/*------------------------------------------------------------------- */
 /* Logistic Regression Using the SAS System: Theory and Application  */                                                    /*                                                                   */
 /*                     by  Paul D. Allison                           */
 /*       Copyright(c) 1999 by SAS Institute Inc., Cary, NC, USA      */
 /*                   SAS Publications order # 55770                  */
 /*                        ISBN 1-58025-352-0                         */
 /*-------------------------------------------------------------------*/
 /*                                                                   */
 /* This material is provided "as is" by SAS Institute Inc.  There    */
 /* are no warranties, expressed or implied, as to merchantability or */
 /* fitness for a particular purpose regarding the materials or code  */
 /* contained herein. The Institute is not responsible for errors     */
 /* in this material as it now exists or will exist, nor does the     */
 /* Institute provide technical support for it.                       */
 /*                                                                   */
 /*-------------------------------------------------------------------*/
 /* Questions or problem reports concerning this material may be      */
 /* addressed to the author:                                          */
 /*                                                                   */
 /* SAS Institute Inc.                                                */
 /* Books by Users                                                    */
 /* Attn: Paul D. Allison                                             */
 /* SAS Campus Drive                                                  */
 /* Cary, NC   27513                                                  */
 /*                                                                   */
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 /*     Comments for Paul D. Allison                                  */
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 /*-------------------------------------------------------------------*/



/*
This file contains programs and data sets from the book, "Logistic 
Regression Using the SAS System: Theory and Application" 
by Paul D. Allison, Ph.D.  The file lists, in order,

-- data sets used in the book
-- macro used in the book
-- programs used in the book

*************************************************************************
*************************************************************************

DATA SETS USED IN THIS BOOK

----------------
PENALTY Data Set
----------------


   Data described in Chapter 2 of P.D. Allison, "Logistic Regression
   Using the SAS System: Theory and Application."                 */

data penalty;
input death blackd whitvic serious culp serious2;
datalines;
0 1 0 7.1 2 3.4
1 0 1 11.5 5 4.66666666
0 0 0 6 2 3
0 0 1 8.4 4 3.2
1 1 0 12.2 5 4.2
0 0 0 7.7 1 3.2
1 1 0 3.66666666 2 2.83333333
1 0 1 12.8 5 4.8
0 1 0 7 1 3.2
0 1 0 7.875 5 2.75
0 1 1 3.7 1 2.4
0 1 1 7.3 1 3.4
0 0 1 9.2 1 3.2
0 1 0 8.6 1 3.8
1 1 0 8 5 3.8
0 1 0 3.58333333 1 2.83333333
0 0 1 10.7 2 4
1 0 1 7.2 5 3
0 1 0 4.8 1 2.2
0 1 0 1.6 1 1.8
1 0 1 6.9 2 3
0 0 1 7.4 3 3.8
0 0 1 6.7 1 3.2
0 1 1 6.8 1 2.6
1 1 0 9.8 1 4.2
0 0 1 9.4 1 3.4
0 0 1 1.4 1 1.4
0 1 0 8.1 1 3.2
0 1 0 1.6 1 1
0 1 0 2.25 1 1
0 0 0 10.9 2 4.4
0 0 0 9.3 2 3.8
1 0 0 6 5 2.5
1 1 1 9.8 2 4
0 0 1 4.6 2 2.6
1 1 1 8.4 5 3.6
0 0 0 8.16666666 1 3.83333333
0 1 1 4.6 1 2.4
0 0 1 5.3 1 2.4
1 1 1 7.8 4 3.8
0 1 1 6.5 1 2.8
1 1 0 6.8 3 3.4
1 1 1 11 5 3.8
1 0 1 11.7 3 3.8
0 1 0 8.8 1 4
0 1 1 6.2 1 2.6
1 0 1 4 4 2.4
0 0 1 10.6 2 5
1 0 0 13.6 5 4.6
0 0 1 5.1 1 2.8
1 0 1 10.9 5 3.6
1 1 1 5.8 2 2.8
0 0 1 4.7 1 3
0 0 1 4.8 1 2.4
0 0 1 4.2 4 2
1 0 1 13.5 4 4.8
0 0 1 3.6 1 1.8
0 0 1 2.6 1 2.6
1 1 0 11.6666666 5 4.66666666
0 1 0 5.1 1 2.2
0 0 0 6.6 1 3
0 0 1 6.4 2 3
0 0 1 8.8 2 3.8
1 0 1 9.7 5 4
1 1 0 6.66666666 2 3.33333333
0 0 1 11.2 1 4
0 0 1 4.5 2 2.4
0 1 0 5.16666666 1 3.16666666
0 0 0 11.9 4 4.4
1 1 0 2 5 1.4
0 1 1 10.0833333 1 4.33333333
1 0 1 5.2 4 3
1 1 0 8.1 4 3.4
0 1 0 5.2 1 3
0 0 1 4.7 1 2.4
0 0 1 7.3 1 3.6
0 1 0 10.4 2 3.8
1 1 0 7.58333333 5 3.83333333
1 1 0 9.9 5 3.6
0 0 1 9.2 1 3.8
0 0 1 10.3 1 4.2
0 0 1 7.4 1 3
0 0 0 8 1 3.2
0 0 1 9.25 1 3.75
0 1 1 9.2 1 3.2
1 0 1 7.58333333 3 3.66666666
0 0 1 11.9 1 4
1 1 0 7.5 4 3
0 1 0 3.6 1 2.2
1 0 1 10 4 3.6
0 0 1 1.875 1 1
0 1 0 10 2 4
0 1 1 8.83333333 1 4.16666666
0 1 0 5.8 1 2.4
0 1 1 7.5 2 3
0 1 0 3 1 1.5
0 1 0 1.8 1 1.4
0 1 0 5.75 1 2.5
1 1 0 8.6 4 4.2
0 0 1 12.25 1 4.25
0 1 1 9.3 1 4
0 0 0 2.7 1 2.2
1 0 1 8.9 4 4
0 0 1 8.9 2 3.8
1 0 1 8.3 3 3.6
0 0 1 11.5 5 4.5
1 1 0 11.2 3 4.6
0 0 1 10 3 3.8
1 0 1 13.8 5 4.4
0 0 1 6.25 1 2.25
0 0 0 13.7 5 5
1 0 1 12.8 5 4.8
0 1 0 8.41666666 1 3.83333333
0 1 1 7.6 1 3.2
0 0 1 13.7 5 5
1 0 1 9.75 4 3.75
0 0 1 6.2 1 2.4
0 1 1 11.9 1 4.4
0 0 1 2.3 1 2.4
0 1 1 5.7 1 2.4
0 0 0 9.5 2 3.6
1 0 0 2.2 2 1.2
1 1 0 12 5 4.2
1 1 1 12 1 4.4
0 0 0 4.16666666 1 3.33333333
0 1 1 9.4 2 4
0 1 0 9.25 2 4.16666666
1 1 1 7.1 1 3.4
0 1 0 11.25 1 4
1 1 1 6 3 2.6
0 0 1 3.6 2 2
0 1 0 5.3 1 2.8
0 1 1 13.6666666 3 4.66666666
0 1 1 4.9 1 2.2
0 0 0 12 2 4.6
0 1 0 11 3 4.6
0 1 1 8.9 1 3.6
1 1 1 13 1 4.4
1 1 0 11.6 1 4.4
1 0 1 13.4 3 4.4
0 1 0 10.5 3 4
1 1 1 13.7 5 4.8
0 0 1 5.3 1 2.2
1 0 1 5.7 5 3
0 0 1 10.6 2 4
1 1 1 3.9 3 2.4
1 1 1 9.3 5 4.4
;

/*
----------------
WALLET Data Set
----------------

 Data described in Chapter 5 of P.D. Allison, "Logistic Regression
 Using the SAS System: Theory and Application."                 */

data wallet;
input wallet male business punish explain;
datalines;
2 0 0 2 0
2 0 0 2 1
3 0 0 1 1
3 0 0 2 0
1 1 0 1 1
3 0 0 1 1
3 0 0 1 1
3 1 0 1 1
3 1 0 1 1
3 0 0 2 1
2 0 1 1 1
3 1 1 1 1
3 1 0 1 1
3 1 0 1 1
3 0 0 1 1
3 0 0 1 0
3 0 0 2 1
2 0 0 3 0
1 1 1 3 0
2 0 0 1 1
2 1 0 2 0
3 0 0 1 1
3 1 0 1 1
3 1 1 1 0
3 1 0 1 1
2 0 0 1 0
2 1 0 3 0
1 1 0 2 0
3 1 0 2 0
3 1 0 1 1
3 0 0 1 1
3 1 0 2 1
1 1 0 1 1
3 0 0 2 0
3 1 0 1 0
3 1 1 2 1
3 0 0 2 0
3 0 0 1 1
3 1 0 1 1
3 0 0 1 1
3 0 0 1 1
3 0 0 1 1
3 0 0 2 0
3 1 1 1 1
3 1 0 1 1
3 0 0 1 1
3 0 0 1 1
3 0 0 1 0
3 0 1 3 0
3 1 0 2 0
2 0 0 2 1
3 0 0 1 1
3 1 0 1 1
3 1 0 1 1
3 1 0 1 0
3 1 1 1 0
3 1 0 1 0
2 1 1 3 1
3 0 0 1 1
3 0 0 3 1
3 0 0 1 1
3 0 0 1 0
3 0 0 1 1
1 0 1 1 1
3 0 0 1 0
3 1 0 1 1
1 1 0 1 0
3 1 0 3 1
2 1 0 3 1
1 1 1 2 1
1 1 0 2 1
3 0 0 1 1
3 0 0 3 0
2 1 0 1 1
2 0 0 1 1
2 1 0 1 1
3 0 0 1 0
3 1 1 1 1
3 1 0 1 1
3 0 0 1 1
3 0 1 1 1
3 0 0 1 1
3 0 0 1 1
3 0 0 2 1
2 1 1 1 0
3 1 0 1 1
3 0 0 1 1
2 1 1 1 1
3 0 0 1 1
3 1 1 1 1
3 0 0 1 1
3 0 0 1 1
3 0 0 1 1
3 0 1 1 1
3 0 0 2 1
1 1 1 1 1
1 1 0 2 0
2 1 0 1 1
1 1 1 1 1
2 1 0 1 1
1 1 1 3 0
2 1 1 1 1
1 1 1 3 1
3 0 0 3 1
3 0 0 1 1
2 0 0 1 1
3 0 0 1 1
1 0 1 3 0
3 0 0 1 1
2 0 0 1 0
3 0 0 1 1
3 0 0 1 1
2 1 0 1 1
3 1 0 1 1
3 0 0 1 1
1 1 0 3 0
2 1 0 1 1
2 0 1 1 1
1 0 0 3 0
1 0 1 2 0
3 0 0 1 1
3 0 0 1 1
3 0 0 1 1
3 1 1 1 1
3 0 0 1 0
3 0 0 1 1
3 1 0 1 1
3 1 1 1 1
3 1 0 1 1
2 1 1 1 1
2 0 0 1 0
3 0 0 1 1
2 1 1 2 0
3 1 0 1 0
2 1 0 1 0
3 0 0 2 1
3 1 1 1 1
1 0 0 3 0
3 0 0 1 1
3 1 1 1 1
3 0 0 1 0
3 0 1 1 0
2 0 0 1 1
3 1 0 1 1
2 1 0 1 0
3 0 0 1 0
2 1 0 1 1
3 1 0 1 1
3 1 0 2 0
3 1 1 2 1
3 1 0 1 1
2 1 0 1 0
3 0 0 1 1
3 1 0 1 1
2 1 1 1 0
3 0 0 1 1
3 1 0 1 1
2 1 0 1 0
3 0 1 2 1
2 1 1 2 1
3 0 0 1 1
1 1 0 1 1
3 1 1 3 1
2 1 0 1 1
1 0 0 1 0
2 1 0 3 0
3 0 0 1 1
2 1 1 1 1
3 0 0 1 1
2 0 0 2 0
2 1 0 1 1
1 1 1 2 0
2 1 0 2 0
2 0 0 1 1
1 0 1 3 0
2 1 0 1 1
2 1 0 1 1
3 1 0 1 1
3 0 0 1 1
2 1 0 1 1
1 1 0 2 0
2 0 1 2 1
3 0 0 2 0
2 1 1 1 1
3 0 1 2 1
1 0 0 3 0
2 1 1 1 0
3 0 0 3 1
2 1 0 2 1
3 0 0 1 1
3 1 0 3 1
3 0 0 1 1
3 1 1 1 1
3 1 0 1 1
2 1 0 1 1
;

/*
----------------
TRAVEL Data Set
----------------

 Data described in Chapter 7 of P.D. Allison, "Logistic Regression
 Using the SAS System: Theory and Application."                 */

data travel;
input id mode choice ttme cost time hinc psize;
datalines;
1 1 0 69 59 100 35 1
1 2 0 34 31 372 35 1
1 3 0 35 25 417 35 1
1 4 1 0 10 180 35 1
2 1 0 64 58 68 30 2
2 2 0 44 31 354 30 2
2 3 0 53 25 399 30 2
2 4 1 0 11 255 30 2
3 1 0 69 115 125 40 1
3 2 0 34 98 892 40 1
3 3 0 35 53 882 40 1
3 4 1 0 23 720 40 1
4 1 0 64 49 68 70 3
4 2 0 44 26 354 70 3
4 3 0 53 21 399 70 3
4 4 1 0 5 180 70 3
5 1 0 64 60 144 45 2
5 2 0 44 32 404 45 2
5 3 0 53 26 449 45 2
5 4 1 0 8 600 45 2
6 1 0 69 59 100 20 1
6 2 1 40 20 345 20 1
6 3 0 35 13 417 20 1
6 4 0 0 12 284 20 1
7 1 1 45 148 115 45 1
7 2 0 34 111 945 45 1
7 3 0 35 66 935 45 1
7 4 0 0 36 821 45 1
8 1 0 69 121 152 12 1
8 2 0 34 52 889 12 1
8 3 0 35 50 879 12 1
8 4 1 0 50 780 12 1
9 1 0 69 59 100 40 1
9 2 0 34 31 372 40 1
9 3 0 35 25 417 40 1
9 4 1 0 17 210 40 1
10 1 0 69 58 68 70 2
10 2 0 34 31 357 70 2
10 3 0 35 25 402 70 2
10 4 1 0 7 210 70 2
11 1 0 64 58 68 15 2
11 2 0 44 16 357 15 2
11 3 0 53 13 402 15 2
11 4 1 0 4 210 15 2
12 1 0 64 62 108 35 2
12 2 0 44 34 370 35 2
12 3 0 53 28 415 35 2
12 4 1 0 6 250 35 2
13 1 0 64 45 114 50 4
13 2 0 44 24 378 50 4
13 3 0 53 19 423 50 4
13 4 1 0 5 240 50 4
14 1 0 64 58 94 40 1
14 2 0 44 31 360 40 1
14 3 0 53 25 405 40 1
14 4 1 0 15 285 40 1
15 1 0 64 83 169 26 4
15 2 0 44 70 948 26 4
15 3 0 53 47 938 26 4
15 4 1 0 17 1200 26 4
16 1 0 69 60 127 26 1
16 2 1 20 19 325 26 1
16 3 0 35 25 435 26 1
16 4 0 0 14 350 26 1
17 1 0 69 61 74 26 1
17 2 1 15 38 255 26 1
17 3 0 35 26 389 26 1
17 4 0 0 13 315 26 1
18 1 0 69 67 86 6 1
18 2 1 20 21 300 6 1
18 3 0 35 19 399 6 1
18 4 0 0 17 327 6 1
19 1 0 69 59 148 20 1
19 2 1 45 18 305 20 1
19 3 0 35 14 456 20 1
19 4 0 0 16 427 20 1
20 1 0 64 58 93 72 2
20 2 1 10 28 305 72 2
20 3 0 53 25 346 72 2
20 4 0 0 9 316 72 2
21 1 0 69 61 73 6 1
21 2 1 20 21 305 6 1
21 3 0 35 15 395 6 1
21 4 0 0 13 314 6 1
22 1 0 64 62 235 10 2
22 2 1 45 45 465 10 2
22 3 0 53 17 623 10 2
22 4 0 0 13 559 10 2
23 1 1 90 142 105 50 1
23 2 0 34 71 596 50 1
23 3 0 35 32 590 50 1
23 4 0 0 33 577 50 1
24 1 1 50 120 110 50 1
24 2 0 34 70 596 50 1
24 3 0 35 31 590 50 1
24 4 0 0 33 577 50 1
25 1 1 15 85 65 18 2
25 2 0 34 15 361 18 2
25 3 0 35 12 406 18 2
25 4 0 0 9 296 18 2
26 1 1 30 85 140 60 1
26 2 0 44 90 928 60 1
26 3 0 53 45 918 60 1
26 4 0 0 86 902 60 1
27 1 1 80 75 110 45 1
27 2 0 34 70 638 45 1
27 3 0 35 31 632 45 1
27 4 0 0 39 581 45 1
28 1 1 45 85 140 18 2
28 2 0 44 39 664 18 2
28 3 0 53 35 658 18 2
28 4 0 0 19 592 18 2
29 1 0 64 74 179 8 2
29 2 1 60 43 320 8 2
29 3 0 53 21 345 8 2
29 4 0 0 9 321 8 2
30 1 0 69 59 100 6 1
30 2 1 2 11 285 6 1
30 3 0 35 13 417 6 1
30 4 0 0 13 284 6 1
31 1 0 69 59 101 20 1
31 2 1 5 17 300 20 1
31 3 0 35 25 420 20 1
31 4 0 0 13 297 20 1
32 1 0 69 64 90 45 1
32 2 1 15 32 325 45 1
32 3 0 35 29 405 45 1
32 4 0 0 18 327 45 1
33 1 0 64 59 73 70 2
33 2 1 45 29 290 70 2
33 3 0 53 26 395 70 2
33 4 0 0 9 314 70 2
34 1 0 69 62 66 4 1
34 2 1 10 31 295 4 1
34 3 0 35 19 397 4 1
34 4 0 0 17 307 4 1
35 1 0 69 60 132 40 1
35 2 1 15 15 330 40 1
35 3 0 35 26 373 40 1
35 4 0 0 12 309 40 1
36 1 0 69 60 117 35 1
36 2 1 10 23 325 35 1
36 3 0 35 25 425 35 1
36 4 0 0 17 307 35 1
37 1 0 64 62 184 40 2
37 2 1 45 24 360 40 2
37 3 0 53 28 464 40 2
37 4 0 0 11 427 40 2
38 1 0 64 50 67 4 3
38 2 1 30 31 265 4 3
38 3 0 53 14 393 4 3
38 4 0 0 6 308 4 3
39 1 0 64 48 154 15 4
39 2 1 55 25 360 15 4
39 3 0 53 14 462 15 4
39 4 0 0 4 351 15 4
40 1 1 30 147 100 26 1
40 2 0 34 96 678 26 1
40 3 0 35 57 672 26 1
40 4 0 0 28 629 26 1
41 1 1 75 125 110 26 1
41 2 0 34 70 596 26 1
41 3 0 35 31 590 26 1
41 4 0 0 24 577 26 1
42 1 1 40 152 95 70 1
42 2 0 34 73 600 70 1
42 3 0 35 34 594 70 1
42 4 0 0 24 587 70 1
43 1 1 30 116 180 70 1
43 2 0 34 71 657 70 1
43 3 0 35 32 651 70 1
43 4 0 0 29 629 70 1
44 1 1 40 100 105 45 2
44 2 0 44 70 622 45 2
44 3 0 53 31 616 45 2
44 4 0 0 17 577 45 2
45 1 1 45 105 115 8 2
45 2 0 44 35 622 8 2
45 3 0 53 31 616 8 2
45 4 0 0 12 577 8 2
46 1 1 20 106 190 70 1
46 2 0 34 72 659 70 1
46 3 0 35 33 653 70 1
46 4 0 0 44 592 70 1
47 1 1 60 90 100 26 2
47 2 0 44 69 596 26 2
47 3 0 53 30 590 26 2
47 4 0 0 13 577 26 2
48 1 1 40 48 115 50 1
48 2 0 34 31 365 50 1
48 3 0 35 25 410 50 1
48 4 0 0 16 308 50 1
49 1 1 50 69 85 10 3
49 2 0 44 16 344 10 3
49 3 0 53 13 389 10 3
49 4 0 0 4 315 10 3
50 1 1 75 99 135 30 1
50 2 0 34 96 678 30 1
50 3 0 35 57 672 30 1
50 4 0 0 29 629 30 1
51 1 1 90 64 155 60 2
51 2 0 44 74 678 60 2
51 3 0 53 35 672 60 2
51 4 0 0 20 629 60 2
52 1 1 85 105 85 30 4
52 2 0 44 56 665 30 4
52 3 0 53 35 659 30 4
52 4 0 0 8 587 30 4
53 1 0 69 60 123 30 1
53 2 1 15 24 365 30 1
53 3 0 35 25 430 30 1
53 4 0 0 13 332 30 1
54 1 0 64 58 90 50 2
54 2 1 30 22 340 50 2
54 3 0 53 25 417 50 2
54 4 0 0 9 334 50 2
55 1 0 64 45 73 6 4
55 2 1 15 22 290 6 4
55 3 0 53 13 395 6 4
55 4 0 0 5 314 6 4
56 1 0 69 108 170 30 1
56 2 1 30 31 875 30 1
56 3 0 35 44 887 30 1
56 4 0 0 50 884 30 1
57 1 0 69 110 249 12 1
57 2 1 45 22 890 12 1
57 3 0 35 47 955 12 1
57 4 0 0 38 990 12 1
58 1 0 64 115 138 36 2
58 2 1 10 44 830 36 2
58 3 0 53 50 869 36 2
58 4 0 0 18 862 36 2
59 1 0 69 117 147 30 1
59 2 1 40 59 790 30 1
59 3 0 35 48 885 30 1
59 4 0 0 38 883 30 1
60 1 0 64 88 119 35 3
60 2 1 50 78 775 35 3
60 3 0 53 43 840 35 3
60 4 0 0 16 855 35 3
61 1 0 69 105 196 6 1
61 2 1 40 43 895 6 1
61 3 0 35 44 919 6 1
61 4 0 0 50 935 6 1
62 1 0 64 120 333 6 1
62 2 1 25 28 870 6 1
62 3 0 53 52 890 6 1
62 4 0 0 38 921 6 1
63 1 0 64 103 146 8 2
63 2 1 25 36 875 8 2
63 3 0 53 43 943 8 2
63 4 0 0 19 887 8 2
64 1 0 69 103 138 6 1
64 2 1 5 22 800 6 1
64 3 0 35 43 821 6 1
64 4 0 0 36 846 6 1
65 1 0 64 116 164 12 2
65 2 1 75 89 685 12 2
65 3 0 53 47 875 12 2
65 4 0 0 19 874 12 2
66 1 0 69 103 129 30 1
66 2 0 34 88 925 30 1
66 3 1 10 30 790 30 1
66 4 0 0 50 887 30 1
67 1 0 64 109 230 35 2
67 2 0 44 101 1104 35 2
67 3 0 53 56 1094 35 2
67 4 1 0 26 960 35 2
68 1 0 69 108 177 35 1
68 2 0 34 92 907 35 1
68 3 1 45 39 850 35 1
68 4 0 0 52 865 35 1
69 1 0 64 92 161 60 3
69 2 1 40 73 792 60 3
69 3 0 53 46 920 60 3
69 4 0 0 16 887 60 3
70 1 0 64 119 161 60 2
70 2 1 45 75 765 60 2
70 3 0 53 51 869 60 2
70 4 0 0 19 898 60 2
71 1 0 64 109 190 12 2
71 2 1 40 24 399 12 2
71 3 0 53 46 951 12 2
71 4 0 0 27 897 12 2
72 1 0 69 111 108 10 1
72 2 1 30 30 760 10 1
72 3 0 35 50 867 10 1
72 4 0 0 47 844 10 1
73 1 0 69 104 246 10 1
73 2 1 25 23 830 10 1
73 3 0 35 45 1068 10 1
73 4 0 0 41 978 10 1
74 1 0 69 104 200 15 1
74 2 1 75 23 835 15 1
74 3 0 35 43 846 15 1
74 4 0 0 40 927 15 1
75 1 0 64 124 160 10 2
75 2 1 30 82 850 10 2
75 3 0 53 54 893 10 2
75 4 0 0 19 886 10 2
76 1 0 64 103 145 8 1
76 2 1 50 73 840 8 1
76 3 0 53 43 892 8 1
76 4 0 0 50 894 8 1
77 1 0 69 103 125 30 1
77 2 1 30 80 800 30 1
77 3 0 35 42 844 30 1
77 4 0 0 38 861 30 1
78 1 0 64 113 163 20 2
78 2 0 44 51 948 20 2
78 3 0 53 49 938 20 2
78 4 1 0 26 720 20 2
79 1 0 64 76 147 70 5
79 2 0 44 63 918 70 5
79 3 0 53 44 908 70 5
79 4 1 0 10 1440 70 5
80 1 0 69 108 163 20 1
80 2 0 34 89 905 20 1
80 3 1 30 43 785 20 1
80 4 0 0 35 879 20 1
81 1 0 69 127 193 60 1
81 2 0 34 109 888 60 1
81 3 1 60 52 1025 60 1
81 4 0 0 50 892 60 1
82 1 0 64 44 100 70 4
82 2 0 44 25 351 70 4
82 3 0 53 20 361 70 4
82 4 1 0 5 180 70 4
83 1 0 69 59 98 8 1
83 2 1 1 11 320 8 1
83 3 0 35 13 413 8 1
83 4 0 0 17 332 8 1
84 1 0 69 59 114 30 1
84 2 1 25 60 337 30 1
84 3 0 35 25 423 30 1
84 4 0 0 8 335 30 1
85 1 1 25 65 140 70 2
85 2 0 44 69 596 70 2
85 3 0 53 30 590 70 2
85 4 0 0 16 577 70 2
86 1 0 69 60 67 60 1
86 2 1 10 37 285 60 1
86 3 0 35 28 400 60 1
86 4 0 0 14 320 60 1
87 1 0 64 59 118 20 2
87 2 0 44 17 349 20 2
87 3 0 53 14 359 20 2
87 4 1 0 5 240 20 2
88 1 0 69 61 72 15 1
88 2 1 10 18 305 15 1
88 3 0 35 27 396 15 1
88 4 0 0 12 332 15 1
89 1 0 64 59 118 30 2
89 2 0 44 32 349 30 2
89 3 0 53 26 359 30 2
89 4 1 0 6 265 30 2
90 1 0 64 60 74 26 2
90 2 1 20 40 262 26 2
90 3 0 53 26 389 26 2
90 4 0 0 10 315 26 2
91 1 0 64 44 93 35 4
91 2 1 20 30 291 35 4
91 3 0 53 19 346 35 4
91 4 0 0 4 316 35 4
92 1 0 69 58 124 12 1
92 2 1 10 30 340 12 1
92 3 0 35 25 427 12 1
92 4 0 0 14 364 12 1
93 1 0 64 84 108 70 2
93 2 0 44 70 596 70 2
93 3 0 53 31 590 70 2
93 4 1 0 15 360 70 2
94 1 1 30 145 90 50 1
94 2 0 44 31 343 50 1
94 3 0 53 25 388 50 1
94 4 0 0 13 296 50 1
95 1 1 45 121 100 40 2
95 2 0 44 92 926 40 2
95 3 0 53 47 916 40 2
95 4 0 0 20 885 40 2
96 1 1 30 84 180 70 1
96 2 0 34 72 707 70 1
96 3 0 35 33 701 70 1
96 4 0 0 26 626 70 1
97 1 0 69 61 146 10 1
97 2 0 34 17 409 10 1
97 3 1 5 31 300 10 1
97 4 0 0 13 350 10 1
98 1 1 45 180 160 26 1
98 2 0 34 89 985 26 1
98 3 0 35 44 975 26 1
98 4 0 0 39 896 26 1
99 1 0 64 94 231 50 3
99 2 0 44 79 949 50 3
99 3 1 40 32 1110 50 3
99 4 0 0 13 942 50 3
100 1 0 64 92 203 70 3
100 2 0 44 77 961 70 3
100 3 0 53 46 951 70 3
100 4 1 0 17 780 70 3
101 1 0 69 59 111 30 1
101 2 0 34 31 376 30 1
101 3 1 15 25 360 30 1
101 4 0 0 23 351 30 1
102 1 0 64 75 153 50 5
102 2 0 44 64 900 50 5
102 3 0 53 45 890 50 5
102 4 1 0 13 720 50 5
103 1 0 69 58 99 20 1
103 2 0 34 16 366 20 1
103 3 0 35 13 411 20 1
103 4 1 0 13 300 20 1
104 1 0 64 110 153 32 2
104 2 0 44 91 874 32 2
104 3 0 53 46 864 32 2
104 4 1 0 21 960 32 2
105 1 0 64 108 187 27 2
105 2 0 44 90 932 27 2
105 3 0 53 45 922 27 2
105 4 1 0 20 1440 27 2
106 1 0 69 104 179 30 1
106 2 0 34 89 978 30 1
106 3 1 30 28 795 30 1
106 4 0 0 40 904 30 1
107 1 0 69 108 180 35 1
107 2 0 34 89 901 35 1
107 3 0 35 44 891 35 1
107 4 1 0 34 720 35 1
108 1 0 64 78 146 40 4
108 2 0 44 66 903 40 4
108 3 0 53 43 893 40 4
108 4 1 0 11 870 40 4
109 1 0 64 60 144 60 2
109 2 0 44 32 404 60 2
109 3 0 53 26 449 60 2
109 4 1 0 8 270 60 2
110 1 0 64 78 175 40 4
110 2 0 44 67 932 40 4
110 3 0 53 44 922 40 4
110 4 1 0 12 720 40 4
111 1 0 69 67 108 70 1
111 2 0 34 38 370 70 1
111 3 0 35 32 415 70 1
111 4 1 0 12 240 70 1
112 1 0 64 108 200 70 2
112 2 0 44 90 944 70 2
112 3 0 53 45 934 70 2
112 4 1 0 19 720 70 2
113 1 1 60 108 80 30 2
113 2 0 44 32 344 30 2
113 3 0 53 26 389 30 2
113 4 0 0 7 315 30 2
114 1 1 30 58 90 35 2
114 2 0 44 32 506 35 2
114 3 0 53 26 551 35 2
114 4 0 0 8 402 35 2
115 1 1 55 69 115 60 1
115 2 0 34 43 392 60 1
115 3 0 35 37 437 60 1
115 4 0 0 13 268 60 1
116 1 1 40 66 105 45 1
116 2 0 34 31 372 45 1
116 3 0 35 25 417 45 1
116 4 0 0 18 327 45 1
117 1 0 69 57 67 45 1
117 2 0 34 31 355 45 1
117 3 1 40 18 245 45 1
117 4 0 0 13 320 45 1
118 1 0 69 129 185 6 1
118 2 0 34 67 933 6 1
118 3 1 20 54 820 6 1
118 4 0 0 38 894 6 1
119 1 1 90 151 95 36 1
119 2 0 34 96 895 36 1
119 3 0 35 51 885 36 1
119 4 0 0 35 844 36 1
120 1 1 10 70 85 20 1
120 2 0 34 34 351 20 1
120 3 0 35 28 396 20 1
120 4 0 0 22 307 20 1
121 1 1 25 75 100 20 2
121 2 0 44 15 348 20 2
121 3 0 53 12 393 20 2
121 4 0 0 7 290 20 2
122 1 1 99 110 260 26 1
122 2 0 34 92 934 26 1
122 3 0 35 47 924 26 1
122 4 0 0 45 816 26 1
123 1 1 30 94 195 29 1
123 2 0 34 89 943 29 1
123 3 0 35 44 933 29 1
123 4 0 0 58 912 29 1
124 1 1 35 95 155 8 2
124 2 0 44 45 930 8 2
124 3 0 53 43 920 8 2
124 4 0 0 23 860 8 2
125 1 0 69 104 178 32 1
125 2 0 34 89 992 32 1
125 3 1 15 38 675 32 1
125 4 0 0 39 900 32 1
126 1 0 64 103 170 45 2
126 2 0 44 88 889 45 2
126 3 1 30 35 770 45 2
126 4 0 0 18 905 45 2
127 1 0 64 86 167 45 3
127 2 0 44 75 972 45 3
127 3 0 53 44 962 45 3
127 4 1 0 13 870 45 3
128 1 0 64 108 139 26 2
128 2 0 44 90 862 26 2
128 3 1 30 36 780 26 2
128 4 0 0 18 875 26 2
129 1 0 69 59 106 60 1
129 2 0 34 31 372 60 1
129 3 0 35 25 417 60 1
129 4 1 0 13 300 60 1
130 1 0 64 58 124 10 2
130 2 1 10 35 380 10 2
130 3 0 53 13 427 10 2
130 4 0 0 8 364 10 2
131 1 0 64 107 153 45 2
131 2 0 44 89 880 45 2
131 3 0 53 44 870 45 2
131 4 1 0 2 660 45 2
132 1 0 64 86 143 60 3
132 2 0 44 74 880 60 3
132 3 0 53 43 870 60 3
132 4 1 0 16 660 60 3
133 1 0 69 108 196 60 1
133 2 0 34 91 967 60 1
133 3 1 15 35 935 60 1
133 4 0 0 38 903 60 1
134 1 0 69 103 149 8 1
134 2 0 34 45 892 8 1
134 3 1 25 25 730 8 1
134 4 0 0 37 882 8 1
135 1 0 64 103 160 60 2
135 2 0 44 89 987 60 2
135 3 0 53 44 977 60 2
135 4 1 0 34 660 60 2
136 1 0 64 114 161 12 2
136 2 0 44 60 1031 12 2
136 3 0 53 58 1021 12 2
136 4 1 0 19 720 12 2
137 1 0 69 107 150 45 1
137 2 0 34 91 914 45 1
137 3 0 35 46 904 45 1
137 4 1 0 36 750 45 1
138 1 0 69 118 137 50 1
138 2 0 34 96 904 50 1
138 3 1 5 65 850 50 1
138 4 0 0 64 859 50 1
139 1 0 69 102 101 26 1
139 2 0 34 87 870 26 1
139 3 1 45 35 800 26 1
139 4 0 0 35 825 26 1
140 1 0 64 85 101 35 3
140 2 0 44 73 870 35 3
140 3 0 53 42 860 35 3
140 4 1 0 12 600 35 3
141 1 0 69 107 158 12 1
141 2 1 30 61 780 12 1
141 3 0 35 45 901 12 1
141 4 0 0 54 853 12 1
142 1 0 69 113 244 15 1
142 2 1 30 67 845 15 1
142 3 0 35 49 893 15 1
142 4 0 0 47 868 15 1
143 1 0 64 84 215 12 4
143 2 1 99 37 885 12 4
143 3 0 53 46 966 12 4
143 4 0 0 10 921 12 4
144 1 0 64 94 163 35 3
144 2 1 25 68 755 35 3
144 3 0 53 47 895 35 3
144 4 0 0 16 879 35 3
145 1 0 69 112 161 26 1
145 2 1 15 21 797 26 1
145 3 0 35 45 876 26 1
145 4 0 0 47 852 26 1
146 1 0 69 103 166 6 1
146 2 1 45 20 820 6 1
146 3 0 35 43 836 6 1
146 4 0 0 35 886 6 1
147 1 0 69 107 152 4 1
147 2 1 30 33 755 4 1
147 3 0 35 44 882 4 1
147 4 0 0 48 845 4 1
148 1 0 64 103 164 40 2
148 2 1 10 41 730 40 2
148 3 0 53 43 925 40 2
148 4 0 0 19 898 40 2
149 1 0 64 143 166 40 1
149 2 1 10 83 825 40 1
149 3 0 53 70 896 40 1
149 4 0 0 50 911 40 1
150 1 1 45 94 270 60 1
150 2 0 34 91 916 60 1
150 3 0 35 46 906 60 1
150 4 0 0 49 872 60 1
151 1 1 45 138 115 4 1
151 2 0 34 60 880 4 1
151 3 0 35 58 870 4 1
151 4 0 0 47 888 4 1
152 1 1 60 102 250 50 1
152 2 0 34 112 997 50 1
152 3 0 35 67 952 50 1
152 4 0 0 43 971 50 1
153 1 1 60 151 255 60 2
153 2 0 44 91 941 60 2
153 3 0 53 46 931 60 2
153 4 0 0 21 959 60 2
154 1 1 60 111 205 70 1
154 2 0 34 97 888 70 1
154 3 0 35 52 878 70 1
154 4 0 0 49 855 70 1
155 1 1 60 70 95 40 2
155 2 0 44 31 360 40 2
155 3 0 53 25 405 40 2
155 4 0 0 7 335 40 2
156 1 1 45 74 70 35 3
156 2 0 44 26 361 35 3
156 3 0 53 21 406 35 3
156 4 0 0 4 315 35 3
157 1 1 75 165 180 60 2
157 2 0 44 98 967 60 2
157 3 0 53 53 922 60 2
157 4 0 0 26 947 60 2
158 1 1 30 93 175 60 1
158 2 0 34 96 1030 60 1
158 3 0 35 51 1020 60 1
158 4 0 0 54 967 60 1
159 1 1 90 71 115 50 2
159 2 0 44 31 385 50 2
159 3 0 53 25 430 50 2
159 4 0 0 7 332 50 2
160 1 1 45 75 75 40 3
160 2 0 44 33 418 40 3
160 3 0 53 28 463 40 3
160 4 0 0 5 291 40 3
161 1 1 60 81 70 60 1
161 2 0 34 32 341 60 1
161 3 0 35 26 386 60 1
161 4 0 0 13 307 60 1
162 1 1 75 94 95 20 1
162 2 0 34 33 367 20 1
162 3 0 35 27 412 20 1
162 4 0 0 14 314 20 1
163 1 0 64 70 158 50 3
163 2 0 44 61 778 50 3
163 3 0 53 34 772 50 3
163 4 1 0 11 470 50 3
164 1 0 64 65 145 70 4
164 2 0 44 54 674 70 4
164 3 0 53 33 668 70 4
164 4 1 0 8 560 70 4
165 1 0 64 71 133 50 3
165 2 0 44 59 625 50 3
165 3 0 53 32 619 50 3
165 4 1 0 8 510 50 3
166 1 0 69 81 139 26 1
166 2 0 34 71 698 26 1
166 3 0 35 32 692 26 1
166 4 1 0 33 600 26 1
167 1 0 64 65 154 45 4
167 2 0 44 53 621 45 4
167 3 0 53 32 615 45 4
167 4 1 0 9 535 45 4
168 1 0 64 58 148 45 6
168 2 0 44 48 646 45 6
168 3 0 53 32 640 45 6
168 4 1 0 5 470 45 6
169 1 0 69 81 95 30 1
169 2 0 34 70 610 30 1
169 3 0 35 31 604 30 1
169 4 1 0 30 440 30 1
170 1 0 64 71 145 40 3
170 2 0 44 59 658 40 3
170 3 0 53 32 652 40 3
170 4 1 0 10 590 40 3
171 1 0 64 82 159 50 2
171 2 0 44 71 765 50 2
171 3 0 53 32 759 50 2
171 4 1 0 13 490 50 2
172 1 0 69 61 73 35 1
172 2 0 34 33 350 35 1
172 3 1 50 26 227 35 1
172 4 0 0 14 314 35 1
173 1 0 69 60 133 34 1
173 2 0 34 31 397 34 1
173 3 1 15 21 240 34 1
173 4 0 0 14 351 34 1
174 1 0 64 81 129 8 2
174 2 0 44 35 677 8 2
174 3 1 15 31 565 8 2
174 4 0 0 12 588 8 2
175 1 0 69 59 117 30 1
175 2 0 34 32 397 30 1
175 3 0 35 26 442 30 1
175 4 1 0 17 180 30 1
176 1 0 69 111 276 32 1
176 2 0 34 93 1047 32 1
176 3 1 30 35 860 32 1
176 4 0 0 42 1008 32 1
177 1 0 69 59 88 26 1
177 2 0 34 30 361 26 1
177 3 1 15 21 295 26 1
177 4 0 0 13 299 26 1
178 1 0 69 59 114 42 1
178 2 0 34 31 389 42 1
178 3 1 15 21 243 42 1
178 4 0 0 13 334 42 1
179 1 1 90 55 115 50 1
179 2 0 44 72 602 50 1
179 3 0 53 33 596 50 1
179 4 0 0 24 589 50 1
180 1 1 15 87 110 70 2
180 2 0 44 31 348 70 2
180 3 0 53 25 393 70 2
180 4 0 0 7 320 70 2
181 1 0 69 62 76 30 1
181 2 0 34 39 377 30 1
181 3 0 35 33 422 30 1
181 4 1 0 12 300 30 1
182 1 0 69 59 121 26 1
182 2 0 34 31 386 26 1
182 3 0 35 25 431 26 1
182 4 1 0 14 270 26 1
183 1 0 64 51 90 26 3
183 2 1 20 61 350 26 3
183 3 0 53 22 405 26 3
183 4 0 0 6 327 26 3
184 1 0 64 64 215 18 2
184 2 1 50 41 420 18 2
184 3 0 53 15 385 18 2
184 4 0 0 9 321 18 2
185 1 0 64 58 74 35 2
185 2 1 30 21 295 35 2
185 3 0 53 24 389 35 2
185 4 0 0 7 315 35 2
186 1 0 64 71 119 50 3
186 2 0 44 58 617 50 3
186 3 1 15 35 615 50 3
186 4 0 0 11 586 50 3
187 1 1 15 50 75 4 1
187 2 0 34 15 361 4 1
187 3 0 35 12 406 4 1
187 4 0 0 13 315 4 1
188 1 1 10 61 80 30 4
188 2 0 44 24 350 30 4
188 3 0 53 19 395 30 4
188 4 0 0 4 314 30 4
189 1 0 69 59 100 45 1
189 2 0 34 31 372 45 1
189 3 0 35 25 417 45 1
189 4 1 0 13 210 45 1
190 1 0 69 58 73 60 1
190 2 0 34 31 324 60 1
190 3 0 35 25 334 60 1
190 4 1 0 18 240 60 1
191 1 0 69 62 184 4 1
191 2 0 34 19 454 4 1
191 3 0 35 16 464 4 1
191 4 1 0 18 225 4 1
192 1 1 30 93 85 30 1
192 2 0 34 33 365 30 1
192 3 0 35 27 410 30 1
192 4 0 0 13 308 30 1
193 1 1 20 76 95 60 1
193 2 0 34 33 344 60 1
193 3 0 35 27 389 60 1
193 4 0 0 13 315 60 1
194 1 0 64 100 190 4 2
194 2 0 44 49 678 4 2
194 3 1 30 48 430 4 2
194 4 0 0 14 629 4 2
195 1 0 64 48 63 18 3
195 2 1 10 21 255 18 3
195 3 0 53 13 397 18 3
195 4 0 0 4 324 18 3
196 1 0 64 58 93 15 2
196 2 1 10 30 315 15 2
196 3 0 53 13 346 15 2
196 4 0 0 6 316 15 2
197 1 0 69 59 94 26 1
197 2 0 34 30 361 26 1
197 3 0 35 24 406 26 1
197 4 1 0 10 270 26 1
198 1 1 30 111 105 40 1
198 2 0 34 71 596 40 1
198 3 0 35 32 590 40 1
198 4 0 0 27 577 40 1
199 1 1 5 64 80 70 2
199 2 0 44 30 348 70 2
199 3 0 53 24 393 70 2
199 4 0 0 7 291 70 2
200 1 1 5 60 85 45 4
200 2 0 44 24 379 45 4
200 3 0 53 19 424 45 4
200 4 0 0 3 337 45 4
201 1 0 64 97 188 26 3
201 2 0 44 76 825 26 3
201 3 1 16 38 810 26 3
201 4 0 0 15 803 26 3
202 1 0 69 91 117 35 1
202 2 0 34 77 630 35 1
202 3 0 35 38 624 35 1
202 4 1 0 29 540 35 1
203 1 0 69 59 114 4 1
203 2 0 34 16 378 4 1
203 3 1 5 14 370 4 1
203 4 0 0 17 335 4 1
204 1 0 69 60 66 20 1
204 2 0 34 34 352 20 1
204 3 1 10 37 250 20 1
204 4 0 0 13 307 20 1
205 1 0 69 107 144 45 1
205 2 0 34 89 879 45 1
205 3 1 30 35 775 45 1
205 4 0 0 37 868 45 1
206 1 0 69 81 124 40 1
206 2 0 34 69 605 40 1
206 3 0 35 30 599 40 1
206 4 1 0 30 720 40 1
207 1 1 45 126 135 40 1
207 2 0 34 70 596 40 1
207 3 0 35 31 590 40 1
207 4 0 0 32 577 40 1
208 1 0 69 59 86 2 1
208 2 0 34 15 360 2 1
208 3 1 50 29 265 2 1
208 4 0 0 13 300 2 1
209 1 0 69 81 124 20 1
209 2 0 34 35 605 20 1
209 3 0 35 31 599 20 1
209 4 1 0 27 510 20 1
210 1 0 64 66 140 70 4
210 2 0 44 54 670 70 4
210 3 0 53 33 664 70 4
210 4 1 0 12 540 70 4
;

/*
-----------------
JUDGERNK Data Set
-----------------

 Data described in Chapter 7 of P.D. Allison, "Logistic Regression
 Using the SAS System: Theory and Application."                 */

data judgernk;
input judgid rank blackd whitvic death culp case;
datalines;
11 1 1 1 0 3 4163
11 2 0 1 1 3 2172
11 3 1 1 0 1 1880
11 4 1 0 1 5 2015
11 5 0 0 0 1 1060
11 6 1 1 0 1 2375
11 7 1 0 1 2 1720
11 8 1 0 1 5 1598
11 9 1 0 1 2 197
11 10 0 1 1 5 119
11 11 1 0 0 1 3035
11 12 1 0 0 2 4142
11 13 0 0 0 1 4128
11 14 1 0 0 1 1791
11 15 1 0 0 1 463
12 1 0 1 1 5 119
12 2 1 0 0 2 4142
12 3 1 0 1 5 1598
12 4 0 0 0 1 1060
12 5 1 0 1 2 1720
12 6 1 1 0 1 1880
12 7 1 1 0 3 4163
12 8 1 0 0 1 3035
12 9 1 0 1 5 2015
12 10 0 0 0 1 4128
12 11 1 1 0 1 2375
12 12 1 0 0 1 1791
12 13 0 1 1 3 2172
12 14 1 0 1 2 197
12 15 1 0 0 1 463
13 1 1 1 0 3 4163
13 2 0 1 1 5 119
13 3 1 1 0 1 1880
13 4 0 1 1 3 2172
13 5 1 0 0 2 4142
13 6 1 1 0 1 2375
13 7 1 0 1 5 1598
13 8 1 0 1 5 2015
13 9 1 0 1 2 1720
13 10 1 0 0 1 1791
13 11 0 0 0 1 1060
13 12 1 0 0 1 3035
13 13 0 0 0 1 4128
13 14 1 0 1 2 197
13 15 1 0 0 1 463
14 2 0 1 1 5 119
14 2 1 0 1 5 1598
14 2 1 1 0 3 4163
14 4 1 1 0 1 1880
14 5.5 1 0 0 1 3035
14 5.5 1 0 0 2 4142
14 7.5 1 0 0 1 463
14 7.5 1 0 1 5 2015
14 9 0 0 0 1 1060
14 10 0 0 0 1 4128
14 11 0 1 1 3 2172
14 12 1 0 1 2 197
14 13 1 1 0 1 2375
14 14 1 0 0 1 1791
14 15 1 0 1 2 1720
15 1 1 0 0 1 3035
15 2 1 1 0 3 4163
15 3 1 0 1 5 1598
15 4 0 0 0 1 1060
15 5 1 1 0 1 2375
15 6 1 0 0 1 1791
15 7 0 1 1 5 119
15 8 1 0 1 2 1720
15 9 1 0 1 5 2015
15 10 0 0 0 1 4128
15 11 1 0 0 1 463
15 12 1 0 0 2 4142
15 13 1 1 0 1 1880
15 14 0 1 1 3 2172
15 15 1 0 1 2 197
16 1 1 1 0 3 4163
16 2 1 1 0 1 2375
16 3 1 0 1 5 1598
16 4 1 0 0 2 4142
16 5 0 1 1 5 119
16 6.5 1 1 0 1 1880
16 6.5 0 1 1 3 2172
16 8 1 0 0 1 3035
16 9 1 0 0 1 1791
16 10 1 0 1 2 197
16 11 1 0 0 1 463
16 12 1 0 1 2 1720
16 13 1 0 1 5 2015
16 14 0 0 0 1 1060
16 15 0 0 0 1 4128
21 1 0 1 1 4 3049
21 2 0 1 0 1 2715
21 3 1 0 0 1 4150
21 4 1 0 0 3 4179
21 5 1 0 0 5 231
21 6 0 1 0 5 2826
21 7 0 1 0 1 3003
21 8 1 0 1 4 2228
21 9 0 0 1 5 728
21 10 0 1 0 1 2091
21 11 1 0 0 1 2647
21 12 0 1 0 1 2270
21 13 1 0 0 1 716
21 14 1 0 0 1 2463
22 1 0 1 0 5 2826
22 2 0 1 1 4 3049
22 3 0 1 0 1 2715
22 4 1 0 0 5 231
22 5 1 0 0 3 4179
22 6 1 0 0 1 4150
22 7 0 1 0 1 3003
22 8 1 0 0 1 2647
22 9 0 1 0 1 2091
22 10 1 0 1 4 2228
22 11 1 0 0 1 2463
22 12 0 0 1 5 728
22 13 1 0 0 1 716
22 14 0 1 0 1 2270
23 1 1 0 0 1 4150
23 2 0 1 0 1 2715
23 3 0 1 0 1 2091
23 4 0 1 0 5 2826
23 5 1 0 1 4 2228
23 6 0 0 1 5 728
23 7 1 0 0 3 4179
23 8 0 1 1 4 3049
23 9 0 1 0 1 3003
23 10 1 0 0 1 2647
23 11 1 0 0 1 716
23 12 1 0 0 1 2463
23 13.5 1 0 0 5 231
23 13.5 0 1 0 1 2270
26 1 0 1 0 1 2091
26 2 1 0 0 3 4179
26 3 0 1 0 5 2826
26 4 0 1 0 1 2715
26 5 1 0 0 1 4150
26 6 1 0 0 5 231
26 7 1 0 1 4 2228
26 8 1 0 0 1 2647
26 9 0 0 1 5 728
26 10 0 1 1 4 3049
26 11 1 0 0 1 2463
26 12 0 1 0 1 3003
26 13 0 1 0 1 2270
26 14 1 0 0 1 716
31 1.5 0 1 0 2 506
31 1.5 0 1 1 4 1529
31 3 1 1 1 5 1158
31 4 0 1 1 5 3002
31 5 0 1 0 1 1780
31 6 0 1 1 5 1453
31 7 1 1 1 2 868
31 8 0 1 0 1 1079
31 9 1 1 0 1 1133
31 10 1 0 0 1 4158
31 11 0 1 1 2 595
31 12 1 0 0 1 1918
31 13 0 1 0 1 4063
31 14 1 1 1 2 1459
31 15 1 0 0 1 2627
32 2.5 0 1 1 5 1453
32 2.5 0 1 1 4 1529
32 2.5 0 1 0 1 1780
32 2.5 0 1 1 5 3002
32 6 0 1 0 2 506
32 6 0 1 1 2 595
32 6 1 1 1 5 1158
32 8 1 1 0 1 1133
32 11 1 1 1 2 868
32 11 0 1 0 1 1079
32 11 1 1 1 2 1459
32 11 1 0 0 1 2627
32 11 1 0 0 1 4158
32 14.5 1 0 0 1 1918
32 14.5 0 1 0 1 4063
33 1 0 1 1 5 3002
33 2 0 1 1 4 1529
33 3 0 1 0 1 1780
33 4 1 1 1 2 1459
33 5 0 1 1 5 1453
33 6 1 0 0 1 1918
33 7 1 1 1 2 868
33 8 1 1 1 5 1158
33 9 1 1 0 1 1133
33 10 1 0 0 1 4158
33 11 0 1 1 2 595
33 12 0 1 0 2 506
33 13 0 1 0 1 4063
33 14 0 1 0 1 1079
33 15 1 0 0 1 2627
34 1.5 0 1 1 4 1529
34 1.5 0 1 1 5 3002
34 3 0 1 0 2 506
34 5 1 1 1 2 868
34 5 1 1 1 5 1158
34 5 0 1 1 5 1453
34 7.5 0 1 0 1 1079
34 7.5 0 1 0 1 1780
34 9.5 0 1 1 2 595
34 9.5 1 0 0 1 1918
34 11.5 1 1 0 1 1133
34 11.5 1 0 0 1 4158
34 13 1 1 1 2 1459
34 14 0 1 0 1 4063
34 15 1 0 0 1 2627
35 1 1 1 1 2 868
35 2 0 1 1 5 3002
35 3 1 1 1 5 1158
35 4 0 1 0 2 506
35 5 0 1 1 4 1529
35 6 0 1 0 1 1780
35 7 0 1 1 5 1453
35 8 0 1 1 2 595
35 9 1 1 1 2 1459
35 10 1 1 0 1 1133
35 11 1 0 0 1 4158
35 12 1 0 0 1 1918
35 13 0 1 0 1 1079
35 14 0 1 0 1 4063
35 15 1 0 0 1 2627
41 1 1 0 0 1 209
41 2 1 1 1 5 4202
41 3.5 1 1 1 4 1080
41 3.5 1 1 0 2 4133
41 5 1 1 0 1 4055
41 6 1 0 1 4 2687
41 7.5 1 0 1 5 443
41 7.5 0 1 0 1 1476
41 9 0 1 0 1 1958
41 10 0 1 1 4 2795
41 11 1 0 0 1 394
41 13 1 0 0 1 576
41 13 1 0 0 1 2235
41 13 1 1 1 3 4212
42 1.5 1 1 0 2 4133
42 1.5 1 1 1 5 4202
42 3.5 0 1 1 4 2795
42 3.5 1 1 0 1 4055
42 5.5 1 0 1 5 443
42 5.5 1 1 1 4 1080
42 7.5 1 0 1 4 2687
42 7.5 1 1 1 3 4212
42 9 0 1 0 1 1958
42 10 0 1 0 1 1476
42 11 1 0 0 1 394
42 12 1 0 0 1 209
42 13 1 0 0 1 576
42 14 1 0 0 1 2235
43 1 1 1 1 5 4202
43 2 1 1 0 1 4055
43 3 1 0 0 1 209
43 4 1 0 0 1 394
43 5 0 1 0 1 1958
43 6 0 1 1 4 2795
43 7 1 0 1 4 2687
43 8 1 0 1 5 443
43 9 1 1 1 4 1080
43 10 1 1 1 3 4212
43 11 1 1 0 2 4133
43 12 1 0 0 1 2235
43 13 0 1 0 1 1476
43 14 1 0 0 1 576
44 1 1 1 1 5 4202
44 2 1 1 0 1 4055
44 3 0 1 1 4 2795
44 4 1 0 0 1 394
44 5.5 0 1 0 1 1958
44 5.5 1 0 1 4 2687
44 7 1 1 1 4 1080
44 8 1 1 0 2 4133
44 9 1 0 1 5 443
44 10 1 0 0 1 209
44 11 1 0 0 1 2235
44 12 0 1 0 1 1476
44 13 1 1 1 3 4212
44 14 1 0 0 1 576
45 1 1 1 1 5 4202
45 2 1 0 0 1 394
45 3 1 1 0 1 4055
45 4 1 1 0 2 4133
45 5 1 0 1 5 443
45 6 1 0 1 4 2687
45 7 1 0 0 1 2235
45 8 0 1 1 4 2795
45 9 0 1 0 1 1476
45 10 0 1 0 1 1958
45 11 1 1 1 4 1080
45 12 1 1 1 3 4212
45 13 1 0 0 1 576
45 14 1 0 0 1 209
51 1 0 0 0 4 1793
51 2 1 0 1 5 2026
51 3 1 0 0 3 4169
51 4 0 1 1 3 2809
51 5 1 0 1 1 662
51 6 1 0 1 4 1917
51 7.5 1 0 0 2 73
51 7.5 1 0 1 3 1138
51 9.5 0 1 0 1 2040
51 9.5 1 1 0 1 2722
51 11.5 1 0 0 1 1243
51 11.5 0 1 0 1 2030
51 13.5 0 1 0 2 964
51 13.5 0 0 0 1 2761
51 15 1 0 1 5 1823
52 1 1 0 1 4 1917
52 2 1 0 0 1 1243
52 3 1 0 1 1 662
52 4 0 0 0 4 1793
52 5 1 0 1 5 2026
52 7 0 1 0 2 964
52 7 0 1 0 1 2030
52 7 1 1 0 1 2722
52 9.5 1 0 0 2 73
52 9.5 0 1 0 1 2040
52 11 1 0 0 3 4169
52 12 0 1 1 3 2809
52 13.5 1 0 1 3 1138
52 13.5 1 0 1 5 1823
52 15 0 0 0 1 2761
54 1.5 1 1 0 1 2722
54 1.5 1 0 0 3 4169
54 3.5 1 0 0 1 1243
54 3.5 0 1 0 1 2030
54 5.5 1 0 1 1 662
54 5.5 0 1 0 1 2040
54 7 0 0 0 4 1793
54 8.5 1 0 1 4 1917
54 8.5 1 0 1 5 2026
54 10.5 1 0 1 3 1138
54 10.5 0 1 1 3 2809
54 12 1 0 0 2 73
54 13.5 0 1 0 2 964
54 13.5 0 0 0 1 2761
54 15 1 0 1 5 1823
55 1.5 1 0 1 3 1138
55 1.5 0 0 0 4 1793
55 3 0 1 0 1 2040
55 4 0 1 1 3 2809
55 5.5 1 0 1 5 2026
55 5.5 1 0 0 3 4169
55 7 0 1 0 1 2030
55 8 1 0 0 1 1243
55 9.5 1 0 0 2 73
55 9.5 0 0 0 1 2761
55 11 0 1 0 2 964
55 12.5 1 0 1 5 1823
55 12.5 1 1 0 1 2722
55 14.5 1 0 1 1 662
55 14.5 1 0 1 4 1917
56 1 0 1 0 1 2040
56 3 1 0 1 1 662
56 3 1 1 0 1 2722
56 4 1 0 0 3 4169
56 5 0 1 0 1 2030
56 6 1 0 0 2 73
56 7 0 0 0 4 1793
56 8 0 1 1 3 2809
56 9.5 1 0 1 4 1917
56 9.5 1 0 1 5 2026
56 11 1 0 0 1 1243
56 12 0 1 0 2 964
56 13 1 0 1 3 1138
56 14 1 0 1 5 1823
56 15 0 0 0 1 2761
61 1 0 0 0 5 3018
61 2 0 1 1 5 200
61 3 1 0 1 1 4174
61 4 0 1 0 2 1640
61 5 1 0 1 3 3000
61 7 1 1 1 1 4149
61 8 0 1 0 2 1783
61 9 0 1 0 1 618
61 10 1 1 1 3 4152
61 11 1 1 0 1 4166
61 12 0 1 0 3 603
61 12 1 1 0 1 4074
61 13 0 0 1 2 4117
61 14 0 1 0 1 1533
62 1.5 0 1 1 5 200
62 1.5 0 0 0 5 3018
62 3 1 0 1 1 4174
62 4 1 0 1 3 3000
62 5 1 1 0 1 4074
62 6 0 1 0 1 618
62 7 0 1 0 3 603
62 8 1 1 0 1 4166
62 9.5 1 1 1 1 4149
62 9.5 1 1 1 3 4152
62 11 0 1 0 2 1640
62 12 0 0 1 2 4117
62 13.5 0 1 0 1 1533
62 13.5 0 1 0 2 1783
63 1 0 0 0 5 3018
63 2 1 0 1 3 3000
63 3 0 1 1 5 200
63 4.5 1 1 1 3 4152
63 4.5 1 0 1 1 4174
63 6 0 1 0 1 1533
63 7 0 1 0 2 1640
63 8 0 1 0 3 603
63 9 0 1 0 2 1783
63 10 1 1 0 1 4166
63 11 1 1 1 1 4149
63 12 0 0 1 2 4117
63 13 1 1 0 1 4074
63 14 0 1 0 1 618
64 1.5 0 1 1 5 200
64 1.5 0 0 0 5 3018
64 3 1 0 1 3 3000
64 4 1 1 1 1 4149
64 5 1 0 1 1 4174
64 6 0 1 0 1 618
64 7 0 1 0 3 603
64 8 1 1 1 3 4152
64 9 0 1 0 2 1640
64 10 1 1 0 1 4074
64 11 0 1 0 2 1783
64 12 1 1 0 1 4166
64 13 0 0 1 2 4117
64 14 0 1 0 1 1533
66 1.5 0 0 0 5 3018
66 1.5 1 0 1 1 4174
66 3 0 1 1 5 200
66 4 0 1 0 3 603
66 5 1 0 1 3 3000
66 6.5 0 1 0 1 618
66 6.5 1 1 0 1 4074
66 8 1 1 1 1 4149
66 9.5 0 1 0 1 1533
66 9.5 1 1 0 1 4166
66 11 0 1 0 2 1783
66 12 0 1 0 2 1640
66 13 1 1 1 3 4152
66 14 0 0 1 2 4117
71 2 0 1 1 3 4176
71 3 0 1 0 1 673
71 4 0 1 0 1 2190
71 5 1 1 0 1 4170
71 6 1 1 0 1 2170
71 7 0 1 1 3 1227
71 8 0 0 0 2 4090
71 9 1 1 0 1 3044
71 9 0 1 0 1 4203
71 10 1 0 0 1 1612
71 11 0 1 1 5 520
71 13 1 1 0 1 305
71 13 1 1 1 5 1031
71 13 0 1 1 5 4204
71 15 0 1 0 1 679
72 1 0 1 1 3 4176
72 2 1 1 1 5 1031
72 3.5 0 1 0 1 673
72 3.5 0 1 1 3 1227
72 5.5 0 1 1 5 520
72 5.5 0 1 0 1 2190
72 7 0 0 0 2 4090
72 8 1 1 0 1 2170
72 9 0 1 1 5 4204
72 10.5 1 1 0 1 3044
72 10.5 1 1 0 1 4170
72 12 1 1 0 1 305
72 13 0 1 0 1 4203
72 14 1 0 0 1 1612
72 15 0 1 0 1 679
73 1 1 1 0 1 3044
73 2.5 0 1 1 3 1227
73 2.5 1 1 0 1 2170
73 4.5 0 1 0 1 2190
73 4.5 0 1 1 3 4176
73 6 0 0 0 2 4090
73 7 0 1 1 5 4204
73 8.5 1 1 1 5 1031
73 8.5 0 1 0 1 4203
73 10 1 1 0 1 4170
73 11 0 1 1 5 520
73 12 0 1 0 1 673
73 13 1 1 0 1 305
73 14 0 1 0 1 679
73 15 1 0 0 1 1612
74 1.5 0 1 1 3 1227
74 1.5 0 1 0 1 2190
74 3.5 0 1 0 1 673
74 3.5 0 1 1 3 4176
74 5.5 1 1 1 5 1031
74 5.5 0 0 0 2 4090
74 7.5 1 1 0 1 2170
74 7.5 0 1 1 5 4204
74 9 1 1 0 1 4170
74 10 0 1 0 1 4203
74 11.5 1 1 0 1 305
74 11.5 1 0 0 1 1612
74 13.5 0 1 1 5 520
74 13.5 1 1 0 1 3044
74 15 0 1 0 1 679
75 1 1 1 0 1 4170
75 2 0 1 1 3 4176
75 3 0 1 1 5 520
75 4 1 0 0 1 1612
75 5 0 1 0 1 2190
75 6 0 0 0 2 4090
75 7 0 1 1 3 1227
75 8 1 1 0 1 3044
75 9 1 1 1 5 1031
75 10 1 1 0 1 2170
75 11 0 1 0 1 673
75 12 1 1 0 1 305
75 13 0 1 0 1 4203
75 14 0 1 0 1 679
75 15 0 1 1 5 4204
81 2.5 0 1 0 2 1336
81 2.5 0 1 1 5 3032
81 4 1 1 1 5 4213
81 5 0 0 0 2 4167
81 6 1 0 0 2 2318
81 7 0 1 0 2 2800
81 8 0 0 0 2 726
81 8 0 1 0 1 1391
81 9 0 0 0 2 727
81 10 1 1 0 1 338
81 11.5 0 0 0 2 124
81 11.5 0 1 1 4 1329
81 13.5 1 1 0 1 1076
81 13.5 0 1 0 1 1576
81 15 0 1 1 4 1914
82 1 0 1 1 5 3032
82 2.5 0 1 0 2 2800
82 2.5 0 0 0 2 4167
82 4.5 0 1 1 4 1914
82 4.5 1 0 0 2 2318
82 6 1 1 0 1 338
82 7 0 0 0 2 124
82 8 1 1 0 1 1076
82 9 0 0 0 2 727
82 10 0 0 0 2 726
82 11 1 1 1 5 4213
82 12.5 0 1 0 2 1336
82 12.5 0 1 0 1 1391
82 14 0 1 1 4 1329
82 15 0 1 0 1 1576
83 1 0 1 1 5 3032
83 2 0 0 0 2 726
83 3 0 1 0 2 1336
83 4 0 1 0 1 1391
83 5 1 0 0 2 2318
83 6 1 1 0 1 338
83 7 0 0 0 2 4167
83 8 0 1 0 2 2800
83 9 1 1 1 5 4213
83 10 1 1 0 1 1076
83 11 0 0 0 2 124
83 12 0 1 0 1 1576
83 13 0 0 0 2 727
83 14 0 1 1 4 1914
83 15 0 1 1 4 1329
84 1.5 0 0 0 2 727
84 1.5 0 0 0 2 4167
84 3 0 0 0 2 726
84 4.5 0 1 1 5 3032
84 4.5 1 1 1 5 4213
84 6.5 0 1 0 2 1336
84 6.5 1 0 0 2 2318
84 8 0 1 0 2 2800
84 9.5 0 0 0 2 124
84 9.5 1 1 0 1 338
84 11.5 1 1 0 1 1076
84 11.5 0 1 1 4 1914
84 13.5 0 1 1 4 1329
84 13.5 0 1 0 1 1576
84 15 0 1 0 1 1391
86 1 0 0 0 2 727
86 2.5 0 0 0 2 726
86 2.5 0 1 0 2 1336
86 4 0 0 0 2 4167
86 5 1 1 1 5 4213
86 6 0 1 1 4 1329
86 7 0 1 1 5 3032
86 8 1 0 0 2 2318
86 9 0 1 1 4 1914
86 10 0 1 0 2 2800
86 11 0 0 0 2 124
86 12 1 1 0 1 338
86 13 0 1 0 1 1576
86 14 1 1 0 1 1076
86 15 0 1 0 1 1391
91 1 0 1 1 5 1717
91 2 0 0 1 5 1337
91 3 1 1 1 1 4126
91 4 1 0 1 5 4121
91 5 0 1 0 4 140
91 6 1 1 1 1 4171
91 7 1 1 0 1 1246
91 8 1 0 0 1 558
91 9 1 1 0 1 649
91 10 0 0 0 1 190
91 11 1 0 0 1 2381
91 12 0 0 0 1 2053
91 13 1 0 0 1 703
91 14 0 1 0 1 4031
91 15 0 1 0 4 1510
92 1 1 0 1 5 4121
92 2 1 1 1 1 4171
92 3 0 0 1 5 1337
92 4 1 1 1 1 4126
92 5 0 0 0 1 190
92 6 0 0 0 1 2053
92 7 0 1 1 5 1717
92 8 1 0 0 1 2381
92 9 0 1 0 4 140
92 10 1 1 0 1 649
92 11 0 1 0 1 4031
92 12 1 0 0 1 558
92 13 1 1 0 1 1246
92 14 0 1 0 4 1510
92 15 1 0 0 1 703
93 1 0 0 1 5 1337
93 2 1 1 1 1 4126
93 4 0 0 0 1 2053
93 4 1 0 1 5 4121
93 4 1 1 1 1 4171
93 6.5 0 0 0 1 190
93 6.5 0 1 1 5 1717
93 8 0 1 0 4 1510
93 9 0 1 0 1 4031
93 10 1 1 0 1 1246
93 11 1 1 0 1 649
93 12 1 0 0 1 558
93 13 1 0 0 1 2381
93 14 0 1 0 4 140
93 15 1 0 0 1 703
94 1 0 0 1 5 1337
94 2 1 1 1 1 4171
94 3 0 1 0 4 140
94 4 1 0 0 1 2381
94 5 0 1 0 1 4031
94 6 1 1 0 1 1246
94 7 1 1 0 1 649
94 8 1 0 1 5 4121
94 9 1 1 1 1 4126
94 10 0 0 0 1 2053
94 11 0 1 0 4 1510
94 12 1 0 0 1 558
94 13 0 1 1 5 1717
94 14 0 0 0 1 190
94 15 1 0 0 1 703
95 1 1 1 1 1 4171
95 2 1 1 1 1 4126
95 3 1 0 1 5 4121
95 4 0 1 1 5 1717
95 5 0 0 1 5 1337
95 6 0 0 0 1 190
95 7 0 1 0 4 140
95 8 0 0 0 1 2053
95 9 1 1 0 1 649
95 10 0 1 0 1 4031
95 11 0 1 0 4 1510
95 12 1 0 0 1 558
95 13 1 1 0 1 1246
95 14 1 0 0 1 703
95 15 1 0 0 1 2381
102 1 0 1 0 2 1658
102 1 1 0 0 2 1974
102 1 0 1 0 3 3001
102 1 0 1 0 5 3048
102 2 0 1 0 1 2044
102 2 0 1 1 4 2241
102 3 1 0 0 1 694
102 4 1 1 0 2 2403
102 5 0 1 0 1 365
102 6 0 1 0 2 4207
102 7 1 0 1 5 160
102 8 0 1 0 1 1946
102 12 0 1 0 2 4153
102 14 0 1 0 1 1489
102 15 0 0 0 1 1638
103 1 1 0 0 2 1974
103 2 0 1 0 3 3001
103 3 1 0 1 5 160
103 4.5 0 1 0 5 3048
103 4.5 0 1 0 2 4207
103 6 0 1 0 1 365
103 7 0 1 0 1 2044
103 8 0 1 0 2 1658
103 9 0 1 0 1 1489
103 10.5 1 0 0 1 694
103 10.5 0 1 0 1 1946
103 12 1 1 0 2 2403
103 13 0 0 0 1 1638
103 14 0 1 0 2 4153
103 15 0 1 1 4 2241
104 1 0 1 0 5 3048
104 2 1 0 1 5 160
104 3 0 0 0 1 1638
104 4 0 1 1 4 2241
104 5 0 1 0 1 1489
104 6 0 1 0 2 4153
104 7 1 0 0 2 1974
104 8 0 1 0 1 365
104 9 0 1 0 2 4207
104 10 1 0 0 1 694
104 11 0 1 0 2 1658
104 12 0 1 0 3 3001
104 13 1 1 0 2 2403
104 14 0 1 0 1 1946
104 15 0 1 0 1 2044
105 1 0 1 1 4 2241
105 2 0 1 0 1 365
105 3 0 1 0 5 3048
105 4 0 1 0 2 4207
105 5 0 0 0 1 1638
105 6 1 0 1 5 160
105 7 1 0 0 1 694
105 8 0 1 0 3 3001
105 9 1 0 0 2 1974
105 10 1 1 0 2 2403
105 11 0 1 0 2 1658
105 12 0 1 0 1 1946
105 13 0 1 0 1 2044
105 14 0 1 0 1 1489
105 15 0 1 0 2 4153
106 1 1 0 1 5 160
106 2 0 1 0 5 3048
106 3.5 1 1 0 2 2403
106 3.5 0 1 0 2 4207
106 5 0 1 0 2 1658
106 6 0 1 0 1 2044
106 7 0 1 0 3 3001
106 8 0 1 1 4 2241
106 9 1 0 0 1 694
106 10 1 0 0 2 1974
106 11 0 0 0 1 1638
106 12 0 1 0 1 1946
106 13 0 1 0 1 365
106 14 0 1 0 1 1489
106 15 0 1 0 2 4153
;

/*
----------------
PTSD Data Set
----------------

 Data described in Chapter 8 of P.D. Allison, "Logistic Regression
 Using the SAS System: Theory and Application."                 */

data ptsd;
input subjid ptsd control problems sevent cohes time;
datalines;
15 0 3.2222222222 5.625 1 8 1
15 0 3.1666666667 5.375 0 8 2
15 0 3.2777777778 3.75 1 8 3
18 1 2.5555555556 9.25 0 8 1
18 0 3.4444444444 4.375 0 8 2
18 0 3.3333333333 2.375 0 8 3
19 1 2.7222222222 7.75 1 7 1
19 1 2.7777777778 7.75 1 7 2
19 0 2.7777777778 7.5 1 7 3
23 0 3.3888888889 7.75 0 8 1
23 1 3.2777777778 7.25 1 8 2
23 0 3.3333333333 6.25 0 8 3
24 0 3.1666666667 6.875 0 9 1
24 0 3.8888888889 6.875 0 9 2
24 0 3.9444444444 4.375 0 9 3
29 1 3.2777777778 6.125 1 8 1
29 0 3.3333333333 5.875 0 8 2
29 0 3.9444444444 2.125 1 8 3
30 0 3.3333333333 5.5 0 9 1
30 0 3.6666666667 4.375 0 9 2
30 0 3.3888888889 3.75 0 9 3
31 0 2.8888888889 6 1 8 1
31 1 3.1111111111 7.125 2 8 2
31 0 3.2222222222 5.875 1 8 3
32 0 3.3333333333 5.5 1 8 1
32 0 3.6111111111 4.25 0 8 2
32 0 3.9444444444 3.375 0 8 3
33 0 3.6666666667 4.5 0 9 1
33 0 3.6111111111 2.875 1 9 2
33 0 3.9444444444 2.875 0 9 3
34 0 3.0555555556 6.5 1 9 1
34 0 3.5 4.625 3 9 2
34 0 2.6111111111 5.25 0 9 3
41 0 3.8888888889 3.625 1 7 1
41 0 4 1.625 0 7 2
41 0 4 1 0 7 3
43 0 3.7222222222 3.875 1 8 1
43 0 3.8333333333 2.5 0 8 2
43 0 3.6666666667 1.75 0 8 3
44 0 3.2222222222 7.75 0 9 1
44 0 3.4444444444 7.5 0 9 2
44 1 3.2777777778 5.875 0 9 3
45 0 3.4444444444 6.125 0 9 1
45 0 3.0555555556 5.75 0 9 2
45 0 3.3888888889 5.5 0 9 3
47 1 2.4444444444 7.25 1 6 1
47 0 2.2777777778 6.375 0 6 2
47 0 3.0555555556 4.25 3 6 3
48 0 3.7222222222 4.875 0 6 1
48 0 3.7777777778 5.5 2 6 2
48 1 3.3333333333 6.625 1 6 3
49 0 3.2777777778 4 0 7 1
49 0 3.7222222222 3.375 0 7 2
49 0 3.9444444444 1.25 0 7 3
50 1 2.8888888889 5.25 0 6 1
50 0 3.5555555556 4 0 6 2
50 0 3.2222222222 2.25 0 6 3
51 1 2.7222222222 5.375 0 6 1
51 0 2.5 2.75 2 6 2
51 1 2.8888888889 3.125 1 6 3
52 0 3.5555555556 4.5 0 3 1
52 0 3.7777777778 4.375 2 3 2
52 0 3.6666666667 3.5 1 3 3
53 0 3.1666666667 7.625 3 8 1
53 0 2.9444444444 8.875 0 8 2
53 0 3.0555555556 7.75 1 8 3
55 0 3.4444444444 8 1 7 1
55 1 3.6666666667 6.125 0 7 2
55 0 3.2777777778 7.25 1 7 3
56 0 3.2777777778 6.25 1 8 1
56 0 3.3888888889 7.5 0 8 2
56 0 3.8888888889 2.125 1 8 3
57 1 2.9444444444 8.625 2 4 1
57 0 3.8888888889 7.625 1 4 2
57 0 3.8888888889 1.25 0 4 3
58 1 3.6666666667 8.25 3 1 1
58 1 3.6666666667 4.5 2 1 2
58 0 4 2.375 1 1 3
59 0 3.2777777778 3.625 1 8 1
59 0 3.4444444444 6.125 1 8 2
59 0 3.5555555556 7.375 0 8 3
61 1 3.6666666667 5.875 2 7 1
61 0 3.3333333333 1.75 1 7 2
61 1 3.2222222222 1.75 0 7 3
62 0 3.6666666667 7.25 1 9 1
62 0 3.6666666667 7.5 3 9 2
62 0 3.6111111111 5.875 2 9 3
64 0 3.2222222222 6.75 0 8 1
64 0 2.8333333333 6.375 0 8 2
64 0 2.8888888889 6.625 2 8 3
66 1 3.2222222222 8.125 2 7 1
66 1 3.4444444444 7.75 2 7 2
66 1 3.3333333333 7.375 1 7 3
67 1 3.0555555556 7 0 7 1
67 0 3.1666666667 7 1 7 2
67 0 3.5555555556 5.375 0 7 3
69 1 2.9444444444 7.125 1 3 1
69 0 3.0555555556 6.5 0 3 2
69 0 3.2777777778 5.25 0 3 3
71 1 2.9444444444 7.375 0 5 1
71 0 3.2222222222 6.625 0 5 2
71 0 3.2222222222 2.875 0 5 3
73 0 2.8333333333 8.5 0 8 1
73 1 3 8.625 3 8 2
73 1 3.5555555556 7 2 8 3
74 0 3.5 6.875 0 8 1
74 0 3.7222222222 1.875 1 8 2
74 0 3.8888888889 1 1 8 3
75 0 3.5555555556 7.125 1 8 1
75 0 3.7222222222 7.125 1 8 2
75 0 2.6111111111 9 2 8 3
76 0 2.8333333333 8.375 0 1 1
76 0 3.4444444444 6.625 0 1 2
76 0 3.7777777778 6.5 0 1 3
78 0 3.4444444444 7.125 1 8 1
78 0 3.5 4.5 0 8 2
78 1 3.5555555556 3.5 2 8 3
79 0 3.6111111111 5.125 0 7 1
79 0 3.7222222222 3.5 0 7 2
79 0 3.8888888889 1.375 1 7 3
80 1 2.8888888889 7.5 1 7 1
80 1 3 4.75 3 7 2
80 1 3.2222222222 6 1 7 3
81 1 2.6111111111 4.375 0 8 1
81 0 4 2.5 1 8 2
81 0 3.9444444444 4.5 0 8 3
82 1 2 8.875 0 7 1
82 0 3.1111111111 7.75 1 7 2
82 0 2.8333333333 7.25 0 7 3
84 0 3.3333333333 5.625 1 7 1
84 0 4 1.5 1 7 2
84 0 4 1.625 0 7 3
87 1 3.7777777778 6.625 1 7 1
87 0 3.3333333333 1.625 0 7 2
87 1 4 4.625 1 7 3
89 1 3.2222222222 6.25 2 7 1
89 0 3.2222222222 8.375 1 7 2
89 1 3.6111111111 6.625 3 7 3
90 0 3.6111111111 4.875 2 6 1
90 0 3.2777777778 1.875 1 6 2
90 0 3.8333333333 1.5 0 6 3
92 0 3.8888888889 2 0 8 1
92 0 4 1.625 0 8 2
92 0 4 1 0 8 3
94 0 3.0555555556 7.25 0 8 1
94 0 2.9444444444 6.125 1 8 2
94 0 3.6111111111 3.75 0 8 3
95 0 3.8333333333 1.5 0 6 1
95 1 3.9444444444 3.75 0 6 2
95 0 3.6666666667 1 0 6 3
99 0 3.8888888889 4.75 0 7 1
99 0 3.8333333333 3.25 0 7 2
99 0 3.7777777778 1 0 7 3
100 1 3 8.5 3 5 1
100 1 2.9444444444 4.375 1 5 2
100 0 3.3888888889 5.25 3 5 3
102 0 3.2222222222 7.125 0 9 1
102 0 3.5 1.75 0 9 2
102 0 2.7777777778 3.25 0 9 3
103 0 2.9444444444 6.75 0 9 1
103 0 2.7777777778 6.125 0 9 2
103 0 3.1111111111 5.625 0 9 3
104 0 3.8333333333 4.625 0 7 1
104 0 3.4444444444 2.375 0 7 2
104 0 3.7777777778 1 0 7 3
105 0 3.5555555556 7.25 2 7 1
105 1 3.1111111111 7.5 0 7 2
105 0 3.6666666667 7.25 0 7 3
106 1 3.0555555556 6.25 1 2 1
106 1 2.8333333333 4.5 0 2 2
106 1 2.8888888889 5.875 0 2 3
108 1 2.8333333333 5.25 0 7 1
108 0 3.5 3.875 1 7 2
108 0 3.7222222222 3.25 1 7 3
112 0 3.5555555556 3.75 3 8 1
112 0 3.3333333333 4 2 8 2
112 0 3.3333333333 1.875 2 8 3
115 1 2.8333333333 7.25 0 3 1
115 0 3 4.375 0 3 2
115 0 3.0555555556 6.125 1 3 3
118 1 3.6666666667 2.375 2 9 1
118 0 3.7777777778 1.75 0 9 2
118 0 3.8888888889 1.5 0 9 3
120 1 2.5555555556 6.625 1 6 1
120 1 2.8333333333 5 1 6 2
120 0 3 4.5 1 6 3
122 0 3.3333333333 5.25 1 5 1
122 1 3.9444444444 2.25 1 5 2
122 0 3.7777777778 1.625 0 5 3
123 1 3.6111111111 7.625 1 6 1
123 1 3.8333333333 6.5 0 6 2
123 0 3.7222222222 2.125 2 6 3
124 1 3 8.625 0 5 1
124 1 3.2777777778 8.5 2 5 2
124 0 2.7777777778 5.75 2 5 3
126 0 3.2777777778 5.625 0 9 1
126 1 3.1666666667 5.75 0 9 2
126 1 3.6111111111 2.875 1 9 3
127 1 2.9444444444 7.75 3 4 1
127 1 3.1666666667 7.75 4 4 2
127 1 3.4444444444 7.75 4 4 3
129 0 3.0555555556 6.25 1 9 1
129 0 3.0555555556 5.5 0 9 2
129 0 3.4444444444 5.125 0 9 3
130 0 3.6666666667 6.875 1 9 1
130 1 3.4444444444 5.25 1 9 2
130 0 3.1111111111 4.25 0 9 3
133 0 3.0555555556 4.875 0 9 1
133 0 3.7777777778 3.5 1 9 2
133 0 2.8888888889 2.25 2 9 3
138 1 2.8333333333 7.625 0 8 1
138 1 3.1111111111 6.125 2 8 2
138 1 3.2222222222 4.25 0 8 3
139 0 3.5 6.75 1 3 1
139 0 3.6111111111 6 0 3 2
139 0 3.8888888889 5.375 0 3 3
141 1 2.4444444444 5.5 0 2 1
141 1 2.9444444444 6.375 0 2 2
141 0 2.3333333333 6.375 1 2 3
142 0 3.3888888889 2.625 1 9 1
142 0 3.7222222222 2.5 0 9 2
142 0 3.6666666667 2.5 0 9 3
143 0 3.6666666667 6.75 2 5 1
143 0 3.5555555556 4.75 0 5 2
143 0 3.9444444444 1.5 0 5 3
145 0 3.5 7.625 1 9 1
145 1 3.3333333333 7.375 0 9 2
145 0 2.9444444444 6.375 0 9 3
146 0 3.8888888889 4.75 1 8 1
146 0 4 2.875 0 8 2
146 0 3.9444444444 3.75 0 8 3
148 0 3.8888888889 5.5 0 9 1
148 0 3.7777777778 2.75 0 9 2
148 0 3.5 2.875 1 9 3
149 0 3.6666666667 6 0 8 1
149 0 3.2222222222 3 0 8 2
149 0 3.3333333333 1.125 0 8 3
150 1 2.4444444444 7.25 0 1 1
150 0 3.3888888889 7 2 1 2
150 0 3.3888888889 4.25 1 1 3
151 0 3.6111111111 5 0 9 1
151 0 3.7777777778 3 0 9 2
151 0 3.9444444444 5.375 0 9 3
155 1 2.8333333333 6.375 0 2 1
155 1 2.8888888889 7 0 2 2
155 1 3 6.375 0 2 3
156 1 3.1111111111 4.25 0 6 1
156 1 2.8888888889 3.75 1 6 2
156 0 3.6111111111 2.25 0 6 3
157 1 2.6111111111 6.625 0 8 1
157 0 3.1666666667 7.5 1 8 2
157 0 3.0555555556 5.5 0 8 3
160 1 3.6111111111 4.875 0 7 1
160 0 3.6666666667 2.75 1 7 2
160 0 3.2222222222 2.875 1 7 3
161 0 3.4444444444 6.125 0 7 1
161 1 3.4444444444 5.5 1 7 2
161 1 3.3888888889 5.375 2 7 3
162 1 2.4444444444 6.125 0 4 1
162 0 2.8333333333 4.5 0 4 2
162 0 3.3888888889 2.5 1 4 3
163 0 2.7777777778 5.5 0 9 1
163 0 3.7777777778 4.375 1 9 2
163 0 2.5555555556 1.375 0 9 3
164 0 3.6111111111 5.25 0 8 1
164 0 3.2222222222 5 0 8 2
164 0 3.6111111111 2.875 0 8 3
165 0 3.8333333333 3.25 1 8 1
165 0 4 1.125 2 8 2
165 0 3.6666666667 1.75 1 8 3
166 0 3.5 7.75 0 9 1
166 0 3.5555555556 5 1 9 2
166 0 3.7777777778 7.5 1 9 3
168 1 2.7777777778 7.75 0 8 1
168 0 2.8333333333 6.75 2 8 2
168 1 2.1666666667 6.875 1 8 3
174 0 2.6111111111 6.875 3 3 1
174 1 3.2222222222 5.875 1 3 2
174 0 3.2777777778 5.75 1 3 3
175 0 3.5 6.375 3 8 1
175 0 3.6666666667 1.125 0 8 2
175 0 3.7222222222 1.75 0 8 3
177 0 3.8333333333 7.75 0 8 1
177 0 2.9444444444 7.125 2 8 2
177 1 2.5555555556 7.125 2 8 3
178 1 2.4444444444 6.5 2 5 1
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488 0 3.6666666667 1.75 2 6 3
490 0 3.5555555556 7.375 1 9 1
490 0 3.7222222222 1.625 1 9 2
490 0 3.7777777778 1 0 9 3
491 0 3.1111111111 5.75 0 9 1
491 0 3.8888888889 6.5 1 9 2
491 0 3.3888888889 2.625 0 9 3
492 0 3.2777777778 7.375 0 7 1
492 1 3.6111111111 6.375 0 7 2
492 0 3.7222222222 2.875 1 7 3
493 0 3.3333333333 6.875 1 9 1
493 0 3.4444444444 7 0 9 2
493 0 3.7777777778 5 0 9 3
495 0 3.3333333333 6.75 0 7 1
495 0 3.3333333333 7.125 1 7 2
495 0 3.2777777778 6.25 0 7 3
496 1 1.8333333333 6.75 2 6 1
496 1 2.5 6.75 0 6 2
496 0 3.6666666667 6.875 0 6 3
497 0 3.8333333333 1.25 1 9 1
497 0 3.8888888889 1.375 0 9 2
497 0 4 1 2 9 3
499 1 3.0555555556 6.75 0 5 1
499 0 3.3333333333 6.625 1 5 2
499 1 3.6666666667 5.75 0 5 3
505 1 3.3888888889 7 0 9 1
505 0 3.5 6.125 0 9 2
505 0 3.0555555556 3.5 0 9 3
506 0 3.7222222222 4.75 1 9 1
506 0 3.3333333333 2 1 9 2
506 0 3.5555555556 4.125 2 9 3
510 0 2.9444444444 4.875 3 7 1
510 1 2.7777777778 6.5 3 7 2
510 1 3.3888888889 3.875 2 7 3
514 1 3.0555555556 4.875 1 6 1
514 0 3.4444444444 1.375 1 6 2
514 0 2.9444444444 1.75 3 6 3
518 0 3.3333333333 8 0 5 1
518 1 3.5555555556 7 0 5 2
518 0 3.3888888889 6.375 0 5 3
520 0 4 2.25 0 9 1
520 0 4 2.25 0 9 2
520 0 4 3.125 1 9 3
522 1 3.1111111111 7.125 5 3 1
522 0 3.2777777778 6.625 0 3 2
522 0 2.7222222222 5.75 1 3 3
523 1 2.9444444444 6.75 0 2 1
523 0 3.3333333333 7 1 2 2
523 0 3.3333333333 5.25 0 2 3
529 1 2.5555555556 7.75 2 4 1
529 1 2.7222222222 7.375 0 4 2
529 1 3.3888888889 7.75 1 4 3
531 0 3.8888888889 4.125 0 7 1
531 0 4 3.25 1 7 2
531 0 3.7777777778 2.25 1 7 3
532 0 3.7777777778 5.875 0 9 1
532 0 4 5.375 0 9 2
532 0 4 3.125 0 9 3
536 1 2.4444444444 6.875 0 6 1
536 0 2.5555555556 5.875 0 6 2
536 1 3.5555555556 7.25 0 6 3
538 0 3.6111111111 6.5 0 8 1
538 0 3.1111111111 4.375 0 8 2
538 0 3.3888888889 4.125 0 8 3
539 0 2.3888888889 7.875 1 7 1
539 0 2.8888888889 6.75 0 7 2
539 0 3.0555555556 6.5 2 7 3
545 1 3.3333333333 7.5 0 9 1
545 1 4 5.125 0 9 2
545 1 2.8333333333 6.125 1 9 3
551 0 2.9444444444 6.125 0 9 1
551 0 3.2222222222 7.125 0 9 2
551 0 3.3888888889 2.625 0 9 3
554 0 2.7777777778 9.75 1 7 1
554 1 3.6666666667 8.75 0 7 2
554 1 3.2222222222 9.25 2 7 3
557 1 2.4444444444 7.75 0 9 1
557 1 3.0555555556 7.75 0 9 2
557 0 2.7222222222 6.375 2 9 3
558 1 3.3888888889 7.75 2 8 1
558 0 3.6111111111 7.25 1 8 2
558 0 3.6111111111 2.625 0 8 3
559 0 3.1111111111 5.125 0 8 1
559 0 3.2222222222 5.625 0 8 2
559 1 3.0555555556 6.75 5 8 3
561 0 3.6111111111 6.5 0 9 1
561 0 4 7.125 0 9 2
561 0 3.7777777778 6.625 0 9 3
562 1 3.3888888889 9.25 0 9 1
562 1 3.7222222222 6.625 0 9 2
562 1 3.9444444444 4.125 1 9 3
564 0 3.1111111111 8.875 0 7 1
564 0 3.2777777778 7.125 1 7 2
564 0 3.7222222222 6.375 0 7 3
565 0 3.1111111111 4.5 0 6 1
565 0 3.3333333333 3.25 1 6 2
565 0 3.0555555556 1.875 0 6 3
566 1 2.8333333333 5.875 1 5 1
566 0 3.2777777778 5 0 5 2
566 0 3.2222222222 5.25 1 5 3
567 0 3.7777777778 5 0 8 1
567 0 3.7777777778 3.625 1 8 2
567 0 3.5555555556 2.5 1 8 3
568 1 3.3888888889 7 3 5 1
568 1 3.4444444444 3.125 1 5 2
568 1 3.1666666667 6.875 5 5 3
569 1 3.8888888889 7.5 2 9 1
569 0 3.9444444444 7.75 0 9 2
569 0 3.5 7.5 2 9 3
570 0 3.7222222222 2.75 0 7 1
570 0 3.8888888889 2.25 0 7 2
570 0 3.6666666667 1.25 0 7 3
571 0 3.5555555556 3 0 7 1
571 0 2.9444444444 1.875 0 7 2
571 0 3.5 2.75 0 7 3
;

/*
-----------------
POSTDOC Data Set
-----------------

 Data described in Chapter 8 of P.D. Allison, "Logistic Regression
 Using the SAS System: Theory and Application."                 */

data postdoc;
input pdoc age mar doc und ag arts cits docid;
datalines;
0 29 1 362 7 0 1 2 1402
1 32 1 210 6 0 1 4 1250
1 26 1 359 6 0 0 1 1399
0 25 1 181 3 0 0 1 1221
1 30 1 429 7 0 0 1 1469
1 28 1 359 6 0 1 0 1399
1 30 1 210 4 0 0 0 1250
1 40 1 347 4 0 0 0 1387
0 30 1 210 5 0 1 2 1250
1 28 1 359 7 0 5 32 1399
0 29 1 447 4 0 0 0 1487
1 28 1 276 5 0 1 0 1316
0 41 1 261 3 0 0 0 1301
1 27 1 226 7 0 0 1 1266
1 35 1 359 6 0 0 1 1399
1 30 0 341 5 0 7 16 1381
0 28 0 226 1 0 1 1 1266
1 28 1 429 4 0 3 3 1469
0 27 0 359 3 0 0 0 1399
1 27 0 205 4 0 0 0 1245
1 27 0 276 5 0 0 0 1316
0 37 1 347 7 0 1 2 1387
1 26 1 210 7 0 1 4 1250
0 34 1 236 5 0 0 1 1276
0 35 0 359 5 0 0 1 1399
1 31 0 341 7 0 3 7 1381
1 27 0 214 6 0 0 0 1254
1 37 1 250 5 0 2 2 1290
1 26 1 261 7 0 2 7 1301
0 27 1 181 5 0 0 1 1221
1 27 1 226 4 0 0 0 1266
1 27 1 362 6 0 0 1 1402
1 30 1 347 4 0 1 2 1387
0 30 1 359 9 0 0 1 1399
0 25 0 181 3 0 1 5 1221
1 29 1 429 5 0 0 1 1469
0 25 1 210 5 0 0 1 1250
0 29 1 215 6 0 0 0 1255
0 41 1 226 4 0 0 1 1266
1 31 1 359 5 0 0 1 1399
1 29 1 341 7 0 0 0 1381
1 26 0 359 4 0 1 1 1399
0 34 1 362 4 0 3 0 1402
1 31 1 210 5 0 0 0 1250
0 29 1 226 6 0 1 0 1266
1 26 1 276 4 0 2 0 1316
0 32 1 261 4 0 0 1 1301
1 27 1 347 6 0 0 0 1387
0 36 1 276 5 0 0 0 1316
0 25 0 210 7 0 0 1 1250
1 29 1 462 7 0 1 22 1502
1 30 1 454 6 0 1 0 1494
1 33 1 252 6 0 0 0 1292
1 27 1 454 7 0 2 1 1494
0 26 1 254 6 0 0 0 1294
0 35 1 198 5 0 1 0 1238
1 32 1 454 4 0 0 1 1494
0 28 0 336 6 0 0 0 1376
1 27 0 340 8 0 0 0 1380
0 37 1 186 3 0 1 16 1226
1 28 1 462 8 0 0 1 1502
0 26 1 414 7 0 1 0 1454
1 25 1 414 7 0 1 7 1454
1 30 1 283 7 0 2 7 1323
0 26 1 255 5 0 1 0 1295
1 27 1 462 7 0 1 37 1502
0 34 1 200 3 0 0 1 1240
0 33 1 198 5 0 0 0 1238
1 28 1 0 2 0 1 1 1040
0 35 1 286 5 0 0 0 1326
1 28 1 354 6 0 2 27 1394
0 28 0 340 8 0 0 0 1380
1 27 1 462 4 0 0 0 1502
0 31 1 283 3 0 2 27 1323
0 27 1 254 4 0 0 1 1294
1 27 0 287 6 0 1 2 1327
0 36 0 186 4 0 1 0 1226
0 27 1 392 3 0 1 2 1432
0 36 1 369 7 0 1 20 1409
0 28 1 336 7 0 2 1 1376
0 31 1 286 4 0 3 8 1326
0 42 0 454 6 0 0 0 1494
1 27 1 462 7 0 0 1 1502
1 25 0 340 6 0 0 1 1380
0 38 0 283 6 0 1 5 1323
1 25 1 258 7 0 4 2 1298
0 26 1 425 7 0 2 5 1465
0 36 1 369 6 0 2 9 1409
0 33 1 340 4 0 0 1 1380
1 29 1 454 7 0 0 1 1494
1 26 0 287 6 0 2 1 1327
0 29 1 258 7 0 0 1 1298
0 25 0 425 7 0 1 4 1465
1 28 1 392 7 0 0 0 1432
1 27 1 336 4 0 1 5 1376
1 31 1 232 4 0 0 0 1272
0 25 1 454 5 0 0 0 1494
1 31 1 336 5 0 0 0 1376
1 29 1 392 4 0 0 1 1432
1 25 0 392 7 0 0 1 1432
0 25 0 336 7 0 1 10 1376
1 31 0 178 6 0 0 1 1218
1 31 1 354 6 0 1 0 1394
1 25 0 392 6 0 0 1 1432
0 29 1 232 5 0 1 2 1272
0 39 0 309 4 0 1 0 1349
1 24 1 258 3 0 0 1 1298
1 27 0 340 5 0 3 5 1380
1 29 1 287 5 0 2 2 1327
0 29 1 462 7 0 2 9 1502
0 32 1 186 4 0 2 16 1226
1 32 1 122 3 0 0 1 1162
1 27 1 251 5 0 3 5 1291
1 30 1 251 3 0 3 7 1291
0 36 1 369 7 0 1 5 1409
0 27 1 178 7 0 1 1 1218
1 41 1 462 5 0 2 25 1502
1 29 1 122 4 0 1 0 1162
1 28 0 369 5 0 3 10 1409
0 33 0 212 5 0 0 1 1252
0 33 1 252 4 0 2 1 1292
0 33 1 232 5 0 0 1 1272
0 31 1 340 5 0 0 1 1380
1 29 1 462 7 0 1 2 1502
1 26 1 354 7 0 1 2 1394
0 30 1 198 4 0 0 0 1238
0 29 1 340 5 0 0 1 1380
1 28 0 392 3 0 0 0 1432
1 32 1 454 6 0 2 14 1494
1 29 0 454 6 0 2 7 1494
1 28 1 198 4 0 0 0 1238
1 26 1 454 4 0 1 0 1494
1 25 0 354 6 0 3 6 1394
0 36 1 392 7 0 0 1 1432
1 27 1 462 7 0 1 1 1502
1 26 1 392 1 0 3 5 1432
1 35 1 232 4 0 0 0 1272
0 31 1 286 5 0 1 5 1326
1 27 1 195 6 0 1 5 1235
1 30 0 392 8 0 0 1 1432
0 30 0 287 7 0 1 3 1327
1 32 1 369 5 0 2 10 1409
1 33 1 369 7 0 0 0 1409
0 32 1 195 4 0 1 1 1235
1 25 0 336 7 0 3 5 1376
0 27 1 232 4 0 0 1 1272
1 28 1 369 6 0 2 2 1409
1 32 1 321 6 0 0 1 1361
1 26 1 336 7 0 0 1 1376
0 33 1 232 5 0 1 3 1272
0 31 1 212 3 0 0 0 1252
1 35 1 454 4 0 0 1 1494
1 34 1 232 5 0 0 1 1272
1 33 1 254 5 0 3 5 1294
0 33 1 286 5 0 0 0 1326
0 28 1 347 3 0 0 0 1387
1 26 1 462 3 0 0 1 1502
1 32 1 287 3 0 3 12 1327
1 31 1 232 3 0 0 0 1272
0 26 1 186 6 0 5 7 1226
1 27 1 195 5 0 1 0 1235
0 42 1 232 5 0 0 1 1272
0 33 1 425 5 0 1 5 1465
1 26 0 197 4 0 2 1 1237
0 25 1 186 8 0 15 74 1226
1 34 1 369 5 0 0 0 1409
1 30 1 454 5 0 0 0 1494
1 31 1 354 5 0 1 4 1394
1 28 1 454 8 0 0 0 1494
1 29 1 336 5 0 0 0 1376
0 31 1 256 4 0 1 20 1296
1 27 1 163 5 0 1 2 1203
1 34 1 163 4 0 1 0 1203
1 28 0 296 4 0 0 1 1336
1 31 1 454 6 0 1 2 1494
0 27 1 221 0 0 0 1 1261
0 31 0 0 5 0 2 15 1040
1 37 1 454 2 0 1 1 1494
0 33 1 221 6 0 0 1 1261
0 29 1 221 6 0 0 0 1261
0 33 0 454 6 0 0 1 1494
1 30 1 454 6 0 0 0 1494
0 28 1 221 6 0 3 12 1261
0 41 1 221 7 0 0 0 1261
0 30 1 454 6 0 2 3 1494
1 27 0 454 6 0 4 4 1494
1 30 1 176 3 0 1 0 1216
1 28 0 391 7 0 0 7 1431
1 37 1 348 7 0 0 1 1388
0 41 1 189 0 0 0 0 1229
1 29 1 373 6 0 0 1 1413
1 31 1 168 7 0 0 1 1208
1 32 1 296 4 0 2 10 1336
0 30 1 0 7 0 0 0 1040
0 26 1 213 5 0 0 1 1253
1 28 1 0 5 0 0 1 1040
1 28 1 286 5 0 0 1 1326
0 28 1 237 7 0 0 1 1277
0 33 1 449 4 0 1 0 1489
0 28 1 391 8 0 3 23 1431
0 27 1 237 4 0 1 1 1277
0 27 0 436 4 0 0 1 1476
1 30 1 183 4 0 0 3 1223
0 33 0 237 5 0 0 1 1277
1 39 1 183 7 0 2 11 1223
0 26 1 391 7 0 4 23 1431
1 35 1 0 7 0 0 0 1040
0 27 1 183 0 0 0 1 1223
0 29 1 237 5 0 0 1 1277
0 28 1 237 5 0 0 1 1277
1 30 1 335 4 0 0 1 1375
0 29 1 348 5 0 4 7 1388
0 28 1 366 6 0 0 2 1406
1 26 1 346 6 0 0 1 1386
1 26 1 349 7 0 0 1 1389
0 28 1 449 7 0 0 1 1489
1 32 1 130 4 0 0 4 1170
0 30 1 449 4 0 7 15 1489
1 29 1 173 4 0 0 2 1213
1 28 0 335 4 0 0 1 1375
0 26 1 183 5 0 0 0 1223
0 41 1 0 4 0 0 0 1040
1 29 1 449 7 0 1 3 1489
1 28 1 373 5 0 1 10 1413
1 27 1 166 9 0 0 1 1206
0 26 1 237 5 0 0 1 1277
0 31 1 206 7 0 0 1 1246
0 27 1 249 4 0 1 12 1289
1 26 1 449 7 0 0 1 1489
1 36 0 346 7 0 1 7 1386
0 29 1 180 3 0 0 0 1220
1 30 1 286 4 0 0 0 1326
0 33 1 348 8 0 3 20 1388
1 29 1 189 8 0 1 0 1229
1 32 1 286 5 0 0 1 1326
1 0 1 335 5 0 1 10 1375
1 25 1 373 7 0 0 1 1413
0 27 1 373 3 0 0 0 1413
0 26 0 373 7 0 0 1 1413
1 31 1 166 1 0 0 1 1206
1 30 1 166 3 0 0 0 1206
1 27 1 373 7 0 0 1 1413
1 27 1 206 6 0 0 0 1246
0 36 1 307 3 0 0 4 1347
0 31 1 391 4 0 0 0 1431
0 31 1 168 8 0 0 1 1208
0 27 1 286 8 0 0 1 1326
0 28 1 286 2 0 1 3 1326
1 27 0 436 2 0 0 1 1476
0 27 1 286 5 0 0 1 1326
1 26 1 335 4 0 1 0 1375
1 28 1 296 6 0 0 0 1336
0 32 1 215 5 0 0 0 1255
0 30 0 183 5 0 0 1 1223
0 0 1 176 5 0 0 4 1216
0 45 1 0 5 0 0 1 1040
1 31 1 0 5 0 1 11 1040
1 0 1 349 4 0 0 3 1389
0 28 1 237 5 0 0 1 1277
0 37 1 189 4 0 0 0 1229
1 30 1 189 5 0 0 0 1229
1 28 1 449 7 0 0 1 1489
0 23 1 214 6 0 0 0 1254
1 27 1 213 5 0 0 1 1253
1 26 1 335 7 0 0 3 1375
0 34 1 307 1 0 0 3 1347
0 33 1 449 7 0 2 8 1489
1 28 1 168 5 0 0 1 1208
0 33 1 286 1 0 1 1 1326
1 26 1 449 5 0 1 1 1489
0 27 1 286 5 0 0 1 1326
1 29 0 477 6 0 2 3 1517
0 30 1 260 3 0 1 1 1300
1 26 1 202 4 0 0 2 1242
0 32 1 196 7 0 1 1 1236
1 28 1 238 5 0 0 1 1278
1 33 1 477 5 0 0 0 1517
1 27 0 429 7 0 0 0 1469
1 28 1 260 4 0 0 1 1300
1 29 1 229 7 0 0 1 1269
1 26 1 322 5 0 2 11 1362
1 32 1 466 6 0 1 7 1506
0 37 1 196 6 0 2 7 1236
1 35 1 229 5 0 0 1 1269
0 33 1 256 5 0 0 1 1296
1 34 1 188 4 0 0 3 1228
0 27 0 429 6 0 0 0 1469
1 33 1 413 5 0 3 32 1453
1 31 1 477 7 0 2 1 1517
1 28 1 334 6 0 0 1 1374
1 27 0 477 7 0 0 3 1517
0 27 1 344 5 0 0 0 1384
1 29 0 334 7 0 2 0 1374
1 28 1 379 6 0 0 3 1419
1 26 1 250 3 0 0 0 1290
0 42 1 238 5 0 0 1 1278
0 31 1 238 5 0 0 0 1278
1 33 1 94 6 0 0 1 1134
1 29 1 466 5 0 0 1 1506
0 30 1 466 3 0 0 1 1506
1 37 0 250 2 0 0 0 1290
1 28 1 360 5 0 0 0 1400
1 31 1 313 4 0 0 1 1353
1 36 1 466 4 0 3 16 1506
1 28 1 254 7 0 0 1 1294
1 26 0 379 5 0 1 3 1419
1 27 1 256 9 0 0 0 1296
1 36 1 334 9 0 0 1 1374
0 29 1 173 5 0 11 33 1213
0 27 1 293 5 0 0 1 1333
1 26 1 477 7 0 0 0 1517
1 27 1 413 7 0 3 57 1453
1 30 1 293 7 0 3 8 1333
0 29 1 188 5 0 0 0 1228
1 32 1 317 4 0 1 3 1357
1 28 1 360 7 0 0 1 1400
0 31 1 466 7 0 0 1 1506
0 28 1 173 5 0 6 37 1213
1 32 1 380 7 0 0 1 1420
1 29 1 250 3 0 0 1 1290
1 26 1 229 6 0 0 1 1269
0 27 1 334 7 0 3 37 1374
0 30 1 196 6 0 0 0 1236
0 39 1 140 1 0 0 1 1180
1 33 1 229 5 0 0 1 1269
0 28 1 429 4 0 0 0 1469
1 26 0 293 5 0 6 20 1333
1 29 0 291 5 0 2 0 1331
1 27 1 322 5 0 2 11 1362
0 47 1 140 3 0 0 0 1180
0 45 1 477 7 0 6 3 1517
1 26 0 466 4 0 0 0 1506
1 27 0 466 8 0 3 11 1506
1 28 1 256 4 0 0 3 1296
1 32 1 274 4 0 0 1 1314
0 37 1 132 4 0 0 1 1172
0 29 1 229 4 0 0 0 1269
1 33 1 389 5 0 0 1 1429
0 30 1 466 5 0 1 2 1506
0 36 1 140 5 0 0 0 1180
0 37 1 334 7 0 2 17 1374
1 28 1 202 4 0 0 1 1242
1 26 1 282 3 0 3 7 1322
1 29 1 173 1 0 2 5 1213
1 27 1 0 5 0 2 8 1040
1 32 1 477 4 0 0 0 1517
0 35 1 172 4 0 0 1 1212
1 30 1 466 4 0 0 32 1506
0 28 1 254 7 0 0 0 1294
1 26 0 344 7 0 0 3 1384
0 27 1 188 6 0 5 4 1228
1 26 0 360 4 0 0 1 1400
0 33 1 174 3 0 0 0 1214
1 31 1 334 8 0 0 7 1374
0 32 1 282 4 0 3 7 1322
0 29 1 254 8 0 0 0 1294
1 29 1 466 4 0 0 0 1506
1 27 1 379 5 0 1 0 1419
1 27 1 413 7 0 0 0 1453
1 28 1 250 3 0 0 1 1290
1 31 1 173 5 0 0 3 1213
1 33 1 477 7 0 0 0 1517
0 37 1 256 4 0 1 0 1296
1 30 1 256 3 0 0 1 1296
1 27 0 429 7 1 3 9 1469
0 26 1 429 5 1 2 15 1469
1 30 1 429 4 1 4 5 1469
0 25 1 429 4 1 10 30 1469
1 29 0 429 7 1 1 1 1469
1 26 1 429 6 1 0 0 1469
1 30 1 429 5 1 2 0 1469
0 25 1 210 4 1 0 1 1250
0 32 1 429 8 1 4 5 1469
0 27 1 429 5 1 0 0 1469
0 28 1 125 3 1 2 0 1165
0 33 1 429 5 1 2 0 1469
0 27 1 429 5 1 2 7 1469
1 25 1 319 5 1 0 0 1359
0 26 1 319 5 1 0 1 1359
1 36 1 429 5 1 2 5 1469
0 26 1 429 3 1 1 1 1469
0 32 1 210 5 1 0 1 1250
1 24 1 429 4 1 2 2 1469
0 29 1 276 5 1 0 0 1316
1 27 1 429 5 1 2 20 1469
0 31 1 250 4 1 0 0 1290
1 24 0 429 5 1 3 5 1469
0 31 1 429 5 1 0 1 1469
0 36 1 250 4 1 1 0 1290
1 30 1 429 3 1 0 0 1469
0 27 1 429 3 1 1 5 1469
1 29 0 429 3 1 0 0 1469
0 29 1 429 3 1 0 0 1469
0 28 1 429 5 1 0 0 1469
0 32 1 429 5 1 0 0 1469
0 34 0 429 5 1 0 0 1469
0 38 1 429 5 1 1 0 1469
0 27 1 429 3 1 0 0 1469
0 28 1 429 5 1 1 1 1469
1 37 0 429 8 1 0 0 1469
0 32 1 429 4 1 0 0 1469
1 27 1 429 5 1 2 5 1469
0 25 0 429 5 1 0 1 1469
0 27 1 429 5 1 0 1 1469
0 34 1 429 5 1 1 2 1469
0 31 0 429 4 1 0 0 1469
1 28 0 429 6 1 1 0 1469
0 34 1 429 8 1 0 0 1469
0 25 1 429 6 1 1 2 1469
1 30 1 429 5 1 1 1 1469
0 27 1 429 5 1 1 10 1469
0 25 1 429 7 1 0 0 1469
0 29 1 429 8 1 0 1 1469
0 30 1 429 4 1 0 0 1469
1 31 1 429 6 1 1 2 1469
1 31 1 429 6 1 0 0 1469
0 26 0 429 4 1 0 0 1469
0 33 1 210 4 1 0 1 1250
0 30 1 429 7 1 1 3 1469
0 31 1 429 5 1 1 2 1469
0 36 1 296 4 1 0 1 1336
0 28 1 296 7 1 0 1 1336
0 34 1 142 6 1 3 0 1182
1 25 1 200 5 1 1 7 1240
0 38 1 168 6 1 0 0 1208
0 28 1 200 6 1 1 2 1240
1 33 1 239 6 1 0 1 1279
0 27 1 286 5 1 1 1 1326
0 31 1 296 3 1 0 1 1336
0 29 1 168 1 1 5 3 1208
0 31 1 168 4 1 1 4 1208
0 27 1 200 5 1 1 5 1240
0 28 1 296 4 1 3 10 1336
1 27 1 176 7 1 2 15 1216
0 33 1 286 5 1 0 0 1326
1 28 1 176 4 1 0 1 1216
0 32 1 286 5 1 0 0 1326
0 27 1 340 5 1 0 0 1380
1 31 1 176 4 1 2 2 1216
0 33 1 454 5 1 0 0 1494
0 27 1 200 4 1 1 2 1240
0 35 1 296 5 1 0 0 1336
0 36 1 168 4 1 2 2 1208
0 41 1 286 2 1 1 0 1326
0 27 1 296 4 1 0 0 1336
0 29 1 296 0 1 0 0 1336
0 31 1 296 2 1 3 2 1336
0 31 1 286 4 1 0 1 1326
1 26 1 168 4 1 0 1 1208
1 38 1 152 3 1 1 0 1192
1 30 1 296 4 1 1 0 1336
0 32 1 239 5 1 3 4 1279
0 33 1 239 8 1 1 1 1279
0 28 1 296 6 1 2 15 1336
0 28 1 200 3 1 2 0 1240
1 30 1 340 4 1 1 1 1380
0 29 1 286 4 1 10 23 1326
1 36 0 286 5 1 0 1 1326
1 26 1 296 4 1 0 0 1336
1 26 0 296 5 1 0 1 1336
0 32 1 296 4 1 1 5 1336
0 31 1 296 4 1 2 0 1336
0 31 1 296 4 1 0 0 1336
0 35 1 296 5 1 0 0 1336
1 34 1 436 7 1 0 1 1476
0 30 1 436 7 1 0 1 1476
1 28 1 214 4 1 0 0 1254
0 32 1 436 8 1 0 1 1476
0 26 1 436 5 1 1 6 1476
0 28 1 0 7 1 0 0 1040
0 26 1 436 2 1 3 22 1476
0 27 1 436 4 1 2 1 1476
0 29 1 436 2 1 0 0 1476
0 26 1 436 5 1 1 0 1476
1 28 0 436 7 1 0 0 1476
1 26 0 436 4 1 0 0 1476
0 36 1 436 7 1 0 0 1476
0 26 1 436 5 1 0 1 1476
1 35 0 436 9 1 0 0 1476
1 26 1 436 7 1 0 1 1476
0 34 1 436 5 1 0 2 1476
1 28 1 392 5 1 1 1 1432
1 30 1 436 5 1 0 2 1476
0 29 1 436 4 1 0 2 1476
0 29 1 436 4 1 0 1 1476
0 32 1 214 4 1 0 1 1254
0 32 1 130 3 1 3 6 1170
0 34 1 237 5 1 0 0 1277
0 28 1 436 4 1 0 0 1476
1 27 0 436 4 1 0 1 1476
1 26 1 436 5 1 2 7 1476
0 40 1 180 8 1 7 3 1220
0 27 1 436 3 1 1 6 1476
0 30 1 436 3 1 0 1 1476
1 27 1 436 7 1 0 1 1476
0 28 0 436 5 1 2 3 1476
0 31 1 436 3 1 0 0 1476
0 27 1 436 4 1 0 1 1476
0 30 1 436 5 1 0 1 1476
0 32 1 237 5 1 0 1 1277
0 31 1 436 5 1 1 2 1476
1 26 1 436 3 1 0 0 1476
1 26 1 436 3 1 0 0 1476
0 27 1 436 4 1 0 0 1476
1 27 1 436 5 1 1 2 1476
0 26 1 436 5 1 0 0 1476
0 31 1 214 5 1 0 0 1254
1 28 1 392 4 1 1 5 1432
0 28 1 340 3 1 0 1 1380
0 34 1 217 4 1 0 1 1257
1 35 1 317 8 1 0 1 1357
1 31 1 333 7 1 2 4 1373
0 27 1 186 4 1 0 3 1226
1 40 1 249 5 1 0 0 1289
0 28 1 333 5 1 0 1 1373
1 32 1 317 5 1 0 1 1357
1 28 1 249 7 1 5 0 1289
1 27 1 333 4 1 4 0 1373
0 32 1 333 5 1 0 1 1373
1 26 1 340 6 1 0 1 1380
0 27 1 333 4 1 4 0 1373
0 30 1 333 5 1 1 1 1373
0 29 1 186 2 1 0 0 1226
0 34 1 249 8 1 0 0 1289
0 26 1 174 2 1 0 0 1214
0 28 1 186 4 1 0 1 1226
1 29 1 340 5 1 0 0 1380
0 26 1 186 7 1 3 13 1226
0 26 1 186 5 1 1 0 1226
1 34 1 217 7 1 0 0 1257
0 28 1 217 4 1 0 0 1257
0 28 1 317 4 1 0 1 1357
0 30 1 317 5 1 0 2 1357
0 31 1 317 5 1 0 0 1357
0 32 1 217 5 1 1 7 1257
0 34 1 160 3 1 0 1 1200
1 31 1 333 5 1 0 1 1373
1 27 1 340 5 1 0 0 1380
1 27 1 333 5 1 0 1 1373
0 30 1 333 3 1 0 0 1373
0 34 1 174 3 1 0 1 1214
0 43 1 217 3 1 1 6 1257
0 28 1 217 3 1 0 4 1257
0 40 1 217 3 1 2 3 1257
0 28 1 317 4 1 0 0 1357
0 31 1 186 4 1 0 1 1226
0 38 1 174 7 1 0 0 1214
0 32 1 0 3 1 0 1 1040
1 28 1 249 4 1 0 0 1289
1 29 0 333 4 1 0 2 1373
1 34 1 340 4 1 0 1 1380
1 25 0 333 7 1 0 0 1373
0 27 1 333 3 1 0 0 1373
1 29 0 317 5 1 0 0 1357
0 29 1 340 4 1 4 9 1380
1 27 0 340 5 1 2 40 1380
0 29 1 217 6 1 0 0 1257
;


/*
-----------------
CASECONT Data Set
-----------------

 Data described in Chapter 8 of P.D. Allison, "Logistic Regression
 Using the SAS System: Theory and Application."                 */


data casecont;
input pubhouse staybaby black kids doubleup age days casenum;
datalines;
0 1 1 0 1 17.5 8 1994662001
0 0 1 1 1 18.3 8 1994662001
0 1 0 2 1 20.9 10 0189633001
0 0 0 1 0 32.9 10 0189633001
0 1 0 1 0 29.5 10 4435941001
0 0 1 2 1 31.8 10 4435941001
0 1 1 5 0 39.3 11 4257996002
0 0 0 1 0 34.9 11 4257996002
0 1 1 3 0 19.6 12 1761045001
0 0 0 1 1 20 12 1761045001
0 1 0 0 0 33.5 13 1572302001
0 0 1 1 1 21.9 13 1572302001
0 1 0 1 0 28.6 20 4293147001
0 0 1 1 1 20.2 20 4293147001
0 1 0 2 1 21.9 20 2903906001
0 0 1 1 0 35.7 20 2903906001
0 1 0 1 1 32.2 24 4124206001
0 0 1 1 0 22.3 24 4124206001
0 1 1 1 1 21.7 24 7916104001
0 0 1 1 1 20.8 24 7916104001
0 1 1 1 0 34.5 25 3927579001
0 0 1 0 0 31.4 25 3927579001
0 1 0 2 0 21.9 27 0730299001
0 0 1 5 0 27.2 27 0730299001
0 1 1 1 0 24.5 29 3746460001
0 0 0 3 0 26.4 29 3746460001
0 1 1 0 0 21.4 30 0580478001
0 0 0 1 1 20 30 0580478001
0 1 1 0 1 33.3 32 2303908001
0 0 0 3 0 29.3 32 2303908001
0 1 1 4 0 31.2 33 7519841001
0 0 0 3 0 36.1 33 7519841001
0 1 1 2 1 24 37 2209519001
0 0 1 0 0 31.7 37 2209519001
0 1 1 0 1 23.4 43 1810812001
0 0 0 1 0 27 43 1810812001
0 1 1 2 1 20.8 47 7965349001
0 0 1 1 1 24.7 47 7965349001
0 1 1 2 0 31.3 48 2295122001
0 0 1 1 1 25.2 48 2295122001
0 1 1 2 1 19.1 49 0983099001
0 0 0 2 1 20.9 49 0983099001
0 1 0 1 0 33.4 49 1519891001
0 0 1 1 0 21.2 49 1519891001
0 1 1 1 0 23.4 50 2865609001
0 0 1 0 0 25.5 50 2865609001
0 1 1 2 0 18.3 51 1635962001
1 0 0 2 0 32 51 1635962001
0 1 1 0 1 22.8 52 1935108001
0 0 0 1 0 24 52 1935108001
0 1 1 0 1 36.9 52 3047688001
0 0 1 1 1 24.3 52 3047688001
0 1 1 0 1 28.4 53 0297136001
0 0 1 0 0 26.4 53 0297136001
0 1 1 1 1 31 53 1694088001
0 0 1 3 0 23.1 53 1694088001
0 1 1 0 0 25.1 56 2116214001
0 0 1 3 0 26.7 56 2116214001
0 1 0 0 1 19.7 57 0889130001
0 0 1 1 1 18 57 0889130001
0 1 1 0 0 36.1 57 4562521001
0 0 1 1 1 17.3 57 4562521001
0 1 1 1 0 28.1 59 4241896001
1 0 1 1 0 28.5 59 4241896001
0 1 1 1 1 29.2 61 4331000001
0 0 0 6 0 29.3 61 4331000001
0 1 1 0 0 35.4 65 7658765001
1 0 0 3 0 22.3 65 7658765001
0 1 1 0 1 19.2 66 1667448001
0 0 1 1 0 28.7 66 1667448001
0 1 0 2 0 32.9 69 9004699002
0 0 0 0 0 26.2 69 9004699002
0 1 0 1 1 20.2 70 0369266001
0 0 1 0 0 27.5 70 0369266001
0 1 0 1 1 22.2 73 1436877001
0 0 0 5 0 22.9 73 1436877001
0 1 1 0 0 31.5 74 7859699001
0 0 0 2 0 30.1 74 7859699001
0 1 1 2 0 20.7 77 1905357001
0 0 0 5 0 33.3 77 1905357001
0 1 1 2 1 22.1 78 4652205001
0 0 0 1 0 23.6 78 4652205001
0 1 0 1 0 30.1 79 1746552001
0 0 0 2 0 30.3 79 1746552001
0 1 0 0 0 22.8 80 1727263001
0 0 0 2 1 39.8 80 1727263001
0 1 1 0 1 21.9 80 7996036001
0 0 1 2 1 21 80 7996036001
0 1 1 1 1 21.5 82 1929279001
0 0 0 3 0 23.5 82 1929279001
0 1 0 2 0 19.8 83 0362037001
0 0 0 1 1 18.5 83 0362037001
0 1 0 3 0 31.6 85 1456525001
0 0 1 3 0 31.4 85 1456525001
0 1 1 0 0 27.9 85 4375368001
0 0 1 1 1 31.8 85 4375368001
0 1 1 0 1 21.4 85 1852047001
0 0 0 2 1 27.3 85 1852047001
0 1 1 0 0 35.1 86 7850861001
1 0 1 0 0 21.8 86 7850861001
0 1 1 1 0 28.2 86 1301302001
0 0 1 3 1 23.6 86 1301302001
0 1 1 1 0 24.1 89 7561061001
1 0 0 0 0 23.8 89 7561061001
0 1 0 1 0 31.1 91 2261227001
0 0 0 2 0 35.1 91 2261227001
0 1 1 2 1 36.1 91 1475710001
0 0 0 2 0 30.5 91 1475710001
0 1 1 1 1 26.1 91 1215277001
0 0 1 3 0 24.3 91 1215277001
0 1 1 0 0 27.6 92 1519320001
0 0 0 0 0 34.1 92 1519320001
0 1 1 3 0 24.8 92 1345657001
0 0 1 1 1 22 92 1345657001
0 1 1 1 1 25.9 96 1122849001
0 0 0 0 1 25.2 96 1122849001
1 1 0 1 0 27.1 96 4533577001
1 0 1 1 0 34 96 4533577001
0 1 1 1 1 39.5 100 3871250001
1 0 1 2 0 24.4 100 3871250001
0 1 1 3 0 28.2 100 7391358001
1 0 1 2 0 33.2 100 7391358001
0 1 1 2 1 18.2 102 1967372001
1 0 1 3 0 25.6 102 1967372001
0 1 0 1 1 18.9 106 1806002001
1 0 0 3 0 36.3 106 1806002001
1 1 1 5 0 34.8 108 7919033001
1 0 0 1 0 29.8 108 7919033001
0 1 1 0 1 21.4 108 1547198001
0 0 0 1 0 29.1 108 1547198001
0 1 1 1 1 20.9 110 1878284001
0 0 0 0 1 23.5 110 1878284001
1 1 1 0 0 22.3 110 0898270001
0 0 1 2 1 25.8 110 0898270001
0 1 1 0 1 22.8 114 7502994001
0 0 0 1 0 21 114 7502994001
0 1 0 0 1 21.8 117 1970136001
1 0 0 2 0 29.4 117 1970136001
0 1 1 1 1 23.7 117 7716837001
0 0 1 2 0 27.6 117 7716837001
1 1 1 1 0 22.3 117 1466749001
0 0 0 0 1 23.1 117 1466749001
1 1 1 3 0 33.3 118 1698420001
0 0 0 1 0 21 118 1698420001
0 1 0 2 1 21.4 118 2527222002
0 0 0 0 0 32.7 118 2527222002
0 1 1 1 0 28.3 119 0164907001
0 0 0 5 0 22.6 119 0164907001
0 1 1 1 1 26.5 127 3373133001
1 0 0 3 0 29.2 127 3373133001
0 1 0 1 1 22.1 127 7614292001
1 0 0 2 1 21.9 127 7614292001
0 1 0 1 0 24.9 128 0684409001
1 0 0 1 1 25.4 128 0684409001
1 1 0 3 0 19.5 128 0445294001
1 0 0 1 1 19.8 128 0445294001
0 1 1 1 0 32.8 128 4068451001
1 0 0 1 1 22 128 4068451001
1 1 0 2 0 21.8 131 7995111001
1 0 1 1 0 29.8 131 7995111001
0 1 1 2 0 32.4 132 4661592001
1 0 1 4 0 38.4 132 4661592001
1 1 0 3 1 21.9 133 1363106001
1 0 1 3 0 21.5 133 1363106001
0 1 1 1 0 30.7 134 4199467001
1 0 1 12 0 36.3 134 4199467001
0 1 1 1 0 31 136 7341956001
0 0 1 0 0 27.6 136 7341956001
1 1 1 3 0 35.1 138 1470104001
1 0 1 1 0 20.3 138 1470104001
0 1 1 1 1 26.7 139 4239367001
0 0 0 2 0 32 139 4239367001
0 1 1 3 1 29.6 139 4633536001
0 0 1 3 1 27.5 139 4633536001
0 1 0 1 1 17.8 141 0490695001
1 0 0 1 0 20.6 141 0490695001
0 1 0 0 0 23.3 142 0662606001
1 0 1 2 0 29.6 142 0662606001
0 1 0 0 1 29.7 142 1754432001
0 0 1 1 0 24.4 142 1754432001
1 1 1 0 1 19 142 1230826001
1 0 1 1 0 23.9 142 1230826001
0 1 1 1 0 26.8 144 0023696001
1 0 1 1 0 19.4 144 0023696001
0 1 1 2 0 26.6 144 7939386001
0 0 0 2 0 35.8 144 7939386001
0 1 1 1 1 21.9 145 1539273001
1 0 0 3 0 21.1 145 1539273001
0 1 1 0 0 31.6 147 7821285001
1 0 0 4 0 31.6 147 7821285001
0 1 1 2 0 30.3 149 0432617001
0 0 1 1 0 23.9 149 0432617001
0 1 0 1 1 19.8 150 1362111001
0 0 1 1 0 22.7 150 1362111001
0 1 1 2 0 25.6 152 0189075001
0 0 1 3 0 24.3 152 0189075001
0 1 1 1 0 30.7 155 0003730001
0 0 1 1 0 22.6 155 0003730001
0 1 0 1 1 27.2 156 1594095001
0 0 1 6 0 32.3 156 1594095001
0 1 1 1 0 25.1 156 7609157001
0 0 1 1 0 34.5 156 7609157001
1 1 1 1 1 18.2 157 1267282001
1 0 1 2 0 30.1 157 1267282001
0 1 1 5 0 28.6 160 7687941001
0 0 1 2 0 23.1 160 7687941001
1 1 0 1 1 22.5 163 1835822001
1 0 0 2 0 25 163 1835822001
1 1 1 1 1 21.9 164 1141988001
0 0 0 3 0 29.9 164 1141988001
0 1 1 1 1 17.1 164 2832145001
0 0 1 0 0 27.2 164 2832145001
0 1 1 1 0 39.6 167 1635924001
0 0 0 1 0 18.7 167 1635924001
0 1 1 1 1 22.9 168 0948601001
1 0 1 1 1 20.5 168 0948601001
1 1 1 1 0 18.4 169 1508645001
1 0 1 1 0 22.9 169 1508645001
1 1 0 1 0 19.1 169 1777667001
0 0 0 1 1 20.2 169 1777667001
0 1 1 1 0 27.9 169 0596666001
0 0 0 1 0 19.6 169 0596666001
1 1 1 2 0 22.7 169 0001174001
0 0 1 4 0 23.1 169 0001174001
1 1 1 1 1 21.6 169 0773363001
1 0 0 2 1 22.8 169 0773363001
0 1 1 1 0 26.2 170 3022378001
1 0 0 3 0 28 170 3022378001
1 1 1 5 0 31.8 171 4306557001
1 0 1 1 1 19.6 171 4306557001
0 1 1 1 0 26.6 176 1846426001
1 0 0 2 0 27.6 176 1846426001
0 1 0 2 1 21.3 177 1802584001
1 0 1 0 0 22.2 177 1802584001
1 1 1 3 0 29.5 178 4229126001
0 0 0 2 0 21.7 178 4229126001
0 1 1 1 0 30.3 178 4049567001
0 0 1 1 0 19 178 4049567001
0 1 0 1 1 24 180 0640571001
1 0 0 1 0 26.9 180 0640571001
0 1 1 2 0 25.5 181 4470934001
1 0 1 3 0 18.2 181 4470934001
0 1 1 2 1 31.8 182 4129019001
1 0 1 1 1 21.3 182 4129019001
0 1 1 1 1 19 182 4592706001
1 0 1 1 1 23.7 182 4592706001
1 1 0 3 1 27.2 182 4383806001
1 0 1 2 0 36.2 182 4383806001
1 1 1 2 0 20.3 183 7838487001
1 0 0 1 0 24.5 183 7838487001
0 1 1 5 0 31.5 184 3914397001
0 0 0 2 1 22.9 184 3914397001
0 1 1 1 1 26.3 185 1133959001
1 0 1 1 1 21 185 1133959001
1 1 1 5 0 31.3 185 1590840001
0 0 1 1 0 27.9 185 1590840001
1 1 1 1 0 19 186 1008715001
0 0 1 1 1 28.1 186 1008715001
1 1 0 1 1 21.1 186 0664028001
1 0 1 2 1 27.3 186 0664028001
0 1 1 1 1 28.9 187 4547130001
1 0 1 0 0 35.2 187 4547130001
1 1 1 2 1 19.6 189 0204602001
0 0 0 1 0 22.8 189 0204602001
0 1 1 2 1 21.1 189 0567999001
0 0 1 1 1 25.3 189 0567999001
1 1 1 0 0 20.6 190 7963224001
1 0 1 2 0 30.9 190 7963224001
0 1 1 1 1 25.3 190 1822666001
1 0 1 5 0 35.3 190 1822666001
1 1 1 0 0 25.5 191 4412324001
1 0 1 1 0 24.6 191 4412324001
1 1 1 2 0 26.8 193 2253908001
1 0 1 1 1 22.6 193 2253908001
0 1 1 1 0 16.8 194 1155528001
0 0 1 1 1 19.5 194 1155528001
1 1 1 1 0 19.3 194 0770889001
0 0 1 3 0 38.7 194 0770889001
1 1 1 12 0 37 196 3526633001
1 0 1 0 1 20.9 196 3526633001
0 1 1 4 0 38.2 196 3586325001
1 0 0 2 1 29.8 196 3586325001
0 1 1 2 0 20.4 196 0228844001
0 0 0 2 0 19.1 196 0228844001
0 1 0 2 1 22 197 7840511001
0 0 0 1 1 18.1 197 7840511001
0 1 1 3 0 29.4 197 4294639001
1 0 1 1 0 18.9 197 4294639001
1 1 0 1 0 17.1 197 1551454001
1 0 0 1 0 27.7 197 1551454001
1 1 1 1 0 25 198 0804512001
0 0 1 1 0 18.5 198 0804512001
0 1 1 0 0 28 198 4433425001
1 0 1 1 0 17.9 198 4433425001
1 1 1 2 0 21 198 7594108001
1 0 1 1 1 26.5 198 7594108001
1 1 1 2 0 30.9 199 1162387001
1 0 0 2 0 22.2 199 1162387001
1 1 0 1 1 29.6 200 4280379001
0 0 0 2 0 25.1 200 4280379001
0 1 1 1 1 23.6 200 4649735001
1 0 1 3 0 25.4 200 4649735001
1 1 1 1 1 20.1 200 1555531001
1 0 0 1 1 18.8 200 1555531001
1 1 1 2 1 19.8 200 1046010001
0 0 0 1 0 25.3 200 1046010001
1 1 1 1 0 22.7 201 1121267001
1 0 1 1 0 22.8 201 1121267001
0 1 1 2 1 31.3 201 1474137001
0 0 1 1 0 33.3 201 1474137001
1 1 1 2 0 18.1 201 0025856001
1 0 0 1 1 20.3 201 0025856001
1 1 0 6 0 29.5 201 4198354001
1 0 1 1 0 20.8 201 4198354001
1 1 1 2 1 26.7 201 2547305007
1 0 1 2 1 20.7 201 2547305007
1 1 0 1 1 23.3 201 7437790001
0 0 1 3 0 24.3 201 7437790001
1 1 1 3 0 38.6 203 1635644001
1 0 1 4 0 26.2 203 1635644001
0 1 1 2 1 20.4 204 3569893001
1 0 0 3 0 34.4 204 3569893001
1 1 1 2 0 19.8 205 0741874001
0 0 0 3 1 25.2 205 0741874001
0 1 1 2 1 31.7 206 4284644001
0 0 1 1 1 23 206 4284644001
1 1 1 1 1 20.9 207 1752013001
1 0 0 2 0 21.4 207 1752013001
0 1 1 2 1 19.8 207 0133155001
0 0 1 1 0 21.8 207 0133155001
1 1 0 1 0 29 207 4205299001
1 0 1 1 0 25 207 4205299001
1 1 1 3 0 28.2 209 4367351001
1 0 1 1 1 21.1 209 4367351001
0 1 1 1 0 25 210 1633092001
0 0 1 1 1 33.7 210 1633092001
1 1 1 1 1 26.6 210 1801923001
1 0 0 1 1 26.4 210 1801923001
1 1 1 2 1 18.4 210 1092249001
1 0 1 3 1 22.5 210 1092249001
0 1 0 1 0 22.6 210 1073207001
0 0 0 4 1 24.1 210 1073207001
1 1 1 2 0 18.9 210 0630267001
1 0 0 2 0 29 210 0630267001
1 1 0 0 0 17.3 211 0987910001
1 0 1 1 1 32.6 211 0987910001
1 1 0 3 1 21.3 211 0845195001
1 0 1 2 1 27.5 211 0845195001
0 1 1 2 0 23.7 212 1070994001
1 0 0 2 0 22.6 212 1070994001
1 1 1 1 1 28.7 212 1596404001
1 0 1 0 0 37.6 212 1596404001
0 1 1 1 1 22.3 213 7310869001
1 0 1 1 1 18.7 213 7310869001
1 1 1 1 0 21.4 213 0444499001
1 0 1 3 0 38.2 213 0444499001
1 1 0 1 0 32 214 7942905001
1 0 1 4 0 22.6 214 7942905001
1 1 1 3 1 22.4 214 4443927001
1 0 0 3 1 25.1 214 4443927001
1 1 1 2 0 23.6 215 7928861001
0 0 1 1 1 30 215 7928861001
0 1 1 1 0 28.6 216 7482118001
1 0 0 3 1 26.1 216 7482118001
1 1 1 3 0 29 217 1270469001
1 0 1 5 0 23.7 217 1270469001
0 1 0 2 0 35.6 217 1160065001
0 0 1 1 1 28.4 217 1160065001
1 1 1 1 0 26.1 218 7311526001
1 0 1 3 0 27.1 218 7311526001
1 1 0 1 0 19.6 218 1748636001
1 0 1 3 0 32.3 218 1748636001
1 1 0 1 1 20.2 218 7687848001
0 0 1 1 1 20.2 218 7687848001
1 1 1 3 1 21.9 219 1218801001
1 0 1 1 0 33.4 219 1218801001
1 1 0 5 0 35.2 220 3621915001
0 0 0 0 1 23 220 3621915001
1 1 1 1 1 18.8 221 0746182001
1 0 1 3 0 31.5 221 0746182001
1 1 1 1 0 28.7 222 0213502001
1 0 1 2 1 22.8 222 0213502001
1 1 1 4 0 30.2 222 4289602001
0 0 0 3 0 26.2 222 4289602001
1 1 1 2 1 23.9 224 1121103001
1 0 0 2 1 23.2 224 1121103001
1 1 1 5 1 29.6 224 4261597002
1 0 1 3 1 24.8 224 4261597002
1 1 0 2 0 19 224 0021992001
0 0 1 2 1 20.6 224 0021992001
1 1 1 3 1 27.1 225 1514260001
0 0 1 1 1 20.6 225 1514260001
0 1 1 4 0 36.6 225 3397497001
1 0 1 3 0 36.1 225 3397497001
1 1 0 3 0 22.6 225 7414780001
0 0 1 0 0 31.2 225 7414780001
1 1 1 1 1 30.2 226 4546355001
1 0 0 3 0 30.1 226 4546355001
0 1 0 1 0 25.2 226 1293429001
1 0 0 3 0 35.3 226 1293429001
1 1 0 2 1 21 226 1098133001
1 0 1 1 0 23.2 226 1098133001
1 1 0 5 1 25.4 226 4311934001
1 0 1 1 0 21.7 226 4311934001
1 1 1 1 1 30.9 226 4129198001
1 0 1 1 0 37.7 226 4129198001
0 1 1 3 1 24.3 227 4496339001
1 0 0 2 0 23.4 227 4496339001
1 1 1 7 0 27.6 228 2618850001
1 0 1 1 0 31.3 228 2618850001
1 1 1 8 1 32 229 0623153001
1 0 0 2 1 32.7 229 0623153001
0 1 1 1 1 35.4 231 2012713001
1 0 1 2 0 37.6 231 2012713001
1 1 1 7 1 31.8 231 4056662001
1 0 1 2 1 22.8 231 4056662001
1 1 1 2 1 19.4 231 1709379001
1 0 1 2 1 24.6 231 1709379001
1 1 1 2 1 24 232 2507785003
1 0 1 2 1 34.1 232 2507785003
1 1 0 1 1 22.9 232 1420035001
1 0 1 2 0 33.4 232 1420035001
0 1 1 3 1 34.3 233 4313800001
0 0 1 1 1 22.3 233 4313800001
1 1 1 5 0 34 233 3735516001
1 0 1 0 1 34 233 3735516001
1 1 1 1 1 22.5 233 1498996001
1 0 1 0 1 36.8 233 1498996001
1 1 1 1 1 23.6 233 0868844001
1 0 0 3 0 25.8 233 0868844001
1 1 1 1 1 26.9 236 1120617001
1 0 0 1 0 33.4 236 1120617001
1 1 1 1 0 20.5 236 1407805001
1 0 1 1 1 19.2 236 1407805001
1 1 1 3 0 26.3 237 1121471001
1 0 1 2 1 29.5 237 1121471001
0 1 0 1 1 23.2 238 1968675001
1 0 1 3 0 23 238 1968675001
0 1 1 1 1 19.9 238 7307303001
1 0 0 3 0 32.1 238 7307303001
0 1 1 3 1 23.4 239 4633553001
1 0 1 1 0 22 239 4633553001
0 1 1 3 1 38.7 240 0508891001
0 0 1 3 0 29.3 240 0508891001
0 1 0 2 1 22.8 241 1315091001
0 0 1 4 0 23 241 1315091001
1 1 0 2 0 21.4 241 1019699001
0 0 1 0 1 26.7 241 1019699001
1 1 1 4 0 31.3 241 4429738001
1 0 1 2 1 23 241 4429738001
1 1 1 5 0 27.6 241 4445788001
1 0 1 3 0 26.7 241 4445788001
1 1 1 1 0 19.2 242 0802816001
1 0 1 1 1 19.2 242 0802816001
1 1 0 5 0 27.1 243 4537268001
1 0 1 3 0 33.8 243 4537268001
1 1 1 2 1 32 243 1172962001
1 0 1 0 0 32 243 1172962001
1 1 0 3 0 31.7 244 4310417001
1 0 1 2 1 19.9 244 4310417001
1 1 1 4 0 21.7 245 2466450001
0 0 0 1 1 28.8 245 2466450001
0 1 0 1 1 30.8 246 4652378001
1 0 1 2 0 33.7 246 4652378001
0 1 1 1 1 22.3 246 1019941001
1 0 1 2 1 23.2 246 1019941001
1 1 1 1 1 21.4 246 1667891001
1 0 0 1 0 21.4 246 1667891001
1 1 0 5 0 33.9 246 4152090001
1 0 1 0 1 25.9 246 4152090001
0 1 0 1 0 19.1 248 0964396001
1 0 1 1 1 19.8 248 0964396001
0 1 0 3 1 20.2 248 0757925001
1 0 1 1 1 19 248 0757925001
1 1 1 2 0 23.3 248 0004283001
0 0 1 2 0 37.9 248 0004283001
0 1 1 1 0 24.4 249 0771020001
1 0 0 1 0 29.5 249 0771020001
1 1 0 2 0 23.3 249 4697143001
1 0 0 3 1 34.7 249 4697143001
1 1 1 2 1 19.8 249 0498726001
1 0 1 2 1 22.8 249 0498726001
0 1 1 1 1 24.3 249 7367519001
1 0 1 1 1 21.4 249 7367519001
1 1 1 3 0 31.4 251 1498831001
1 0 1 1 1 22 251 1498831001
1 1 1 1 1 19.9 251 0987615001
1 0 0 1 1 18.7 251 0987615001
1 1 1 2 0 23.1 252 0856913001
1 0 0 3 0 26.7 252 0856913001
1 1 0 2 0 27.7 253 4565577001
1 0 0 2 1 20.8 253 4565577001
1 1 1 3 0 24.7 253 4600488001
1 0 0 1 0 22.4 253 4600488001
1 1 1 2 0 27.1 253 4400019001
1 0 1 2 1 29 253 4400019001
1 1 1 8 0 38 253 3829890001
1 0 0 1 0 24.9 253 3829890001
0 1 1 2 0 22.4 253 1107664001
1 0 1 1 1 26.3 253 1107664001
1 1 1 2 0 30.2 253 4638928001
0 0 0 2 1 17.3 253 4638928001
1 1 0 2 0 24.1 254 0210485001
0 0 1 3 0 28.8 254 0210485001
0 1 0 2 0 30 254 0795402001
0 0 1 4 0 21.2 254 0795402001
1 1 0 6 0 25.6 254 7751875001
1 0 0 1 0 21.1 254 7751875001
0 1 1 1 0 20.3 254 0998349001
1 0 1 5 0 33 254 0998349001
0 1 0 1 1 32.2 254 0790971001
1 0 1 2 1 22.9 254 0790971001
1 1 1 1 1 21.8 255 0960764001
0 0 1 1 0 36.4 255 0960764001
1 1 1 6 0 31.7 255 3964785001
1 0 1 1 1 23.8 255 3964785001
1 1 0 1 0 20.2 256 1365138001
1 0 1 1 0 35.5 256 1365138001
1 1 1 1 1 26.8 258 0898814001
1 0 1 3 0 33.3 258 0898814001
1 1 1 2 0 34.7 258 3228560001
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1 0 1 1 1 20.9 366 3449423001
1 1 1 3 0 36.2 366 1649118001
1 0 1 1 1 21.7 366 1649118001
1 1 1 2 1 24.9 367 0303084001
1 0 0 3 0 23.7 367 0303084001
1 1 1 3 0 29.8 368 7469182001
1 0 1 1 1 18.9 368 7469182001
1 1 1 1 1 36.4 369 4353888001
1 0 0 1 1 29.4 369 4353888001
0 1 1 1 0 27.8 369 0552590001
1 0 0 2 0 24.2 369 0552590001
1 1 0 1 1 27.7 370 0965753001
0 0 1 2 0 24.1 370 0965753001
1 1 1 5 1 38.4 370 3569502001
1 0 0 4 0 25.6 370 3569502001
1 1 1 2 1 22.4 370 7910122001
0 0 1 3 1 28.6 370 7910122001
0 1 1 4 0 27.8 371 4330081001
1 0 1 1 0 22.3 371 4330081001
1 1 0 2 0 24.3 371 7761521001
1 0 1 1 1 25 371 7761521001
0 1 1 4 0 28.9 373 4236738001
1 0 1 2 0 28 373 4236738001
1 1 0 1 0 18.7 373 1056105001
1 0 1 1 1 26.5 373 1056105001
1 1 0 2 1 20.7 374 1070939001
1 0 0 1 0 20.7 374 1070939001
0 1 0 2 1 28.9 375 4313966002
1 0 1 1 1 26.2 375 4313966002
1 1 1 1 0 30 375 1111764001
1 0 1 5 0 27.6 375 1111764001
1 1 1 3 0 25 375 4573325001
1 0 0 1 1 21.4 375 4573325001
1 1 1 2 1 34.6 376 4133641001
1 0 1 1 0 19.3 376 4133641001
1 1 1 2 0 22.1 377 0309077001
1 0 1 1 1 38.6 377 0309077001
0 1 0 1 1 36.4 377 3445678001
0 0 1 3 0 32.2 377 3445678001
1 1 0 1 0 25.4 379 7516753001
0 0 1 1 0 25.3 379 7516753001
1 1 1 5 1 33.5 379 3807550001
1 0 1 1 0 27.3 379 3807550001
1 1 1 1 0 35.8 379 3845311001
0 0 1 4 0 31.9 379 3845311001
1 1 0 1 1 22.4 379 1180128001
1 0 0 2 0 30.1 379 1180128001
1 1 1 1 1 20 380 1151749001
1 0 0 2 0 30.8 380 1151749001
0 1 1 1 0 29 380 4396205001
1 0 0 1 1 23.2 380 4396205001
1 1 1 3 0 25.7 381 7553093001
1 0 0 1 1 22.2 381 7553093001
1 1 1 1 1 22.9 381 0457474001
0 0 1 1 0 30 381 0457474001
1 1 1 2 1 29.7 381 7889677001
1 0 1 0 1 35.6 381 7889677001
1 1 1 2 1 23.5 382 7927597001
1 0 1 7 0 27.6 382 7927597001
1 1 0 2 0 29.3 382 4600958001
1 0 1 4 0 37 382 4600958001
1 1 1 2 0 23.5 383 4554563001
1 0 1 2 1 29.7 383 4554563001
1 1 1 3 0 37.3 383 0969627001
1 0 0 1 1 27.1 383 0969627001
1 1 0 3 0 23.6 384 4642997001
1 0 0 2 1 38.5 384 4642997001
1 1 1 2 1 19.1 385 0834476001
1 0 1 4 0 27.6 385 0834476001
1 1 1 2 0 33.6 385 4199240001
1 0 0 1 1 21.6 385 4199240001
1 1 1 2 0 38 385 3602868001
1 0 1 4 1 33.7 385 3602868001
1 1 1 1 1 26.9 388 4449953001
1 0 1 2 0 24.4 388 4449953001
1 1 0 1 0 25.4 388 4527675001
1 0 1 2 0 22.4 388 4527675001
1 1 1 2 1 24.6 389 7467504001
1 0 1 3 0 32.2 389 7467504001
1 1 0 3 0 29.4 389 0638640001
1 0 0 5 0 36.7 389 0638640001
1 1 1 1 0 30.7 390 7756696001
1 0 1 2 1 23.4 390 7756696001
0 1 1 2 1 31.4 392 7760297001
1 0 0 3 0 25.9 392 7760297001
1 1 1 2 0 23.1 393 7924706001
1 0 1 2 0 31 393 7924706001
1 1 0 3 0 25.7 393 0906350001
1 0 1 2 0 27.8 393 0906350001
1 1 0 4 0 20 393 2790869001
0 0 1 1 1 29.4 393 2790869001
1 1 1 2 0 25.9 394 7828584001
1 0 0 1 1 23.8 394 7828584001
1 1 0 4 1 38.4 394 3936230001
1 0 0 1 0 28.6 394 3936230001
1 1 1 2 1 22.5 394 7310884001
1 0 1 4 0 26.2 394 7310884001
1 1 0 1 0 26.4 395 4397072001
1 0 0 2 0 22.3 395 4397072001
1 1 1 2 0 30.5 396 0399450001
0 0 1 1 1 29 396 0399450001
1 1 1 1 0 31.9 397 4349330001
1 0 1 3 0 34.8 397 4349330001
0 1 1 2 0 25.8 397 0953546001
1 0 1 1 0 27.8 397 0953546001
0 1 1 1 1 33 397 0312675001
1 0 0 1 0 39.7 397 0312675001
1 1 1 4 0 30.8 398 3940910001
1 0 1 2 1 18.5 398 3940910001
1 1 1 2 0 22.5 398 2038289001
1 0 1 2 1 29.4 398 2038289001
1 1 1 1 0 24 399 4678622001
1 0 1 2 0 21.4 399 4678622001
1 1 0 3 1 25.7 400 4484042001
1 0 1 1 1 21 400 4484042001
1 1 1 2 0 23 400 7618710001
1 0 0 2 1 19.3 400 7618710001
1 1 1 3 0 30.6 400 4266316001
0 0 1 1 0 25.3 400 4266316001
1 1 1 3 1 27.7 400 7383448001
1 0 0 1 0 39.5 400 7383448001
1 1 1 4 0 18.3 401 2373300001
0 0 1 1 1 25.2 401 2373300001
1 1 0 5 1 29 402 0596265001
1 0 1 3 1 25.2 402 0596265001
1 1 1 2 1 18.6 402 3942374001
0 0 1 3 0 36.1 402 3942374001
1 1 0 2 0 24.2 402 7673273001
1 0 1 3 0 34.8 402 7673273001
1 1 1 1 1 35.7 402 7970061001
1 0 1 2 1 23 402 7970061001
1 1 0 1 0 26.6 403 0695714001
0 0 1 0 1 36.1 403 0695714001
1 1 1 7 0 27.4 404 4241547001
1 0 1 2 0 31.3 404 4241547001
1 1 0 4 0 27.7 406 4679328001
0 0 1 3 0 25.5 406 4679328001
1 1 0 3 0 33.5 407 1028728001
1 0 1 1 0 19.9 407 1028728001
0 1 1 1 0 22.1 407 1956296001
1 0 0 1 1 33.4 407 1956296001
1 1 1 4 0 22.2 408 0551052001
1 0 1 4 0 33.3 408 0551052001
1 1 0 3 1 22.7 409 4668370001
1 0 1 2 0 26.6 409 4668370001
1 1 1 1 0 25.2 409 3417356001
1 0 1 1 1 31.7 409 3417356001
1 1 0 6 1 32.6 410 4616686001
1 0 1 3 1 27.5 410 4616686001
1 1 1 2 1 30 410 4154045001
1 0 1 2 0 38.2 410 4154045001
1 1 1 2 1 25.9 410 0151532001
1 0 1 6 0 25.3 410 0151532001
1 1 0 3 1 23.9 410 4644990001
1 0 1 3 0 27.9 410 4644990001
1 1 1 2 0 29.5 411 7417639001
1 0 0 0 0 39.6 411 7417639001
1 1 1 2 1 28.7 412 7596894001
1 0 1 1 0 27.3 412 7596894001
1 1 1 2 0 29.9 412 0472830001
0 0 0 2 0 34.5 412 0472830001
0 1 1 2 1 31.1 412 2063409001
1 0 0 1 1 26 412 2063409001
1 1 0 2 0 37.3 413 3590526001
1 0 1 1 1 18.5 413 3590526001
1 1 0 2 1 20.4 413 0647639001
1 0 1 2 0 29.3 413 0647639001
1 1 1 2 1 26.1 414 7837362001
0 0 0 2 0 39.5 414 7837362001
0 1 1 2 0 32.1 415 3832514001
1 0 0 2 0 25.7 415 3832514001
1 1 1 1 1 33.3 415 4015297001
1 0 1 1 0 30 415 4015297001
1 1 1 2 0 25.7 416 4531703001
1 0 1 2 0 36.1 416 4531703001
1 1 1 1 1 24.2 417 7621081001
1 0 1 2 1 27.8 417 7621081001
1 1 1 3 0 28.2 417 7907586001
0 0 1 2 1 22.1 417 7907586001
0 1 1 2 0 23.7 417 0382941001
1 0 1 2 0 32.8 417 0382941001
1 1 1 2 1 26.7 418 4387773002
1 0 0 5 0 35.3 418 4387773002
1 1 1 2 0 27.4 418 1312054001
1 0 1 2 1 38 418 1312054001
1 1 1 1 1 27.8 419 4248235001
1 0 1 3 0 38 419 4248235001
1 1 1 5 0 20.9 422 1116617001
1 0 1 0 1 23.7 422 1116617001
1 1 1 3 1 23 422 0692461001
1 0 1 1 0 34.3 422 0692461001
1 1 1 1 1 33.5 425 4076831001
1 0 0 1 1 22.2 425 4076831001
1 1 1 2 0 27.3 426 7546909001
0 0 1 2 0 20.2 426 7546909001
1 1 0 2 0 30.3 426 4664021001
1 0 1 2 0 23.3 426 4664021001
1 1 1 2 0 35.4 427 3640131001
1 0 1 1 0 35.7 427 3640131001
0 1 1 3 0 26.6 427 0138250001
1 0 1 1 0 23.6 427 0138250001
0 1 0 2 1 21.6 430 1262949001
0 0 1 1 1 27.1 430 1262949001
1 1 1 1 0 28.6 431 7975624001
1 0 0 1 1 20.3 431 7975624001
1 1 0 2 0 21.7 432 0601330001
1 0 0 3 0 30 432 0601330001
0 1 1 1 0 29.1 432 3935660001
0 0 0 1 0 27 432 3935660001
0 1 1 1 1 35.9 432 7856943001
1 0 1 2 1 36.2 432 7856943001
0 1 1 1 0 23.1 433 4613354001
1 0 1 2 1 23.3 433 4613354001
1 1 1 2 1 19.1 433 1154625001
1 0 1 2 0 30 433 1154625001
1 1 0 1 0 26.2 434 7509830001
1 0 1 1 0 21.6 434 7509830001
1 1 1 2 0 22.2 434 0669816001
1 0 0 4 0 28.9 434 0669816001
1 1 1 2 1 21.8 435 0904608001
1 0 1 1 0 28.1 435 0904608001
1 1 1 2 1 25.8 436 4528732001
1 0 1 2 1 25.3 436 4528732001
0 1 1 1 0 29.1 438 0480556001
0 0 1 4 0 27.9 438 0480556001
1 1 1 2 1 20.6 438 0257970001
1 0 1 4 1 24.2 438 0257970001
1 1 1 1 0 28.8 439 4192451001
0 0 0 3 0 31.4 439 4192451001
1 1 0 4 0 25.9 442 4653337001
0 0 0 1 0 24.6 442 4653337001
0 1 1 4 1 26 443 4536424001
1 0 0 1 1 23 443 4536424001
1 1 1 3 0 21.9 448 4637555001
0 0 0 3 0 33.4 448 4637555001
1 1 0 2 0 35.1 449 7495216001
1 0 0 4 0 26.4 449 7495216001
1 1 1 1 1 23.3 450 7357348001
0 0 1 1 1 29.2 450 7357348001
0 1 1 1 0 29.6 450 0033011001
1 0 1 1 1 26.5 450 0033011001
1 1 1 7 1 29.5 452 4157413001
0 0 1 3 1 25.3 452 4157413001
1 1 1 1 1 24.5 452 4257696001
1 0 1 2 0 33.6 452 4257696001
0 1 1 2 1 27.1 453 0448792001
0 0 1 1 1 23.1 453 0448792001
1 1 0 2 0 27.3 454 0543752001
1 0 1 2 1 36.7 454 0543752001
1 1 1 5 1 23.9 455 4364170001
1 0 0 1 0 30.9 455 4364170001
1 1 1 2 1 34.2 456 3919340002
0 0 0 1 0 36.1 456 3919340002
1 1 1 2 0 29.8 459 4576675001
1 0 1 1 0 30.9 460 4576675001
1 1 1 2 0 21.8 460 7304344001
1 0 0 3 0 34.3 460 7304344001
1 1 1 1 1 29.3 461 4468490001
1 0 0 0 0 36.4 461 4468490001
1 1 1 1 1 21.8 462 1214284001
1 0 0 2 0 35.8 462 1214284001
1 1 1 4 1 27.2 463 4445018001
0 0 1 1 1 27.5 463 4445018001
1 1 1 2 0 18.7 464 0768129001
1 0 1 2 1 30.3 464 0768129001
1 1 1 5 0 34.2 465 3745478001
0 0 1 3 0 28 465 3745478001
1 1 0 6 0 37.9 467 0309073001
1 0 0 2 0 18.4 467 0309073001
0 1 1 3 1 21.6 468 0402952001
1 0 1 4 0 22.6 468 0402952001
1 1 1 1 1 32 469 4024885001
1 0 1 1 0 24.2 469 4024885001
0 1 1 3 0 20.6 470 1298413001
1 0 1 5 0 34.5 470 1298413001
1 1 1 3 0 26.8 471 4369139001
1 0 1 1 1 33.3 471 4369139001
0 1 0 2 0 21.7 471 1165135001
1 0 1 1 0 28.4 471 1165135001
1 1 0 4 0 35.6 473 4545881001
1 0 1 2 0 34.3 473 4545881001
0 1 1 2 1 20.5 473 2222443001
0 0 1 1 1 25.1 474 2222443001
1 1 1 4 1 19.2 479 0622801001
1 0 0 2 0 39.5 479 0622801001
1 1 0 2 1 21.5 480 0009762001
0 0 1 3 1 37.7 480 0009762001
1 1 1 2 1 19.5 481 0481810001
1 0 1 5 0 35.6 482 0481810001
0 1 1 2 1 18.8 484 0366566001
1 0 0 3 0 23.7 484 0366566001
1 1 0 5 1 24.3 484 1105867001
1 0 1 1 0 34.6 485 1105867001
1 1 1 4 0 23.2 484 4671542001
1 0 0 2 1 32.4 486 4671542001
1 1 1 6 1 34.4 486 0261797001
1 0 0 1 0 32 486 0261797001
1 1 1 2 1 20.1 489 0767189001
1 0 1 3 0 24.2 489 0767189001
1 1 1 3 1 22.9 491 0621351001
1 0 1 3 1 23.3 491 0621351001
1 1 1 2 1 20.3 492 0347518001
1 0 1 0 0 30.8 492 0347518001
1 1 1 2 1 20.3 493 0627715001
1 0 0 2 0 38.5 493 0627715001
1 1 1 3 1 29.1 495 4501418001
1 0 1 1 0 36.2 495 4501418001
0 1 0 3 0 30.9 495 0849042001
0 0 0 1 1 25 495 0849042001
1 1 0 6 0 38.7 497 4585773001
0 0 1 2 1 23.2 497 4585773001
0 1 1 1 0 28.9 500 0554818001
1 0 1 1 1 31.1 500 0554818001
1 1 0 2 0 24.5 501 0006034001
1 0 1 0 1 36.3 502 0006034001
1 1 0 2 1 21 501 7326438001
1 0 1 1 0 29.9 502 7326438001
1 1 1 2 1 20.6 501 1038707001
1 0 1 2 1 25.9 503 1038707001
0 1 0 2 1 19.5 505 2005924001
1 0 1 3 1 34.4 505 2005924001
1 1 0 2 1 22.2 509 0025548001
1 0 0 2 0 31.6 509 0025548001
1 1 1 3 1 29 509 4587777001
1 0 1 2 1 24.5 509 4587777001
1 1 1 1 0 27.8 514 4423650001
0 0 0 1 0 34 514 4423650001
1 1 1 2 0 26.5 514 7657661001
0 0 0 2 1 36.2 514 7657661001
1 1 1 2 0 31.6 517 7527898001
1 0 1 2 0 33.7 517 7527898001
1 1 1 5 1 18.8 518 1390592001
0 0 1 5 0 31.8 518 1390592001
1 1 1 3 0 25.5 518 0595713001
1 0 0 3 0 34.9 518 0595713001
1 1 1 3 0 32.6 519 7986099001
1 0 0 4 0 26.4 519 7986099001
1 1 1 1 1 30.4 522 4047295001
0 0 0 2 0 23.6 522 4047295001
1 1 1 1 1 29.7 523 0593304001
1 0 0 3 0 20.5 523 0593304001
1 1 0 3 0 31.1 527 4611523001
1 0 0 4 1 28.7 527 4611523001
1 1 0 2 1 23.8 528 2761409001
1 0 1 3 0 21.3 529 2761409001
1 1 0 4 0 27.5 529 1571893001
0 0 1 4 0 29 529 1571893001
0 1 1 4 1 22.9 530 4654829001
1 0 1 1 1 21.1 531 4654829001
0 1 1 1 0 34 531 3965621001
1 0 0 3 0 28.9 532 3965621001
0 1 1 3 0 29.9 539 4608525001
1 0 1 2 1 24.2 540 4608525001
1 1 1 1 1 30.6 541 7942021001
0 0 1 1 1 35 541 7942021001
1 1 1 4 1 24 541 4616216001
1 0 0 2 0 36.4 541 4616216001
1 1 1 1 1 20.8 542 0366237001
1 0 0 2 0 36.2 542 0366237001
0 1 1 1 1 25 545 0654636001
1 0 0 3 0 18.5 545 0654636001
1 1 1 7 0 25.5 546 0255298001
1 0 1 3 0 32.1 546 0255298001
0 1 0 4 0 22.4 553 0031085001
0 0 1 2 0 25.6 553 0031085001
1 1 1 2 0 26.4 555 4521316001
0 0 1 1 0 38.4 555 4521316001
0 1 1 2 0 22.9 555 3511878001
1 0 0 2 1 27.6 556 3511878001
0 1 0 4 0 29.2 555 0349788001
1 0 1 1 0 33.7 557 0349788001
1 1 1 1 1 37.5 557 4018161001
1 0 1 2 0 21.1 557 4018161001
0 1 1 3 0 21.2 560 0703201001
1 0 1 3 1 23.9 562 0703201001
1 1 0 3 0 28 568 7822472001
1 0 1 1 1 29.5 568 7822472001
0 1 0 2 1 20.6 572 0457692001
1 0 1 2 0 26.3 574 0457692001
1 1 1 1 1 32.9 572 7499375001
1 0 1 3 0 39.5 575 7499375001
1 1 1 2 0 19.3 572 3205137001
1 0 0 3 0 39 576 3205137001
1 1 0 2 1 31.1 582 0533835001
1 0 0 1 1 37.3 582 0533835001
1 1 1 2 0 21.2 587 0284348001
1 0 1 2 0 28.4 587 0284348001
1 1 1 4 1 34.4 588 2603487001
1 0 1 1 0 30.6 589 2603487001
1 1 1 2 0 34.8 590 4211815001
1 0 0 1 1 26.5 590 4211815001
1 1 1 3 0 26.1 590 4362058001
1 0 1 3 0 28.1 590 4362058001
0 1 1 5 1 24.7 593 0799286001
1 0 0 0 0 16.7 593 0799286001
1 1 1 2 0 28.5 593 4395990001
0 0 1 1 0 26.2 594 4395990001
1 1 1 4 0 34.8 594 4095631001
1 0 0 3 0 31.3 597 4095631001
0 1 1 1 1 22.4 595 7589734001
1 0 0 3 0 31.9 597 7589734001
1 1 0 1 0 24 600 4269724001
1 0 1 1 0 24 600 4269724001
1 1 1 1 0 28.5 606 4250372001
1 0 1 2 0 21.9 611 4250372001
1 1 0 3 0 26.9 606 7508049001
1 0 1 3 0 29 612 7508049001
1 1 1 3 0 23.9 610 0511471001
1 0 0 0 0 39.7 613 0511471001
1 1 0 1 1 26.3 616 4423159001
1 0 1 3 0 35.9 617 4423159001
1 1 0 3 0 20.6 618 7999289001
0 0 1 2 0 23.2 619 7999289001
1 1 0 1 1 33.2 619 3853904001
0 0 1 2 0 36 620 3853904001
1 1 0 3 0 22.2 631 4538389001
1 0 1 1 0 23.9 631 4538389001
0 1 1 2 0 23.5 634 0960675001
1 0 0 2 0 35.1 637 0960675001
1 1 0 5 0 17.6 634 2134923001
1 0 0 4 0 32.4 637 2134923001
1 1 1 1 1 34.8 640 4239421001
1 0 1 2 1 20.7 648 4239421001
0 1 1 2 0 39.2 646 3720111001
1 0 1 2 0 30.4 651 3720111001
1 1 1 1 1 30.7 661 4262298001
1 0 0 3 0 23.6 663 4262298001
0 1 1 5 0 30.5 661 4342868001
1 0 1 0 0 32.4 665 4342868001
1 1 0 6 0 25 663 1846667001
0 0 1 1 0 31 665 1846667001
1 1 0 1 0 21.9 665 0724795001
1 0 0 2 1 36.1 666 0724795001
0 1 1 1 1 22.9 666 0616697001
1 0 1 2 0 35.9 670 0616697001
1 1 1 5 0 28.7 670 4679253001
1 0 0 3 0 34.4 672 4679253001
1 1 1 4 0 28.4 671 7532705003
0 0 1 2 0 22.6 674 7532705003
1 1 0 1 1 31.4 673 0249980001
1 0 1 3 1 34.2 676 0249980001
1 1 0 3 0 30 686 4250105001
1 0 1 2 0 31.2 686 4250105001
0 1 1 5 0 38.8 686 3398318001
1 0 1 1 1 28.1 688 3398318001
1 1 1 3 1 25.5 687 0217890001
1 0 1 2 1 27.6 690 0217890001
0 1 1 1 0 30.8 701 4673520001
1 0 0 1 0 39.2 701 4673520001
1 1 0 2 0 24.2 705 1380868001
1 0 0 6 0 39.1 707 1380868001
1 1 1 2 0 38.4 716 3756940001
1 0 1 6 0 37.5 718 3756940001
1 1 1 1 1 31.1 716 4522443001
1 0 1 1 0 25 726 4522443001
1 1 1 2 0 23.9 722 4609235001
1 0 0 3 0 30.7 727 4609235001
1 1 0 1 0 33.2 742 4233045001
1 0 0 1 0 30.4 742 4233045001
1 1 0 1 0 37.6 746 3733192001
1 0 1 4 0 36.6 751 3733192001
1 1 0 3 0 24.3 751 4528136001
1 0 1 2 0 35.9 758 4528136001
1 1 0 3 0 23.2 759 0174247001
0 0 1 1 0 28.7 777 0174247001
1 1 1 2 0 28.3 760 4437624001
1 0 1 1 0 22.8 785 4437624001
1 1 1 1 0 24.2 763 4670354001
1 0 0 3 0 36.8 786 4670354001
1 1 1 7 0 32.7 767 2607241001
1 0 1 2 0 36.5 787 2607241001
1 1 1 8 0 31 769 4456719001
1 0 1 4 1 31.7 795 4456719001
0 1 1 1 0 29.9 771 0329727001
1 0 1 7 0 36.7 795 0329727001
0 1 0 4 1 18.3 771 2846679001
0 0 1 6 0 33.8 799 2846679001
1 1 1 4 0 28.4 773 4505893001
0 0 1 2 0 39.5 803 4505893001
0 1 1 2 0 39.9 796 0032567001
1 0 1 2 0 34.7 823 0032567001
1 1 0 6 0 20.4 820 4017093001
0 0 1 1 0 28.5 826 4017093001
1 1 1 3 1 25.9 821 7794857001
1 0 0 3 0 29.7 849 7794857001
1 1 1 2 0 31.2 824 0543777001
0 0 1 2 0 33.1 863 0543777001
1 1 1 3 0 33.4 845 3898075001
1 0 1 3 0 33.4 864 3898075001
1 1 0 1 0 38.4 852 3727115001
1 0 0 0 0 32.7 869 3727115001
1 1 1 1 0 33 871 3962052001
0 0 0 0 0 37.5 882 3962052001
1 1 1 3 0 28.2 872 7311680001
1 0 1 2 0 39.6 887 7311680001
1 1 0 1 0 28.2 882 4342798001
1 0 1 3 0 30.3 898 4342798001
1 1 1 8 0 38.5 884 3521667001
0 0 1 1 0 18.6 901 3521667001
1 1 0 4 0 39.8 936 3834402001
1 0 0 1 0 34.1 943 3834402001
0 1 1 3 0 34.8 1044 3715671001
1 0 0 3 0 35 1146 3715671001
0 1 1 2 0 35.4 1085 0009614001
1 0 1 4 0 18.9 1294 0009614001
1 1 1 10 0 21.3 1422 2600041001
0 0 1 5 0 38.6 1459 2600041001
1 1 1 8 0 25 1780 0370229001
1 0 1 2 0 32.4 1785 0370229001
;

/*
-----------------
PROGNOSI Data Set
-----------------

 Data described in Chapter 9 of P.D. Allison, "Logistic Regression
 Using the SAS System: Theory and Application."                 */

data prognosi;
input lengthpx ptage ptsex ezcompt mdlikept surgeon claims minutes;
datalines;
12 20 0 5 4 1 2 7
0 24 0 4 4 1 7 6
1 26 0 3 3 1 2 20
0 57 0 5 4 1 2 15
24 38 1 5 3 1 4 5
4 33 1 5 4 1 0 5
3 58 0 5 5 1 2 15
3 51 0 5 5 1 3 5
15 51 1 5 3 1 6 6
2 26 1 3 3 1 2 20
2 50 0 5 4 1 0 10
24 54 1 5 5 1 0 .
0 28 0 4 4 1 3 10
8 54 1 2 3 1 3 17
6 71 1 5 4 1 0 15
20 49 1 4 4 1 0 7
14 58 1 5 5 1 0 30
9 53 0 4 3 1 3 10
0 71 1 4 4 1 4 20
4 18 0 4 3 1 0 20
2 32 1 5 3 1 8 .
11 19 0 5 5 1 4 15
0 72 0 5 4 1 3 30
21 35 1 5 5 1 0 15
1 43 1 3 3 1 4 5
0 67 0 5 5 0 0 5
2 82 1 5 5 0 0 15
0 70 0 4 4 0 0 15
4 75 1 3 4 0 2 10
0 87 1 2 3 0 0 15
0 74 1 5 5 0 2 20
0 83 0 4 4 0 0 14
0 47 1 5 5 0 3 12
0 81 0 4 5 0 2 15
0 42 1 2 2 0 0 30
2 50 0 4 4 0 0 10
1 60 1 5 5 0 0 10
0 42 1 5 4 0 2 8
2 76 1 5 3 0 0 20
10 54 0 5 4 0 0 15
0 48 1 4 3 0 4 25
0 61 0 5 4 0 0 20
0 53 0 4 3 0 0 25
4 72 1 5 5 0 2 20
0 52 0 4 3 0 3 10
1 75 1 2 3 0 0 12
0 51 0 5 5 0 0 .
0 62 0 3 3 0 3 20
9 68 1 3 3 0 2 15
1 48 0 5 4 1 5 5
6 59 1 5 4 1 5 12
1 44 1 5 4 1 3 20
0 26 1 4 4 1 0 20
0 32 1 5 4 1 0 15
5 53 0 5 4 1 3 10
0 70 1 5 5 1 3 12
2 53 1 5 5 1 0 8
6 44 1 5 4 1 11 8
17 50 1 5 5 1 0 15
5 63 0 5 4 1 5 5
2 74 1 5 5 1 0 10
0 26 1 5 5 1 3 15
7 41 1 5 4 1 3 5
12 35 0 5 4 1 3 25
8 51 0 3 1 1 0 10
20 72 1 5 5 1 4 18
3 56 0 4 4 1 0 15
0 84 1 5 5 1 0 10
0 58 0 5 2 1 0 15
0 32 0 4 3 1 0 10
9 65 1 5 5 1 0 15
5 63 0 2 3 1 6 15
0 42 0 5 5 1 0 3
7 32 0 5 4 1 3 5
3 38 1 4 4 1 2 15
4 57 1 4 4 1 4 15
6 57 1 5 4 1 0 10
1 52 0 3 2 1 6 15
0 30 0 5 3 1 0 10
0 25 0 4 4 1 4 15
7 25 0 4 4 1 5 20
3 67 1 3 3 1 5 10
8 41 0 3 2 1 2 18
2 40 1 5 4 1 0 15
0 41 0 5 5 1 3 20
9 39 0 3 3 1 0 10
0 38 1 3 2 1 2 15
0 46 0 5 4 1 0 15
7 62 0 5 5 1 0 20
2 76 1 5 4 1 3 10
1 44 0 3 3 0 2 10
0 34 0 5 5 0 3 45
2 61 0 4 4 0 4 .
0 60 0 5 5 0 0 12
4 44 1 5 5 0 2 45
0 42 1 5 5 0 3 15
4 78 0 4 5 0 2 15
0 86 1 3 4 0 0 30
0 38 0 4 3 0 4 10
0 64 1 5 4 0 2 6
9 73 1 2 4 0 3 12
0 22 0 4 4 0 2 5
4 47 0 4 4 0 5 13
0 29 0 4 3 0 2 25
0 87 0 2 4 0 0 15
0 81 0 4 5 0 3 20
6 78 0 4 4 0 0 10