAS System 17:33 Tuesday, October 19, 1999 547 Probit Procedure Variable DF Estimate Std Err ChiSquare Pr>Chi Label/Value INTERCPT 1 0.06443376 0.399244 0.026047 0.8718 Intercept X 1 -0.029999 0.010287 8.504681 0.0035 Probit Model in Terms of Tolerance Distribution MU SIGMA 2.147865 33.33447 Estimated Covariance Matrix for Tolerance Parameters MU SIGMA MU 177.816361 9.626565 SIGMA 9.626565 130.655901 The SAS System 17:33 Tuesday, October 19, 1999 548 OBS AUTO BUS X Y PHAT _LEVEL_ INDEX 1 52.9 4.4 -48.5 0 0.93567 0 1.51938 2 4.1 28.5 24.4 0 0.25221 0 -0.66754 3 4.1 86.9 82.8 1 0.00777 0 -2.41948 4 56.2 31.6 -24.6 0 0.78884 0 0.80241 5 51.8 20.2 -31.6 0 0.84433 0 1.01240 6 0.2 91.2 91.0 1 0.00384 0 -2.66547 7 27.6 79.7 52.1 1 0.06700 0 -1.49851 8 89.9 2.2 -87.7 0 0.99648 0 2.69534 9 41.5 24.5 -17.0 0 0.71716 0 0.57442 10 95.0 43.5 -51.5 0 0.94623 0 1.60938 11 99.1 8.4 -90.7 0 0.99733 0 2.78534 12 18.5 84.0 65.5 1 0.02868 0 -1.90050 13 82.0 38.0 -44.0 1 0.91688 0 1.38439 14 8.6 1.6 -7.0 0 0.60812 0 0.27443 15 22.5 74.1 51.6 1 0.06897 0 -1.48351 16 51.4 83.8 32.4 1 0.18206 0 -0.90753 17 81.0 19.2 -61.8 0 0.97247 0 1.91837 18 51.0 85.0 34.0 1 0.16965 0 -0.95553 19 62.2 90.1 27.9 1 0.21990 0 -0.77254 20 95.1 22.2 -72.9 0 0.98782 0 2.25136 21 41.6 91.5 49.9 1 0.07600 0 -1.43252 The SAS System 17:33 Tuesday, October 19, 1999 549 Probit Procedure Class Level Information Class Levels Values V 2 0 1 Number of observations used = 51 The SAS System 17:33 Tuesday, October 19, 1999 550 Probit Procedure Data Set =WORK.THREE Dependent Variable=V Weighted Frequency Counts for the Ordered Response Categories Level Count 0 24 1 27 Log Likelihood for NORMAL -19.0103886 The SAS System 17:33 Tuesday, October 19, 1999 551 Probit Procedure Variable DF Estimate Std Err ChiSquare Pr>Chi Label/Value INTERCPT 1 70.2643417 30.4734 5.31653 0.0211 Intercept INCOME 1 -0.0533282 0.230471 0.05354 0.8170 SCHOOL 1 -5.7155759 2.616249 4.772676 0.0289 URBAN 1 0.03179659 0.015658 4.123968 0.0423 R2 1 -0.3517451 0.539772 0.424654 0.5146 R3 1 -0.7411419 0.70898 1.092786 0.2959 The SAS System 17:33 Tuesday, October 19, 1999 552 OBS STATE DEM REP INCOME SCHOOL URBAN REGION V R1 R2 R3 CDF _LEVEL_ INDEX PDF 1 Alabama 659 504 11.785 12.2 61.8 2 0 1 0 0 0.96932 0 1.87087 0.06933 2 Alaska 44 72 22.432 12.7 43.7 4 1 0 0 1 0.00204 0 -2.87136 0.00647 3 Arizona 296 419 13.569 12.6 74.7 4 1 0 0 1 0.20004 0 -0.84146 0.28003 4 Arkansa 499 268 10.106 12.2 38.4 3 0 0 1 0 0.80638 0 0.86463 0.27455 5 Californ 3742 3882 15.069 12.7 92.7 4 1 0 0 1 0.17861 0 -0.92067 0.26115 6 Colorado 460 584 14.992 12.8 80.6 4 1 0 0 1 0.03054 0 -1.87286 0.06907 7 Connecti 684 719 16.244 12.6 88.2 1 1 0 0 0 0.57389 0 0.18628 0.39212 8 Delaware 123 110 15.732 12.5 68.5 1 0 0 0 0 0.56307 0 0.15875 0.39398 9 DC 138 28 15.002 12.6 100.0 1 0 0 0 0 0.73490 0 0.62772 0.32763 10 Florida 1636 1470 12.205 12.4 85.9 2 0 1 0 0 0.92944 0 1.47166 0.13510 11 Georgia 979 484 12.441 12.3 56.8 2 0 1 0 0 0.86550 0 1.10535 0.21659 12 Hawaii 147 140 17.770 12.7 80.5 4 0 0 0 1 0.07316 0 -1.45263 0.13891 13 Idaho 127 204 12.844 12.6 16.9 4 1 0 0 1 0.00414 0 -2.64064 0.01221 14 Illinois 2271 2364 16.032 12.5 81.3 3 1 0 1 0 0.57848 0 0.19800 0.39123 15 Indiana 1015 1184 14.411 12.4 67.8 3 1 0 1 0 0.66522 0 0.42675 0.36425 16 Iowa 620 663 14.464 12.5 37.4 3 1 0 1 0 0.13259 0 -1.11425 0.21446 17 Kansas 430 503 13.412 12.6 46.2 3 1 0 1 0 0.08852 0 -1.34989 0.16042 18 Kentucky 616 532 11.019 12.1 45.1 3 0 0 1 0 0.94526 0 1.60053 0.11084 19 Louisian 661 587 12.576 12.3 63.2 2 0 1 0 0 0.90348 0 1.30165 0.17102 20 Maine 232 236 11.839 12.5 23.3 1 1 0 0 0 0.14212 0 -1.07085 0.22488 21 Maryland 760 673 17.556 12.6 84.8 1 0 0 0 0 0.50327 0 0.00821 0.39897 22 Massachu 1429 1030 15.531 12.6 86.1 1 0 0 0 0 0.56259 0 0.15753 0.39406 23 Michigan 1697 1894 15.385 12.5 81.3 3 1 0 1 0 0.59193 0 0.23251 0.38834 24 Minnesot 1070 819 14.740 12.5 63.9 3 0 0 1 0 0.38730 0 -0.28636 0.38295 25 Mississi 381 367 9.999 12.1 26.6 2 0 1 0 0 0.92197 0 1.41843 0.14590 26 Missouri 998 927 13.011 12.4 63.5 3 0 0 1 0 0.64233 0 0.36469 0.37331 27 Montana 149 174 13.608 12.6 24.4 4 1 0 0 1 0.00728 0 -2.44291 0.02019 28 Nebraska 234 360 14.209 12.6 44.6 3 1 0 1 0 0.07447 0 -1.44327 0.14081 29 Nevada 92 101 14.961 12.6 81.3 4 1 0 0 1 0.24015 0 -0.70584 0.31100 30 New_Hamp 148 186 14.258 12.6 36.6 1 1 0 0 0 0.08875 0 -1.34851 0.16072 31 New_Jers 1445 1510 16.432 12.4 92.1 1 1 0 0 0 0.92554 0 1.44338 0.14079 32 New_Mexi 201 211 11.798 12.5 33.6 4 1 0 0 1 0.06913 0 -1.48230 0.13299 33 New_York 3390 3101 15.288 12.5 88.4 1 0 0 0 0 0.79252 0 0.81518 0.28619 34 North_Ca 927 742 11.834 12.2 45.2 2 0 1 0 0 0.90995 0 1.34044 0.16248 35 North_Da 136 153 13.626 12.5 22.7 4 1 0 0 1 0.02703 0 -1.92637 0.06239 36 Ohio 2012 2001 14.822 12.4 79.8 3 0 0 1 0 0.78418 0 0.78639 0.29286 37 Oklahoma 532 546 12.172 12.4 55.6 4 1 0 0 1 0.40859 0 -0.23116 0.38846 38 Oregon 490 492 13.854 12.7 59.9 4 1 0 0 1 0.02879 0 -1.89881 0.06577 39 Pennsylv 2329 2206 14.153 12.4 80.4 1 0 0 0 0 0.88354 0 1.19289 0.19586 40 Rhode_Is 228 181 14.530 12.4 92.2 1 0 0 0 0 0.93919 0 1.54799 0.12039 41 South_Ca 451 346 12.188 12.2 48.3 2 0 1 0 0 0.92221 0 1.42013 0.14555 42 South_Da 147 152 12.051 12.5 27.9 4 1 0 0 1 0.04677 0 -1.67703 0.09778 43 Tennesse 826 634 11.341 12.2 63.0 3 0 0 1 0 0.94306 0 1.58096 0.11434 44 Texas 2082 1953 12.672 12.4 79.4 4 0 0 0 1 0.69109 0 0.49893 0.35229 45 Utah 182 338 14.329 12.8 78.7 4 1 0 0 1 0.02885 0 -1.89792 0.06588 46 Vermont 81 102 12.415 12.5 0.0 1 1 0 0 0 0.03271 0 -1.84243 0.07309 47 Virginia 814 837 14.579 12.4 65.6 1 1 0 0 0 0.75791 0 0.69959 0.31237 48 Washingt 717 778 14.962 12.7 71.1 4 1 0 0 1 0.05460 0 -1.60177 0.11062 49 West_Vir 436 315 12.007 12.1 36.1 1 0 0 0 0 0.94667 0 1.61342 0.10857 50 Wisconsi 1040 1005 15.064 12.5 63.0 3 0 0 1 0 0.36985 0 -0.33225 0.37755 51 Wyoming 62 93 14.784 12.6 0.0 4 1 0 0 1 0.00052 0 -3.28146 0.00183