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/*------------------------------------------------------------------- *//* 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 *//* *//* *//* If you prefer, you can send email to: [email protected] *//* Use this for subject field: *//* Comments for Paul D. Allison *//* */

/*-------------------------------------------------------------------*/

/*This file contains programs and data sets from the book, "LogisticRegression 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 RegressionUsing the SAS System: Theory and Application." */

data penalty;input death blackd whitvic serious culp serious2;

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datalines;0 1 0 7.1 2 3.41 0 1 11.5 5 4.666666660 0 0 6 2 30 0 1 8.4 4 3.21 1 0 12.2 5 4.20 0 0 7.7 1 3.2

1 1 0 3.66666666 2 2.833333331 0 1 12.8 5 4.80 1 0 7 1 3.20 1 0 7.875 5 2.750 1 1 3.7 1 2.40 1 1 7.3 1 3.40 0 1 9.2 1 3.20 1 0 8.6 1 3.81 1 0 8 5 3.80 1 0 3.58333333 1 2.833333330 0 1 10.7 2 41 0 1 7.2 5 3

0 1 0 4.8 1 2.20 1 0 1.6 1 1.81 0 1 6.9 2 30 0 1 7.4 3 3.80 0 1 6.7 1 3.20 1 1 6.8 1 2.61 1 0 9.8 1 4.20 0 1 9.4 1 3.40 0 1 1.4 1 1.40 1 0 8.1 1 3.20 1 0 1.6 1 10 1 0 2.25 1 10 0 0 10.9 2 4.4

0 0 0 9.3 2 3.81 0 0 6 5 2.51 1 1 9.8 2 40 0 1 4.6 2 2.61 1 1 8.4 5 3.60 0 0 8.16666666 1 3.833333330 1 1 4.6 1 2.40 0 1 5.3 1 2.41 1 1 7.8 4 3.80 1 1 6.5 1 2.81 1 0 6.8 3 3.41 1 1 11 5 3.81 0 1 11.7 3 3.80 1 0 8.8 1 40 1 1 6.2 1 2.61 0 1 4 4 2.40 0 1 10.6 2 51 0 0 13.6 5 4.60 0 1 5.1 1 2.81 0 1 10.9 5 3.61 1 1 5.8 2 2.80 0 1 4.7 1 30 0 1 4.8 1 2.40 0 1 4.2 4 21 0 1 13.5 4 4.8

0 0 1 3.6 1 1.80 0 1 2.6 1 2.61 1 0 11.6666666 5 4.66666666

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0 1 0 5.1 1 2.20 0 0 6.6 1 30 0 1 6.4 2 30 0 1 8.8 2 3.81 0 1 9.7 5 41 1 0 6.66666666 2 3.333333330 0 1 11.2 1 4

0 0 1 4.5 2 2.40 1 0 5.16666666 1 3.166666660 0 0 11.9 4 4.41 1 0 2 5 1.40 1 1 10.0833333 1 4.333333331 0 1 5.2 4 31 1 0 8.1 4 3.40 1 0 5.2 1 30 0 1 4.7 1 2.40 0 1 7.3 1 3.60 1 0 10.4 2 3.81 1 0 7.58333333 5 3.83333333

1 1 0 9.9 5 3.60 0 1 9.2 1 3.80 0 1 10.3 1 4.20 0 1 7.4 1 30 0 0 8 1 3.20 0 1 9.25 1 3.750 1 1 9.2 1 3.21 0 1 7.58333333 3 3.666666660 0 1 11.9 1 41 1 0 7.5 4 30 1 0 3.6 1 2.21 0 1 10 4 3.60 0 1 1.875 1 1

0 1 0 10 2 40 1 1 8.83333333 1 4.166666660 1 0 5.8 1 2.40 1 1 7.5 2 30 1 0 3 1 1.50 1 0 1.8 1 1.40 1 0 5.75 1 2.51 1 0 8.6 4 4.20 0 1 12.25 1 4.250 1 1 9.3 1 40 0 0 2.7 1 2.21 0 1 8.9 4 40 0 1 8.9 2 3.81 0 1 8.3 3 3.60 0 1 11.5 5 4.51 1 0 11.2 3 4.60 0 1 10 3 3.81 0 1 13.8 5 4.40 0 1 6.25 1 2.250 0 0 13.7 5 51 0 1 12.8 5 4.80 1 0 8.41666666 1 3.833333330 1 1 7.6 1 3.20 0 1 13.7 5 51 0 1 9.75 4 3.75

0 0 1 6.2 1 2.40 1 1 11.9 1 4.40 0 1 2.3 1 2.4

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0 1 1 5.7 1 2.40 0 0 9.5 2 3.61 0 0 2.2 2 1.21 1 0 12 5 4.21 1 1 12 1 4.40 0 0 4.16666666 1 3.333333330 1 1 9.4 2 4

0 1 0 9.25 2 4.166666661 1 1 7.1 1 3.40 1 0 11.25 1 41 1 1 6 3 2.60 0 1 3.6 2 20 1 0 5.3 1 2.80 1 1 13.6666666 3 4.666666660 1 1 4.9 1 2.20 0 0 12 2 4.60 1 0 11 3 4.60 1 1 8.9 1 3.61 1 1 13 1 4.4

1 1 0 11.6 1 4.41 0 1 13.4 3 4.40 1 0 10.5 3 41 1 1 13.7 5 4.80 0 1 5.3 1 2.21 0 1 5.7 5 30 0 1 10.6 2 41 1 1 3.9 3 2.41 1 1 9.3 5 4.4;

/*----------------

WALLET Data Set----------------


data wallet;input wallet male business punish explain;datalines;2 0 0 2 02 0 0 2 13 0 0 1 13 0 0 2 01 1 0 1 13 0 0 1 13 0 0 1 13 1 0 1 13 1 0 1 13 0 0 2 12 0 1 1 13 1 1 1 13 1 0 1 13 1 0 1 13 0 0 1 13 0 0 1 0

3 0 0 2 12 0 0 3 01 1 1 3 0

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3 0 0 1 13 0 1 1 13 0 0 1 13 0 0 1 13 0 0 2 12 1 1 1 03 1 0 1 1

3 0 0 1 12 1 1 1 13 0 0 1 13 1 1 1 13 0 0 1 13 0 0 1 13 0 0 1 13 0 1 1 13 0 0 2 11 1 1 1 11 1 0 2 02 1 0 1 1

1 1 1 1 12 1 0 1 11 1 1 3 02 1 1 1 11 1 1 3 13 0 0 3 13 0 0 1 12 0 0 1 13 0 0 1 11 0 1 3 03 0 0 1 12 0 0 1 03 0 0 1 1

3 0 0 1 12 1 0 1 13 1 0 1 13 0 0 1 11 1 0 3 02 1 0 1 12 0 1 1 11 0 0 3 01 0 1 2 03 0 0 1 13 0 0 1 13 0 0 1 13 1 1 1 13 0 0 1 03 0 0 1 13 1 0 1 13 1 1 1 13 1 0 1 12 1 1 1 12 0 0 1 03 0 0 1 12 1 1 2 03 1 0 1 02 1 0 1 03 0 0 2 1

3 1 1 1 11 0 0 3 03 0 0 1 1

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3 1 1 1 13 0 0 1 03 0 1 1 02 0 0 1 13 1 0 1 12 1 0 1 03 0 0 1 0

2 1 0 1 13 1 0 1 13 1 0 2 03 1 1 2 13 1 0 1 12 1 0 1 03 0 0 1 13 1 0 1 12 1 1 1 03 0 0 1 13 1 0 1 12 1 0 1 0

3 0 1 2 12 1 1 2 13 0 0 1 11 1 0 1 13 1 1 3 12 1 0 1 11 0 0 1 02 1 0 3 03 0 0 1 12 1 1 1 13 0 0 1 12 0 0 2 02 1 0 1 1

1 1 1 2 02 1 0 2 02 0 0 1 11 0 1 3 02 1 0 1 12 1 0 1 13 1 0 1 13 0 0 1 12 1 0 1 11 1 0 2 02 0 1 2 13 0 0 2 02 1 1 1 13 0 1 2 11 0 0 3 02 1 1 1 03 0 0 3 12 1 0 2 13 0 0 1 13 1 0 3 13 0 0 1 13 1 1 1 13 1 0 1 12 1 0 1 1;

/*----------------

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TRAVEL Data Set----------------


data travel;

input id mode choice ttme cost time hinc psize;datalines;1 1 0 69 59 100 35 11 2 0 34 31 372 35 11 3 0 35 25 417 35 11 4 1 0 10 180 35 12 1 0 64 58 68 30 22 2 0 44 31 354 30 22 3 0 53 25 399 30 22 4 1 0 11 255 30 23 1 0 69 115 125 40 13 2 0 34 98 892 40 1

3 3 0 35 53 882 40 13 4 1 0 23 720 40 14 1 0 64 49 68 70 34 2 0 44 26 354 70 34 3 0 53 21 399 70 34 4 1 0 5 180 70 35 1 0 64 60 144 45 25 2 0 44 32 404 45 25 3 0 53 26 449 45 25 4 1 0 8 600 45 26 1 0 69 59 100 20 16 2 1 40 20 345 20 16 3 0 35 13 417 20 1

6 4 0 0 12 284 20 17 1 1 45 148 115 45 17 2 0 34 111 945 45 17 3 0 35 66 935 45 17 4 0 0 36 821 45 18 1 0 69 121 152 12 18 2 0 34 52 889 12 18 3 0 35 50 879 12 18 4 1 0 50 780 12 19 1 0 69 59 100 40 19 2 0 34 31 372 40 19 3 0 35 25 417 40 19 4 1 0 17 210 40 110 1 0 69 58 68 70 210 2 0 34 31 357 70 210 3 0 35 25 402 70 210 4 1 0 7 210 70 211 1 0 64 58 68 15 211 2 0 44 16 357 15 211 3 0 53 13 402 15 211 4 1 0 4 210 15 212 1 0 64 62 108 35 212 2 0 44 34 370 35 212 3 0 53 28 415 35 212 4 1 0 6 250 35 2

13 1 0 64 45 114 50 413 2 0 44 24 378 50 413 3 0 53 19 423 50 4

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13 4 1 0 5 240 50 414 1 0 64 58 94 40 114 2 0 44 31 360 40 114 3 0 53 25 405 40 114 4 1 0 15 285 40 115 1 0 64 83 169 26 415 2 0 44 70 948 26 4

15 3 0 53 47 938 26 415 4 1 0 17 1200 26 416 1 0 69 60 127 26 116 2 1 20 19 325 26 116 3 0 35 25 435 26 116 4 0 0 14 350 26 117 1 0 69 61 74 26 117 2 1 15 38 255 26 117 3 0 35 26 389 26 117 4 0 0 13 315 26 118 1 0 69 67 86 6 118 2 1 20 21 300 6 1

18 3 0 35 19 399 6 118 4 0 0 17 327 6 119 1 0 69 59 148 20 119 2 1 45 18 305 20 119 3 0 35 14 456 20 119 4 0 0 16 427 20 120 1 0 64 58 93 72 220 2 1 10 28 305 72 220 3 0 53 25 346 72 220 4 0 0 9 316 72 221 1 0 69 61 73 6 121 2 1 20 21 305 6 121 3 0 35 15 395 6 1

21 4 0 0 13 314 6 122 1 0 64 62 235 10 222 2 1 45 45 465 10 222 3 0 53 17 623 10 222 4 0 0 13 559 10 223 1 1 90 142 105 50 123 2 0 34 71 596 50 123 3 0 35 32 590 50 123 4 0 0 33 577 50 124 1 1 50 120 110 50 124 2 0 34 70 596 50 124 3 0 35 31 590 50 124 4 0 0 33 577 50 125 1 1 15 85 65 18 225 2 0 34 15 361 18 225 3 0 35 12 406 18 225 4 0 0 9 296 18 226 1 1 30 85 140 60 126 2 0 44 90 928 60 126 3 0 53 45 918 60 126 4 0 0 86 902 60 127 1 1 80 75 110 45 127 2 0 34 70 638 45 127 3 0 35 31 632 45 127 4 0 0 39 581 45 1

28 1 1 45 85 140 18 228 2 0 44 39 664 18 228 3 0 53 35 658 18 2

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28 4 0 0 19 592 18 229 1 0 64 74 179 8 229 2 1 60 43 320 8 229 3 0 53 21 345 8 229 4 0 0 9 321 8 230 1 0 69 59 100 6 130 2 1 2 11 285 6 1

30 3 0 35 13 417 6 130 4 0 0 13 284 6 131 1 0 69 59 101 20 131 2 1 5 17 300 20 131 3 0 35 25 420 20 131 4 0 0 13 297 20 132 1 0 69 64 90 45 132 2 1 15 32 325 45 132 3 0 35 29 405 45 132 4 0 0 18 327 45 133 1 0 64 59 73 70 233 2 1 45 29 290 70 2

33 3 0 53 26 395 70 233 4 0 0 9 314 70 234 1 0 69 62 66 4 134 2 1 10 31 295 4 134 3 0 35 19 397 4 134 4 0 0 17 307 4 135 1 0 69 60 132 40 135 2 1 15 15 330 40 135 3 0 35 26 373 40 135 4 0 0 12 309 40 136 1 0 69 60 117 35 136 2 1 10 23 325 35 136 3 0 35 25 425 35 1

36 4 0 0 17 307 35 137 1 0 64 62 184 40 237 2 1 45 24 360 40 237 3 0 53 28 464 40 237 4 0 0 11 427 40 238 1 0 64 50 67 4 338 2 1 30 31 265 4 338 3 0 53 14 393 4 338 4 0 0 6 308 4 339 1 0 64 48 154 15 439 2 1 55 25 360 15 439 3 0 53 14 462 15 439 4 0 0 4 351 15 440 1 1 30 147 100 26 140 2 0 34 96 678 26 140 3 0 35 57 672 26 140 4 0 0 28 629 26 141 1 1 75 125 110 26 141 2 0 34 70 596 26 141 3 0 35 31 590 26 141 4 0 0 24 577 26 142 1 1 40 152 95 70 142 2 0 34 73 600 70 142 3 0 35 34 594 70 142 4 0 0 24 587 70 1

43 1 1 30 116 180 70 143 2 0 34 71 657 70 143 3 0 35 32 651 70 1

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43 4 0 0 29 629 70 144 1 1 40 100 105 45 244 2 0 44 70 622 45 244 3 0 53 31 616 45 244 4 0 0 17 577 45 245 1 1 45 105 115 8 245 2 0 44 35 622 8 2

45 3 0 53 31 616 8 245 4 0 0 12 577 8 246 1 1 20 106 190 70 146 2 0 34 72 659 70 146 3 0 35 33 653 70 146 4 0 0 44 592 70 147 1 1 60 90 100 26 247 2 0 44 69 596 26 247 3 0 53 30 590 26 247 4 0 0 13 577 26 248 1 1 40 48 115 50 148 2 0 34 31 365 50 1

48 3 0 35 25 410 50 148 4 0 0 16 308 50 149 1 1 50 69 85 10 349 2 0 44 16 344 10 349 3 0 53 13 389 10 349 4 0 0 4 315 10 350 1 1 75 99 135 30 150 2 0 34 96 678 30 150 3 0 35 57 672 30 150 4 0 0 29 629 30 151 1 1 90 64 155 60 251 2 0 44 74 678 60 251 3 0 53 35 672 60 2

51 4 0 0 20 629 60 252 1 1 85 105 85 30 452 2 0 44 56 665 30 452 3 0 53 35 659 30 452 4 0 0 8 587 30 453 1 0 69 60 123 30 153 2 1 15 24 365 30 153 3 0 35 25 430 30 153 4 0 0 13 332 30 154 1 0 64 58 90 50 254 2 1 30 22 340 50 254 3 0 53 25 417 50 254 4 0 0 9 334 50 255 1 0 64 45 73 6 455 2 1 15 22 290 6 455 3 0 53 13 395 6 455 4 0 0 5 314 6 456 1 0 69 108 170 30 156 2 1 30 31 875 30 156 3 0 35 44 887 30 156 4 0 0 50 884 30 157 1 0 69 110 249 12 157 2 1 45 22 890 12 157 3 0 35 47 955 12 157 4 0 0 38 990 12 1

58 1 0 64 115 138 36 258 2 1 10 44 830 36 258 3 0 53 50 869 36 2

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58 4 0 0 18 862 36 259 1 0 69 117 147 30 159 2 1 40 59 790 30 159 3 0 35 48 885 30 159 4 0 0 38 883 30 160 1 0 64 88 119 35 360 2 1 50 78 775 35 3

60 3 0 53 43 840 35 360 4 0 0 16 855 35 361 1 0 69 105 196 6 161 2 1 40 43 895 6 161 3 0 35 44 919 6 161 4 0 0 50 935 6 162 1 0 64 120 333 6 162 2 1 25 28 870 6 162 3 0 53 52 890 6 162 4 0 0 38 921 6 163 1 0 64 103 146 8 263 2 1 25 36 875 8 2

63 3 0 53 43 943 8 263 4 0 0 19 887 8 264 1 0 69 103 138 6 164 2 1 5 22 800 6 164 3 0 35 43 821 6 164 4 0 0 36 846 6 165 1 0 64 116 164 12 265 2 1 75 89 685 12 265 3 0 53 47 875 12 265 4 0 0 19 874 12 266 1 0 69 103 129 30 166 2 0 34 88 925 30 166 3 1 10 30 790 30 1

66 4 0 0 50 887 30 167 1 0 64 109 230 35 267 2 0 44 101 1104 35 267 3 0 53 56 1094 35 267 4 1 0 26 960 35 268 1 0 69 108 177 35 168 2 0 34 92 907 35 168 3 1 45 39 850 35 168 4 0 0 52 865 35 169 1 0 64 92 161 60 369 2 1 40 73 792 60 369 3 0 53 46 920 60 369 4 0 0 16 887 60 370 1 0 64 119 161 60 270 2 1 45 75 765 60 270 3 0 53 51 869 60 270 4 0 0 19 898 60 271 1 0 64 109 190 12 271 2 1 40 24 399 12 271 3 0 53 46 951 12 271 4 0 0 27 897 12 272 1 0 69 111 108 10 172 2 1 30 30 760 10 172 3 0 35 50 867 10 172 4 0 0 47 844 10 1

73 1 0 69 104 246 10 173 2 1 25 23 830 10 173 3 0 35 45 1068 10 1

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73 4 0 0 41 978 10 174 1 0 69 104 200 15 174 2 1 75 23 835 15 174 3 0 35 43 846 15 174 4 0 0 40 927 15 175 1 0 64 124 160 10 275 2 1 30 82 850 10 2

75 3 0 53 54 893 10 275 4 0 0 19 886 10 276 1 0 64 103 145 8 176 2 1 50 73 840 8 176 3 0 53 43 892 8 176 4 0 0 50 894 8 177 1 0 69 103 125 30 177 2 1 30 80 800 30 177 3 0 35 42 844 30 177 4 0 0 38 861 30 178 1 0 64 113 163 20 278 2 0 44 51 948 20 2

78 3 0 53 49 938 20 278 4 1 0 26 720 20 279 1 0 64 76 147 70 579 2 0 44 63 918 70 579 3 0 53 44 908 70 579 4 1 0 10 1440 70 580 1 0 69 108 163 20 180 2 0 34 89 905 20 180 3 1 30 43 785 20 180 4 0 0 35 879 20 181 1 0 69 127 193 60 181 2 0 34 109 888 60 181 3 1 60 52 1025 60 1

81 4 0 0 50 892 60 182 1 0 64 44 100 70 482 2 0 44 25 351 70 482 3 0 53 20 361 70 482 4 1 0 5 180 70 483 1 0 69 59 98 8 183 2 1 1 11 320 8 183 3 0 35 13 413 8 183 4 0 0 17 332 8 184 1 0 69 59 114 30 184 2 1 25 60 337 30 184 3 0 35 25 423 30 184 4 0 0 8 335 30 185 1 1 25 65 140 70 285 2 0 44 69 596 70 285 3 0 53 30 590 70 285 4 0 0 16 577 70 286 1 0 69 60 67 60 186 2 1 10 37 285 60 186 3 0 35 28 400 60 186 4 0 0 14 320 60 187 1 0 64 59 118 20 287 2 0 44 17 349 20 287 3 0 53 14 359 20 287 4 1 0 5 240 20 2

88 1 0 69 61 72 15 188 2 1 10 18 305 15 188 3 0 35 27 396 15 1

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88 4 0 0 12 332 15 189 1 0 64 59 118 30 289 2 0 44 32 349 30 289 3 0 53 26 359 30 289 4 1 0 6 265 30 290 1 0 64 60 74 26 290 2 1 20 40 262 26 2

90 3 0 53 26 389 26 290 4 0 0 10 315 26 291 1 0 64 44 93 35 491 2 1 20 30 291 35 491 3 0 53 19 346 35 491 4 0 0 4 316 35 492 1 0 69 58 124 12 192 2 1 10 30 340 12 192 3 0 35 25 427 12 192 4 0 0 14 364 12 193 1 0 64 84 108 70 293 2 0 44 70 596 70 2

93 3 0 53 31 590 70 293 4 1 0 15 360 70 294 1 1 30 145 90 50 194 2 0 44 31 343 50 194 3 0 53 25 388 50 194 4 0 0 13 296 50 195 1 1 45 121 100 40 295 2 0 44 92 926 40 295 3 0 53 47 916 40 295 4 0 0 20 885 40 296 1 1 30 84 180 70 196 2 0 34 72 707 70 196 3 0 35 33 701 70 1

96 4 0 0 26 626 70 197 1 0 69 61 146 10 197 2 0 34 17 409 10 197 3 1 5 31 300 10 197 4 0 0 13 350 10 198 1 1 45 180 160 26 198 2 0 34 89 985 26 198 3 0 35 44 975 26 198 4 0 0 39 896 26 199 1 0 64 94 231 50 399 2 0 44 79 949 50 399 3 1 40 32 1110 50 399 4 0 0 13 942 50 3100 1 0 64 92 203 70 3100 2 0 44 77 961 70 3100 3 0 53 46 951 70 3100 4 1 0 17 780 70 3101 1 0 69 59 111 30 1101 2 0 34 31 376 30 1101 3 1 15 25 360 30 1101 4 0 0 23 351 30 1102 1 0 64 75 153 50 5102 2 0 44 64 900 50 5102 3 0 53 45 890 50 5102 4 1 0 13 720 50 5

103 1 0 69 58 99 20 1103 2 0 34 16 366 20 1103 3 0 35 13 411 20 1

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103 4 1 0 13 300 20 1104 1 0 64 110 153 32 2104 2 0 44 91 874 32 2104 3 0 53 46 864 32 2104 4 1 0 21 960 32 2105 1 0 64 108 187 27 2105 2 0 44 90 932 27 2

105 3 0 53 45 922 27 2105 4 1 0 20 1440 27 2106 1 0 69 104 179 30 1106 2 0 34 89 978 30 1106 3 1 30 28 795 30 1106 4 0 0 40 904 30 1107 1 0 69 108 180 35 1107 2 0 34 89 901 35 1107 3 0 35 44 891 35 1107 4 1 0 34 720 35 1108 1 0 64 78 146 40 4108 2 0 44 66 903 40 4

108 3 0 53 43 893 40 4108 4 1 0 11 870 40 4109 1 0 64 60 144 60 2109 2 0 44 32 404 60 2109 3 0 53 26 449 60 2109 4 1 0 8 270 60 2110 1 0 64 78 175 40 4110 2 0 44 67 932 40 4110 3 0 53 44 922 40 4110 4 1 0 12 720 40 4111 1 0 69 67 108 70 1111 2 0 34 38 370 70 1111 3 0 35 32 415 70 1

111 4 1 0 12 240 70 1112 1 0 64 108 200 70 2112 2 0 44 90 944 70 2112 3 0 53 45 934 70 2112 4 1 0 19 720 70 2113 1 1 60 108 80 30 2113 2 0 44 32 344 30 2113 3 0 53 26 389 30 2113 4 0 0 7 315 30 2114 1 1 30 58 90 35 2114 2 0 44 32 506 35 2114 3 0 53 26 551 35 2114 4 0 0 8 402 35 2115 1 1 55 69 115 60 1115 2 0 34 43 392 60 1115 3 0 35 37 437 60 1115 4 0 0 13 268 60 1116 1 1 40 66 105 45 1116 2 0 34 31 372 45 1116 3 0 35 25 417 45 1116 4 0 0 18 327 45 1117 1 0 69 57 67 45 1117 2 0 34 31 355 45 1117 3 1 40 18 245 45 1117 4 0 0 13 320 45 1

118 1 0 69 129 185 6 1118 2 0 34 67 933 6 1118 3 1 20 54 820 6 1

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118 4 0 0 38 894 6 1119 1 1 90 151 95 36 1119 2 0 34 96 895 36 1119 3 0 35 51 885 36 1119 4 0 0 35 844 36 1120 1 1 10 70 85 20 1120 2 0 34 34 351 20 1

120 3 0 35 28 396 20 1120 4 0 0 22 307 20 1121 1 1 25 75 100 20 2121 2 0 44 15 348 20 2121 3 0 53 12 393 20 2121 4 0 0 7 290 20 2122 1 1 99 110 260 26 1122 2 0 34 92 934 26 1122 3 0 35 47 924 26 1122 4 0 0 45 816 26 1123 1 1 30 94 195 29 1123 2 0 34 89 943 29 1

123 3 0 35 44 933 29 1123 4 0 0 58 912 29 1124 1 1 35 95 155 8 2124 2 0 44 45 930 8 2124 3 0 53 43 920 8 2124 4 0 0 23 860 8 2125 1 0 69 104 178 32 1125 2 0 34 89 992 32 1125 3 1 15 38 675 32 1125 4 0 0 39 900 32 1126 1 0 64 103 170 45 2126 2 0 44 88 889 45 2126 3 1 30 35 770 45 2

126 4 0 0 18 905 45 2127 1 0 64 86 167 45 3127 2 0 44 75 972 45 3127 3 0 53 44 962 45 3127 4 1 0 13 870 45 3128 1 0 64 108 139 26 2128 2 0 44 90 862 26 2128 3 1 30 36 780 26 2128 4 0 0 18 875 26 2129 1 0 69 59 106 60 1129 2 0 34 31 372 60 1129 3 0 35 25 417 60 1129 4 1 0 13 300 60 1130 1 0 64 58 124 10 2130 2 1 10 35 380 10 2130 3 0 53 13 427 10 2130 4 0 0 8 364 10 2131 1 0 64 107 153 45 2131 2 0 44 89 880 45 2131 3 0 53 44 870 45 2131 4 1 0 2 660 45 2132 1 0 64 86 143 60 3132 2 0 44 74 880 60 3132 3 0 53 43 870 60 3132 4 1 0 16 660 60 3

133 1 0 69 108 196 60 1133 2 0 34 91 967 60 1133 3 1 15 35 935 60 1

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133 4 0 0 38 903 60 1134 1 0 69 103 149 8 1134 2 0 34 45 892 8 1134 3 1 25 25 730 8 1134 4 0 0 37 882 8 1135 1 0 64 103 160 60 2135 2 0 44 89 987 60 2

135 3 0 53 44 977 60 2135 4 1 0 34 660 60 2136 1 0 64 114 161 12 2136 2 0 44 60 1031 12 2136 3 0 53 58 1021 12 2136 4 1 0 19 720 12 2137 1 0 69 107 150 45 1137 2 0 34 91 914 45 1137 3 0 35 46 904 45 1137 4 1 0 36 750 45 1138 1 0 69 118 137 50 1138 2 0 34 96 904 50 1

138 3 1 5 65 850 50 1138 4 0 0 64 859 50 1139 1 0 69 102 101 26 1139 2 0 34 87 870 26 1139 3 1 45 35 800 26 1139 4 0 0 35 825 26 1140 1 0 64 85 101 35 3140 2 0 44 73 870 35 3140 3 0 53 42 860 35 3140 4 1 0 12 600 35 3141 1 0 69 107 158 12 1141 2 1 30 61 780 12 1141 3 0 35 45 901 12 1

141 4 0 0 54 853 12 1142 1 0 69 113 244 15 1142 2 1 30 67 845 15 1142 3 0 35 49 893 15 1142 4 0 0 47 868 15 1143 1 0 64 84 215 12 4143 2 1 99 37 885 12 4143 3 0 53 46 966 12 4143 4 0 0 10 921 12 4144 1 0 64 94 163 35 3144 2 1 25 68 755 35 3144 3 0 53 47 895 35 3144 4 0 0 16 879 35 3145 1 0 69 112 161 26 1145 2 1 15 21 797 26 1145 3 0 35 45 876 26 1145 4 0 0 47 852 26 1146 1 0 69 103 166 6 1146 2 1 45 20 820 6 1146 3 0 35 43 836 6 1146 4 0 0 35 886 6 1147 1 0 69 107 152 4 1147 2 1 30 33 755 4 1147 3 0 35 44 882 4 1147 4 0 0 48 845 4 1

148 1 0 64 103 164 40 2148 2 1 10 41 730 40 2148 3 0 53 43 925 40 2

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148 4 0 0 19 898 40 2149 1 0 64 143 166 40 1149 2 1 10 83 825 40 1149 3 0 53 70 896 40 1149 4 0 0 50 911 40 1150 1 1 45 94 270 60 1150 2 0 34 91 916 60 1

150 3 0 35 46 906 60 1150 4 0 0 49 872 60 1151 1 1 45 138 115 4 1151 2 0 34 60 880 4 1151 3 0 35 58 870 4 1151 4 0 0 47 888 4 1152 1 1 60 102 250 50 1152 2 0 34 112 997 50 1152 3 0 35 67 952 50 1152 4 0 0 43 971 50 1153 1 1 60 151 255 60 2153 2 0 44 91 941 60 2

153 3 0 53 46 931 60 2153 4 0 0 21 959 60 2154 1 1 60 111 205 70 1154 2 0 34 97 888 70 1154 3 0 35 52 878 70 1154 4 0 0 49 855 70 1155 1 1 60 70 95 40 2155 2 0 44 31 360 40 2155 3 0 53 25 405 40 2155 4 0 0 7 335 40 2156 1 1 45 74 70 35 3156 2 0 44 26 361 35 3156 3 0 53 21 406 35 3

156 4 0 0 4 315 35 3157 1 1 75 165 180 60 2157 2 0 44 98 967 60 2157 3 0 53 53 922 60 2157 4 0 0 26 947 60 2158 1 1 30 93 175 60 1158 2 0 34 96 1030 60 1158 3 0 35 51 1020 60 1158 4 0 0 54 967 60 1159 1 1 90 71 115 50 2159 2 0 44 31 385 50 2159 3 0 53 25 430 50 2159 4 0 0 7 332 50 2160 1 1 45 75 75 40 3160 2 0 44 33 418 40 3160 3 0 53 28 463 40 3160 4 0 0 5 291 40 3161 1 1 60 81 70 60 1161 2 0 34 32 341 60 1161 3 0 35 26 386 60 1161 4 0 0 13 307 60 1162 1 1 75 94 95 20 1162 2 0 34 33 367 20 1162 3 0 35 27 412 20 1162 4 0 0 14 314 20 1

163 1 0 64 70 158 50 3163 2 0 44 61 778 50 3163 3 0 53 34 772 50 3

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163 4 1 0 11 470 50 3164 1 0 64 65 145 70 4164 2 0 44 54 674 70 4164 3 0 53 33 668 70 4164 4 1 0 8 560 70 4165 1 0 64 71 133 50 3165 2 0 44 59 625 50 3

165 3 0 53 32 619 50 3165 4 1 0 8 510 50 3166 1 0 69 81 139 26 1166 2 0 34 71 698 26 1166 3 0 35 32 692 26 1166 4 1 0 33 600 26 1167 1 0 64 65 154 45 4167 2 0 44 53 621 45 4167 3 0 53 32 615 45 4167 4 1 0 9 535 45 4168 1 0 64 58 148 45 6168 2 0 44 48 646 45 6

168 3 0 53 32 640 45 6168 4 1 0 5 470 45 6169 1 0 69 81 95 30 1169 2 0 34 70 610 30 1169 3 0 35 31 604 30 1169 4 1 0 30 440 30 1170 1 0 64 71 145 40 3170 2 0 44 59 658 40 3170 3 0 53 32 652 40 3170 4 1 0 10 590 40 3171 1 0 64 82 159 50 2171 2 0 44 71 765 50 2171 3 0 53 32 759 50 2

171 4 1 0 13 490 50 2172 1 0 69 61 73 35 1172 2 0 34 33 350 35 1172 3 1 50 26 227 35 1172 4 0 0 14 314 35 1173 1 0 69 60 133 34 1173 2 0 34 31 397 34 1173 3 1 15 21 240 34 1173 4 0 0 14 351 34 1174 1 0 64 81 129 8 2174 2 0 44 35 677 8 2174 3 1 15 31 565 8 2174 4 0 0 12 588 8 2175 1 0 69 59 117 30 1175 2 0 34 32 397 30 1175 3 0 35 26 442 30 1175 4 1 0 17 180 30 1176 1 0 69 111 276 32 1176 2 0 34 93 1047 32 1176 3 1 30 35 860 32 1176 4 0 0 42 1008 32 1177 1 0 69 59 88 26 1177 2 0 34 30 361 26 1177 3 1 15 21 295 26 1177 4 0 0 13 299 26 1

178 1 0 69 59 114 42 1178 2 0 34 31 389 42 1178 3 1 15 21 243 42 1

8/6/2019 code_giga

20/112

178 4 0 0 13 334 42 1179 1 1 90 55 115 50 1179 2 0 44 72 602 50 1179 3 0 53 33 596 50 1179 4 0 0 24 589 50 1180 1 1 15 87 110 70 2180 2 0 44 31 348 70 2

180 3 0 53 25 393 70 2180 4 0 0 7 320 70 2181 1 0 69 62 76 30 1181 2 0 34 39 377 30 1181 3 0 35 33 422 30 1181 4 1 0 12 300 30 1182 1 0 69 59 121 26 1182 2 0 34 31 386 26 1182 3 0 35 25 431 26 1182 4 1 0 14 270 26 1183 1 0 64 51 90 26 3183 2 1 20 61 350 26 3

183 3 0 53 22 405 26 3183 4 0 0 6 327 26 3184 1 0 64 64 215 18 2184 2 1 50 41 420 18 2184 3 0 53 15 385 18 2184 4 0 0 9 321 18 2185 1 0 64 58 74 35 2185 2 1 30 21 295 35 2185 3 0 53 24 389 35 2185 4 0 0 7 315 35 2186 1 0 64 71 119 50 3186 2 0 44 58 617 50 3186 3 1 15 35 615 50 3

186 4 0 0 11 586 50 3187 1 1 15 50 75 4 1187 2 0 34 15 361 4 1187 3 0 35 12 406 4 1187 4 0 0 13 315 4 1188 1 1 10 61 80 30 4188 2 0 44 24 350 30 4188 3 0 53 19 395 30 4188 4 0 0 4 314 30 4189 1 0 69 59 100 45 1189 2 0 34 31 372 45 1189 3 0 35 25 417 45 1189 4 1 0 13 210 45 1190 1 0 69 58 73 60 1190 2 0 34 31 324 60 1190 3 0 35 25 334 60 1190 4 1 0 18 240 60 1191 1 0 69 62 184 4 1191 2 0 34 19 454 4 1191 3 0 35 16 464 4 1191 4 1 0 18 225 4 1192 1 1 30 93 85 30 1192 2 0 34 33 365 30 1192 3 0 35 27 410 30 1192 4 0 0 13 308 30 1

193 1 1 20 76 95 60 1193 2 0 34 33 344 60 1193 3 0 35 27 389 60 1

8/6/2019 code_giga

21/112

193 4 0 0 13 315 60 1194 1 0 64 100 190 4 2194 2 0 44 49 678 4 2194 3 1 30 48 430 4 2194 4 0 0 14 629 4 2195 1 0 64 48 63 18 3195 2 1 10 21 255 18 3

195 3 0 53 13 397 18 3195 4 0 0 4 324 18 3196 1 0 64 58 93 15 2196 2 1 10 30 315 15 2196 3 0 53 13 346 15 2196 4 0 0 6 316 15 2197 1 0 69 59 94 26 1197 2 0 34 30 361 26 1197 3 0 35 24 406 26 1197 4 1 0 10 270 26 1198 1 1 30 111 105 40 1198 2 0 34 71 596 40 1

198 3 0 35 32 590 40 1198 4 0 0 27 577 40 1199 1 1 5 64 80 70 2199 2 0 44 30 348 70 2199 3 0 53 24 393 70 2199 4 0 0 7 291 70 2200 1 1 5 60 85 45 4200 2 0 44 24 379 45 4200 3 0 53 19 424 45 4200 4 0 0 3 337 45 4201 1 0 64 97 188 26 3201 2 0 44 76 825 26 3201 3 1 16 38 810 26 3

201 4 0 0 15 803 26 3202 1 0 69 91 117 35 1202 2 0 34 77 630 35 1202 3 0 35 38 624 35 1202 4 1 0 29 540 35 1203 1 0 69 59 114 4 1203 2 0 34 16 378 4 1203 3 1 5 14 370 4 1203 4 0 0 17 335 4 1204 1 0 69 60 66 20 1204 2 0 34 34 352 20 1204 3 1 10 37 250 20 1204 4 0 0 13 307 20 1205 1 0 69 107 144 45 1205 2 0 34 89 879 45 1205 3 1 30 35 775 45 1205 4 0 0 37 868 45 1206 1 0 69 81 124 40 1206 2 0 34 69 605 40 1206 3 0 35 30 599 40 1206 4 1 0 30 720 40 1207 1 1 45 126 135 40 1207 2 0 34 70 596 40 1207 3 0 35 31 590 40 1207 4 0 0 32 577 40 1

208 1 0 69 59 86 2 1208 2 0 34 15 360 2 1208 3 1 50 29 265 2 1

8/6/2019 code_giga

22/112

208 4 0 0 13 300 2 1209 1 0 69 81 124 20 1209 2 0 34 35 605 20 1209 3 0 35 31 599 20 1209 4 1 0 27 510 20 1210 1 0 64 66 140 70 4210 2 0 44 54 670 70 4

210 3 0 53 33 664 70 4210 4 1 0 12 540 70 4;

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


data judgernk;input judgid rank blackd whitvic death culp case;datalines;11 1 1 1 0 3 416311 2 0 1 1 3 217211 3 1 1 0 1 188011 4 1 0 1 5 201511 5 0 0 0 1 106011 6 1 1 0 1 237511 7 1 0 1 2 172011 8 1 0 1 5 159811 9 1 0 1 2 19711 10 0 1 1 5 119

11 11 1 0 0 1 303511 12 1 0 0 2 414211 13 0 0 0 1 412811 14 1 0 0 1 179111 15 1 0 0 1 46312 1 0 1 1 5 11912 2 1 0 0 2 414212 3 1 0 1 5 159812 4 0 0 0 1 106012 5 1 0 1 2 172012 6 1 1 0 1 188012 7 1 1 0 3 416312 8 1 0 0 1 303512 9 1 0 1 5 201512 10 0 0 0 1 412812 11 1 1 0 1 237512 12 1 0 0 1 179112 13 0 1 1 3 217212 14 1 0 1 2 19712 15 1 0 0 1 46313 1 1 1 0 3 416313 2 0 1 1 5 11913 3 1 1 0 1 188013 4 0 1 1 3 217213 5 1 0 0 2 4142

13 6 1 1 0 1 237513 7 1 0 1 5 159813 8 1 0 1 5 2015

8/6/2019 code_giga

23/112

13 9 1 0 1 2 172013 10 1 0 0 1 179113 11 0 0 0 1 106013 12 1 0 0 1 303513 13 0 0 0 1 412813 14 1 0 1 2 19713 15 1 0 0 1 463

14 2 0 1 1 5 11914 2 1 0 1 5 159814 2 1 1 0 3 416314 4 1 1 0 1 188014 5.5 1 0 0 1 303514 5.5 1 0 0 2 414214 7.5 1 0 0 1 46314 7.5 1 0 1 5 201514 9 0 0 0 1 106014 10 0 0 0 1 412814 11 0 1 1 3 217214 12 1 0 1 2 197

14 13 1 1 0 1 237514 14 1 0 0 1 179114 15 1 0 1 2 172015 1 1 0 0 1 303515 2 1 1 0 3 416315 3 1 0 1 5 159815 4 0 0 0 1 106015 5 1 1 0 1 237515 6 1 0 0 1 179115 7 0 1 1 5 11915 8 1 0 1 2 172015 9 1 0 1 5 201515 10 0 0 0 1 4128

15 11 1 0 0 1 46315 12 1 0 0 2 414215 13 1 1 0 1 188015 14 0 1 1 3 217215 15 1 0 1 2 19716 1 1 1 0 3 416316 2 1 1 0 1 237516 3 1 0 1 5 159816 4 1 0 0 2 414216 5 0 1 1 5 11916 6.5 1 1 0 1 188016 6.5 0 1 1 3 217216 8 1 0 0 1 303516 9 1 0 0 1 179116 10 1 0 1 2 19716 11 1 0 0 1 46316 12 1 0 1 2 172016 13 1 0 1 5 201516 14 0 0 0 1 106016 15 0 0 0 1 412821 1 0 1 1 4 304921 2 0 1 0 1 271521 3 1 0 0 1 415021 4 1 0 0 3 417921 5 1 0 0 5 231

21 6 0 1 0 5 282621 7 0 1 0 1 300321 8 1 0 1 4 2228

8/6/2019 code_giga

24/112

21 9 0 0 1 5 72821 10 0 1 0 1 209121 11 1 0 0 1 264721 12 0 1 0 1 227021 13 1 0 0 1 71621 14 1 0 0 1 246322 1 0 1 0 5 2826

22 2 0 1 1 4 304922 3 0 1 0 1 271522 4 1 0 0 5 23122 5 1 0 0 3 417922 6 1 0 0 1 415022 7 0 1 0 1 300322 8 1 0 0 1 264722 9 0 1 0 1 209122 10 1 0 1 4 222822 11 1 0 0 1 246322 12 0 0 1 5 72822 13 1 0 0 1 716

22 14 0 1 0 1 227023 1 1 0 0 1 415023 2 0 1 0 1 271523 3 0 1 0 1 209123 4 0 1 0 5 282623 5 1 0 1 4 222823 6 0 0 1 5 72823 7 1 0 0 3 417923 8 0 1 1 4 304923 9 0 1 0 1 300323 10 1 0 0 1 264723 11 1 0 0 1 71623 12 1 0 0 1 2463

23 13.5 1 0 0 5 23123 13.5 0 1 0 1 227026 1 0 1 0 1 209126 2 1 0 0 3 417926 3 0 1 0 5 282626 4 0 1 0 1 271526 5 1 0 0 1 415026 6 1 0 0 5 23126 7 1 0 1 4 222826 8 1 0 0 1 264726 9 0 0 1 5 72826 10 0 1 1 4 304926 11 1 0 0 1 246326 12 0 1 0 1 300326 13 0 1 0 1 227026 14 1 0 0 1 71631 1.5 0 1 0 2 50631 1.5 0 1 1 4 152931 3 1 1 1 5 115831 4 0 1 1 5 300231 5 0 1 0 1 178031 6 0 1 1 5 145331 7 1 1 1 2 86831 8 0 1 0 1 107931 9 1 1 0 1 1133

31 10 1 0 0 1 415831 11 0 1 1 2 59531 12 1 0 0 1 1918

8/6/2019 code_giga

25/112

31 13 0 1 0 1 406331 14 1 1 1 2 145931 15 1 0 0 1 262732 2.5 0 1 1 5 145332 2.5 0 1 1 4 152932 2.5 0 1 0 1 178032 2.5 0 1 1 5 3002

32 6 0 1 0 2 50632 6 0 1 1 2 59532 6 1 1 1 5 115832 8 1 1 0 1 113332 11 1 1 1 2 86832 11 0 1 0 1 107932 11 1 1 1 2 145932 11 1 0 0 1 262732 11 1 0 0 1 415832 14.5 1 0 0 1 191832 14.5 0 1 0 1 406333 1 0 1 1 5 3002

33 2 0 1 1 4 152933 3 0 1 0 1 178033 4 1 1 1 2 145933 5 0 1 1 5 145333 6 1 0 0 1 191833 7 1 1 1 2 86833 8 1 1 1 5 115833 9 1 1 0 1 113333 10 1 0 0 1 415833 11 0 1 1 2 59533 12 0 1 0 2 50633 13 0 1 0 1 406333 14 0 1 0 1 1079

33 15 1 0 0 1 262734 1.5 0 1 1 4 152934 1.5 0 1 1 5 300234 3 0 1 0 2 50634 5 1 1 1 2 86834 5 1 1 1 5 115834 5 0 1 1 5 145334 7.5 0 1 0 1 107934 7.5 0 1 0 1 178034 9.5 0 1 1 2 59534 9.5 1 0 0 1 191834 11.5 1 1 0 1 113334 11.5 1 0 0 1 415834 13 1 1 1 2 145934 14 0 1 0 1 406334 15 1 0 0 1 262735 1 1 1 1 2 86835 2 0 1 1 5 300235 3 1 1 1 5 115835 4 0 1 0 2 50635 5 0 1 1 4 152935 6 0 1 0 1 178035 7 0 1 1 5 145335 8 0 1 1 2 59535 9 1 1 1 2 1459

35 10 1 1 0 1 113335 11 1 0 0 1 415835 12 1 0 0 1 1918

8/6/2019 code_giga

26/112

35 13 0 1 0 1 107935 14 0 1 0 1 406335 15 1 0 0 1 262741 1 1 0 0 1 20941 2 1 1 1 5 420241 3.5 1 1 1 4 108041 3.5 1 1 0 2 4133

41 5 1 1 0 1 405541 6 1 0 1 4 268741 7.5 1 0 1 5 44341 7.5 0 1 0 1 147641 9 0 1 0 1 195841 10 0 1 1 4 279541 11 1 0 0 1 39441 13 1 0 0 1 57641 13 1 0 0 1 223541 13 1 1 1 3 421242 1.5 1 1 0 2 413342 1.5 1 1 1 5 4202

42 3.5 0 1 1 4 279542 3.5 1 1 0 1 405542 5.5 1 0 1 5 44342 5.5 1 1 1 4 108042 7.5 1 0 1 4 268742 7.5 1 1 1 3 421242 9 0 1 0 1 195842 10 0 1 0 1 147642 11 1 0 0 1 39442 12 1 0 0 1 20942 13 1 0 0 1 57642 14 1 0 0 1 223543 1 1 1 1 5 4202

43 2 1 1 0 1 405543 3 1 0 0 1 20943 4 1 0 0 1 39443 5 0 1 0 1 195843 6 0 1 1 4 279543 7 1 0 1 4 268743 8 1 0 1 5 44343 9 1 1 1 4 108043 10 1 1 1 3 421243 11 1 1 0 2 413343 12 1 0 0 1 223543 13 0 1 0 1 147643 14 1 0 0 1 57644 1 1 1 1 5 420244 2 1 1 0 1 405544 3 0 1 1 4 279544 4 1 0 0 1 39444 5.5 0 1 0 1 195844 5.5 1 0 1 4 268744 7 1 1 1 4 108044 8 1 1 0 2 413344 9 1 0 1 5 44344 10 1 0 0 1 20944 11 1 0 0 1 223544 12 0 1 0 1 1476

44 13 1 1 1 3 421244 14 1 0 0 1 57645 1 1 1 1 5 4202

8/6/2019 code_giga

27/112

45 2 1 0 0 1 39445 3 1 1 0 1 405545 4 1 1 0 2 413345 5 1 0 1 5 44345 6 1 0 1 4 268745 7 1 0 0 1 223545 8 0 1 1 4 2795

45 9 0 1 0 1 147645 10 0 1 0 1 195845 11 1 1 1 4 108045 12 1 1 1 3 421245 13 1 0 0 1 57645 14 1 0 0 1 20951 1 0 0 0 4 179351 2 1 0 1 5 202651 3 1 0 0 3 416951 4 0 1 1 3 280951 5 1 0 1 1 66251 6 1 0 1 4 1917

51 7.5 1 0 0 2 7351 7.5 1 0 1 3 113851 9.5 0 1 0 1 204051 9.5 1 1 0 1 272251 11.5 1 0 0 1 124351 11.5 0 1 0 1 203051 13.5 0 1 0 2 96451 13.5 0 0 0 1 276151 15 1 0 1 5 182352 1 1 0 1 4 191752 2 1 0 0 1 124352 3 1 0 1 1 66252 4 0 0 0 4 1793

52 5 1 0 1 5 202652 7 0 1 0 2 96452 7 0 1 0 1 203052 7 1 1 0 1 272252 9.5 1 0 0 2 7352 9.5 0 1 0 1 204052 11 1 0 0 3 416952 12 0 1 1 3 280952 13.5 1 0 1 3 113852 13.5 1 0 1 5 182352 15 0 0 0 1 276154 1.5 1 1 0 1 272254 1.5 1 0 0 3 416954 3.5 1 0 0 1 124354 3.5 0 1 0 1 203054 5.5 1 0 1 1 66254 5.5 0 1 0 1 204054 7 0 0 0 4 179354 8.5 1 0 1 4 191754 8.5 1 0 1 5 202654 10.5 1 0 1 3 113854 10.5 0 1 1 3 280954 12 1 0 0 2 7354 13.5 0 1 0 2 96454 13.5 0 0 0 1 2761

54 15 1 0 1 5 182355 1.5 1 0 1 3 113855 1.5 0 0 0 4 1793

8/6/2019 code_giga

28/112

55 3 0 1 0 1 204055 4 0 1 1 3 280955 5.5 1 0 1 5 202655 5.5 1 0 0 3 416955 7 0 1 0 1 203055 8 1 0 0 1 124355 9.5 1 0 0 2 73

55 9.5 0 0 0 1 276155 11 0 1 0 2 96455 12.5 1 0 1 5 182355 12.5 1 1 0 1 272255 14.5 1 0 1 1 66255 14.5 1 0 1 4 191756 1 0 1 0 1 204056 3 1 0 1 1 66256 3 1 1 0 1 272256 4 1 0 0 3 416956 5 0 1 0 1 203056 6 1 0 0 2 73

56 7 0 0 0 4 179356 8 0 1 1 3 280956 9.5 1 0 1 4 191756 9.5 1 0 1 5 202656 11 1 0 0 1 124356 12 0 1 0 2 96456 13 1 0 1 3 113856 14 1 0 1 5 182356 15 0 0 0 1 276161 1 0 0 0 5 301861 2 0 1 1 5 20061 3 1 0 1 1 417461 4 0 1 0 2 1640

61 5 1 0 1 3 300061 7 1 1 1 1 414961 8 0 1 0 2 178361 9 0 1 0 1 61861 10 1 1 1 3 415261 11 1 1 0 1 416661 12 0 1 0 3 60361 12 1 1 0 1 407461 13 0 0 1 2 411761 14 0 1 0 1 153362 1.5 0 1 1 5 20062 1.5 0 0 0 5 301862 3 1 0 1 1 417462 4 1 0 1 3 300062 5 1 1 0 1 407462 6 0 1 0 1 61862 7 0 1 0 3 60362 8 1 1 0 1 416662 9.5 1 1 1 1 414962 9.5 1 1 1 3 415262 11 0 1 0 2 164062 12 0 0 1 2 411762 13.5 0 1 0 1 153362 13.5 0 1 0 2 178363 1 0 0 0 5 3018

63 2 1 0 1 3 300063 3 0 1 1 5 20063 4.5 1 1 1 3 4152

8/6/2019 code_giga

29/112

63 4.5 1 0 1 1 417463 6 0 1 0 1 153363 7 0 1 0 2 164063 8 0 1 0 3 60363 9 0 1 0 2 178363 10 1 1 0 1 416663 11 1 1 1 1 4149

63 12 0 0 1 2 411763 13 1 1 0 1 407463 14 0 1 0 1 61864 1.5 0 1 1 5 20064 1.5 0 0 0 5 301864 3 1 0 1 3 300064 4 1 1 1 1 414964 5 1 0 1 1 417464 6 0 1 0 1 61864 7 0 1 0 3 60364 8 1 1 1 3 415264 9 0 1 0 2 1640

64 10 1 1 0 1 407464 11 0 1 0 2 178364 12 1 1 0 1 416664 13 0 0 1 2 411764 14 0 1 0 1 153366 1.5 0 0 0 5 301866 1.5 1 0 1 1 417466 3 0 1 1 5 20066 4 0 1 0 3 60366 5 1 0 1 3 300066 6.5 0 1 0 1 61866 6.5 1 1 0 1 407466 8 1 1 1 1 4149

66 9.5 0 1 0 1 153366 9.5 1 1 0 1 416666 11 0 1 0 2 178366 12 0 1 0 2 164066 13 1 1 1 3 415266 14 0 0 1 2 411771 2 0 1 1 3 417671 3 0 1 0 1 67371 4 0 1 0 1 219071 5 1 1 0 1 417071 6 1 1 0 1 217071 7 0 1 1 3 122771 8 0 0 0 2 409071 9 1 1 0 1 304471 9 0 1 0 1 420371 10 1 0 0 1 161271 11 0 1 1 5 52071 13 1 1 0 1 30571 13 1 1 1 5 103171 13 0 1 1 5 420471 15 0 1 0 1 67972 1 0 1 1 3 417672 2 1 1 1 5 103172 3.5 0 1 0 1 67372 3.5 0 1 1 3 1227

72 5.5 0 1 1 5 52072 5.5 0 1 0 1 219072 7 0 0 0 2 4090

8/6/2019 code_giga

30/112

72 8 1 1 0 1 217072 9 0 1 1 5 420472 10.5 1 1 0 1 304472 10.5 1 1 0 1 417072 12 1 1 0 1 30572 13 0 1 0 1 420372 14 1 0 0 1 1612

72 15 0 1 0 1 67973 1 1 1 0 1 304473 2.5 0 1 1 3 122773 2.5 1 1 0 1 217073 4.5 0 1 0 1 219073 4.5 0 1 1 3 417673 6 0 0 0 2 409073 7 0 1 1 5 420473 8.5 1 1 1 5 103173 8.5 0 1 0 1 420373 10 1 1 0 1 417073 11 0 1 1 5 520

73 12 0 1 0 1 67373 13 1 1 0 1 30573 14 0 1 0 1 67973 15 1 0 0 1 161274 1.5 0 1 1 3 122774 1.5 0 1 0 1 219074 3.5 0 1 0 1 67374 3.5 0 1 1 3 417674 5.5 1 1 1 5 103174 5.5 0 0 0 2 409074 7.5 1 1 0 1 217074 7.5 0 1 1 5 420474 9 1 1 0 1 4170

74 10 0 1 0 1 420374 11.5 1 1 0 1 30574 11.5 1 0 0 1 161274 13.5 0 1 1 5 52074 13.5 1 1 0 1 304474 15 0 1 0 1 67975 1 1 1 0 1 417075 2 0 1 1 3 417675 3 0 1 1 5 52075 4 1 0 0 1 161275 5 0 1 0 1 219075 6 0 0 0 2 409075 7 0 1 1 3 122775 8 1 1 0 1 304475 9 1 1 1 5 103175 10 1 1 0 1 217075 11 0 1 0 1 67375 12 1 1 0 1 30575 13 0 1 0 1 420375 14 0 1 0 1 67975 15 0 1 1 5 420481 2.5 0 1 0 2 133681 2.5 0 1 1 5 303281 4 1 1 1 5 421381 5 0 0 0 2 4167

81 6 1 0 0 2 231881 7 0 1 0 2 280081 8 0 0 0 2 726

8/6/2019 code_giga

31/112

81 8 0 1 0 1 139181 9 0 0 0 2 72781 10 1 1 0 1 33881 11.5 0 0 0 2 12481 11.5 0 1 1 4 132981 13.5 1 1 0 1 107681 13.5 0 1 0 1 1576

81 15 0 1 1 4 191482 1 0 1 1 5 303282 2.5 0 1 0 2 280082 2.5 0 0 0 2 416782 4.5 0 1 1 4 191482 4.5 1 0 0 2 231882 6 1 1 0 1 33882 7 0 0 0 2 12482 8 1 1 0 1 107682 9 0 0 0 2 72782 10 0 0 0 2 72682 11 1 1 1 5 4213

82 12.5 0 1 0 2 133682 12.5 0 1 0 1 139182 14 0 1 1 4 132982 15 0 1 0 1 157683 1 0 1 1 5 303283 2 0 0 0 2 72683 3 0 1 0 2 133683 4 0 1 0 1 139183 5 1 0 0 2 231883 6 1 1 0 1 33883 7 0 0 0 2 416783 8 0 1 0 2 280083 9 1 1 1 5 4213

83 10 1 1 0 1 107683 11 0 0 0 2 12483 12 0 1 0 1 157683 13 0 0 0 2 72783 14 0 1 1 4 191483 15 0 1 1 4 132984 1.5 0 0 0 2 72784 1.5 0 0 0 2 416784 3 0 0 0 2 72684 4.5 0 1 1 5 303284 4.5 1 1 1 5 421384 6.5 0 1 0 2 133684 6.5 1 0 0 2 231884 8 0 1 0 2 280084 9.5 0 0 0 2 12484 9.5 1 1 0 1 33884 11.5 1 1 0 1 107684 11.5 0 1 1 4 191484 13.5 0 1 1 4 132984 13.5 0 1 0 1 157684 15 0 1 0 1 139186 1 0 0 0 2 72786 2.5 0 0 0 2 72686 2.5 0 1 0 2 133686 4 0 0 0 2 4167

86 5 1 1 1 5 421386 6 0 1 1 4 132986 7 0 1 1 5 3032

8/6/2019 code_giga

32/112

86 8 1 0 0 2 231886 9 0 1 1 4 191486 10 0 1 0 2 280086 11 0 0 0 2 12486 12 1 1 0 1 33886 13 0 1 0 1 157686 14 1 1 0 1 1076

86 15 0 1 0 1 139191 1 0 1 1 5 171791 2 0 0 1 5 133791 3 1 1 1 1 412691 4 1 0 1 5 412191 5 0 1 0 4 14091 6 1 1 1 1 417191 7 1 1 0 1 124691 8 1 0 0 1 55891 9 1 1 0 1 64991 10 0 0 0 1 19091 11 1 0 0 1 2381

91 12 0 0 0 1 205391 13 1 0 0 1 70391 14 0 1 0 1 403191 15 0 1 0 4 151092 1 1 0 1 5 412192 2 1 1 1 1 417192 3 0 0 1 5 133792 4 1 1 1 1 412692 5 0 0 0 1 19092 6 0 0 0 1 205392 7 0 1 1 5 171792 8 1 0 0 1 238192 9 0 1 0 4 140

92 10 1 1 0 1 64992 11 0 1 0 1 403192 12 1 0 0 1 55892 13 1 1 0 1 124692 14 0 1 0 4 151092 15 1 0 0 1 70393 1 0 0 1 5 133793 2 1 1 1 1 412693 4 0 0 0 1 205393 4 1 0 1 5 412193 4 1 1 1 1 417193 6.5 0 0 0 1 19093 6.5 0 1 1 5 171793 8 0 1 0 4 151093 9 0 1 0 1 403193 10 1 1 0 1 124693 11 1 1 0 1 64993 12 1 0 0 1 55893 13 1 0 0 1 238193 14 0 1 0 4 14093 15 1 0 0 1 70394 1 0 0 1 5 133794 2 1 1 1 1 417194 3 0 1 0 4 14094 4 1 0 0 1 2381

94 5 0 1 0 1 403194 6 1 1 0 1 124694 7 1 1 0 1 649

8/6/2019 code_giga

33/112

94 8 1 0 1 5 412194 9 1 1 1 1 412694 10 0 0 0 1 205394 11 0 1 0 4 151094 12 1 0 0 1 55894 13 0 1 1 5 171794 14 0 0 0 1 190

94 15 1 0 0 1 70395 1 1 1 1 1 417195 2 1 1 1 1 412695 3 1 0 1 5 412195 4 0 1 1 5 171795 5 0 0 1 5 133795 6 0 0 0 1 19095 7 0 1 0 4 14095 8 0 0 0 1 205395 9 1 1 0 1 64995 10 0 1 0 1 403195 11 0 1 0 4 1510

95 12 1 0 0 1 55895 13 1 1 0 1 124695 14 1 0 0 1 70395 15 1 0 0 1 2381102 1 0 1 0 2 1658102 1 1 0 0 2 1974102 1 0 1 0 3 3001102 1 0 1 0 5 3048102 2 0 1 0 1 2044102 2 0 1 1 4 2241102 3 1 0 0 1 694102 4 1 1 0 2 2403102 5 0 1 0 1 365

102 6 0 1 0 2 4207102 7 1 0 1 5 160102 8 0 1 0 1 1946102 12 0 1 0 2 4153102 14 0 1 0 1 1489102 15 0 0 0 1 1638103 1 1 0 0 2 1974103 2 0 1 0 3 3001103 3 1 0 1 5 160103 4.5 0 1 0 5 3048103 4.5 0 1 0 2 4207103 6 0 1 0 1 365103 7 0 1 0 1 2044103 8 0 1 0 2 1658103 9 0 1 0 1 1489103 10.5 1 0 0 1 694103 10.5 0 1 0 1 1946103 12 1 1 0 2 2403103 13 0 0 0 1 1638103 14 0 1 0 2 4153103 15 0 1 1 4 2241104 1 0 1 0 5 3048104 2 1 0 1 5 160104 3 0 0 0 1 1638104 4 0 1 1 4 2241

104 5 0 1 0 1 1489104 6 0 1 0 2 4153104 7 1 0 0 2 1974

8/6/2019 code_giga

34/112

104 8 0 1 0 1 365104 9 0 1 0 2 4207104 10 1 0 0 1 694104 11 0 1 0 2 1658104 12 0 1 0 3 3001104 13 1 1 0 2 2403104 14 0 1 0 1 1946

104 15 0 1 0 1 2044105 1 0 1 1 4 2241105 2 0 1 0 1 365105 3 0 1 0 5 3048105 4 0 1 0 2 4207105 5 0 0 0 1 1638105 6 1 0 1 5 160105 7 1 0 0 1 694105 8 0 1 0 3 3001105 9 1 0 0 2 1974105 10 1 1 0 2 2403105 11 0 1 0 2 1658

105 12 0 1 0 1 1946105 13 0 1 0 1 2044105 14 0 1 0 1 1489105 15 0 1 0 2 4153106 1 1 0 1 5 160106 2 0 1 0 5 3048106 3.5 1 1 0 2 2403106 3.5 0 1 0 2 4207106 5 0 1 0 2 1658106 6 0 1 0 1 2044106 7 0 1 0 3 3001106 8 0 1 1 4 2241106 9 1 0 0 1 694

106 10 1 0 0 2 1974106 11 0 0 0 1 1638106 12 0 1 0 1 1946106 13 0 1 0 1 365106 14 0 1 0 1 1489106 15 0 1 0 2 4153;

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


data ptsd;input subjid ptsd control problems sevent cohes time;datalines;15 0 3.2222222222 5.625 1 8 115 0 3.1666666667 5.375 0 8 215 0 3.2777777778 3.75 1 8 318 1 2.5555555556 9.25 0 8 118 0 3.4444444444 4.375 0 8 218 0 3.3333333333 2.375 0 8 3

19 1 2.7222222222 7.75 1 7 119 1 2.7777777778 7.75 1 7 219 0 2.7777777778 7.5 1 7 3

8/6/2019 code_giga

35/112

23 0 3.3888888889 7.75 0 8 123 1 3.2777777778 7.25 1 8 223 0 3.3333333333 6.25 0 8 324 0 3.1666666667 6.875 0 9 124 0 3.8888888889 6.875 0 9 224 0 3.9444444444 4.375 0 9 329 1 3.2777777778 6.125 1 8 1

29 0 3.3333333333 5.875 0 8 229 0 3.9444444444 2.125 1 8 330 0 3.3333333333 5.5 0 9 130 0 3.6666666667 4.375 0 9 230 0 3.3888888889 3.75 0 9 331 0 2.8888888889 6 1 8 131 1 3.1111111111 7.125 2 8 231 0 3.2222222222 5.875 1 8 332 0 3.3333333333 5.5 1 8 132 0 3.6111111111 4.25 0 8 232 0 3.9444444444 3.375 0 8 333 0 3.6666666667 4.5 0 9 1

33 0 3.6111111111 2.875 1 9 233 0 3.9444444444 2.875 0 9 334 0 3.0555555556 6.5 1 9 134 0 3.5 4.625 3 9 234 0 2.6111111111 5.25 0 9 341 0 3.8888888889 3.625 1 7 141 0 4 1.625 0 7 241 0 4 1 0 7 343 0 3.7222222222 3.875 1 8 143 0 3.8333333333 2.5 0 8 243 0 3.6666666667 1.75 0 8 344 0 3.2222222222 7.75 0 9 144 0 3.4444444444 7.5 0 9 2

44 1 3.2777777778 5.875 0 9 345 0 3.4444444444 6.125 0 9 145 0 3.0555555556 5.75 0 9 245 0 3.3888888889 5.5 0 9 347 1 2.4444444444 7.25 1 6 147 0 2.2777777778 6.375 0 6 247 0 3.0555555556 4.25 3 6 348 0 3.7222222222 4.875 0 6 148 0 3.7777777778 5.5 2 6 248 1 3.3333333333 6.625 1 6 349 0 3.2777777778 4 0 7 149 0 3.7222222222 3.375 0 7 249 0 3.9444444444 1.25 0 7 350 1 2.8888888889 5.25 0 6 150 0 3.5555555556 4 0 6 250 0 3.2222222222 2.25 0 6 351 1 2.7222222222 5.375 0 6 151 0 2.5 2.75 2 6 251 1 2.8888888889 3.125 1 6 352 0 3.5555555556 4.5 0 3 152 0 3.7777777778 4.375 2 3 252 0 3.6666666667 3.5 1 3 353 0 3.1666666667 7.625 3 8 153 0 2.9444444444 8.875 0 8 253 0 3.0555555556 7.75 1 8 3

55 0 3.4444444444 8 1 7 155 1 3.6666666667 6.125 0 7 255 0 3.2777777778 7.25 1 7 3

8/6/2019 code_giga

36/112

56 0 3.2777777778 6.25 1 8 156 0 3.3888888889 7.5 0 8 256 0 3.8888888889 2.125 1 8 357 1 2.9444444444 8.625 2 4 157 0 3.8888888889 7.625 1 4 257 0 3.8888888889 1.25 0 4 358 1 3.6666666667 8.25 3 1 1

58 1 3.6666666667 4.5 2 1 258 0 4 2.375 1 1 359 0 3.2777777778 3.625 1 8 159 0 3.4444444444 6.125 1 8 259 0 3.5555555556 7.375 0 8 361 1 3.6666666667 5.875 2 7 161 0 3.3333333333 1.75 1 7 261 1 3.2222222222 1.75 0 7 362 0 3.6666666667 7.25 1 9 162 0 3.6666666667 7.5 3 9 262 0 3.6111111111 5.875 2 9 364 0 3.2222222222 6.75 0 8 1

64 0 2.8333333333 6.375 0 8 264 0 2.8888888889 6.625 2 8 366 1 3.2222222222 8.125 2 7 166 1 3.4444444444 7.75 2 7 266 1 3.3333333333 7.375 1 7 367 1 3.0555555556 7 0 7 167 0 3.1666666667 7 1 7 267 0 3.5555555556 5.375 0 7 369 1 2.9444444444 7.125 1 3 169 0 3.0555555556 6.5 0 3 269 0 3.2777777778 5.25 0 3 371 1 2.9444444444 7.375 0 5 171 0 3.2222222222 6.625 0 5 2

71 0 3.2222222222 2.875 0 5 373 0 2.8333333333 8.5 0 8 173 1 3 8.625 3 8 273 1 3.5555555556 7 2 8 374 0 3.5 6.875 0 8 174 0 3.7222222222 1.875 1 8 274 0 3.8888888889 1 1 8 375 0 3.5555555556 7.125 1 8 175 0 3.7222222222 7.125 1 8 275 0 2.6111111111 9 2 8 376 0 2.8333333333 8.375 0 1 176 0 3.4444444444 6.625 0 1 276 0 3.7777777778 6.5 0 1 378 0 3.4444444444 7.125 1 8 178 0 3.5 4.5 0 8 278 1 3.5555555556 3.5 2 8 379 0 3.6111111111 5.125 0 7 179 0 3.7222222222 3.5 0 7 279 0 3.8888888889 1.375 1 7 380 1 2.8888888889 7.5 1 7 180 1 3 4.75 3 7 280 1 3.2222222222 6 1 7 381 1 2.6111111111 4.375 0 8 181 0 4 2.5 1 8 281 0 3.9444444444 4.5 0 8 3

82 1 2 8.875 0 7 182 0 3.1111111111 7.75 1 7 282 0 2.8333333333 7.25 0 7 3

8/6/2019 code_giga

37/112

84 0 3.3333333333 5.625 1 7 184 0 4 1.5 1 7 284 0 4 1.625 0 7 387 1 3.7777777778 6.625 1 7 187 0 3.3333333333 1.625 0 7 287 1 4 4.625 1 7 389 1 3.2222222222 6.25 2 7 1

89 0 3.2222222222 8.375 1 7 289 1 3.6111111111 6.625 3 7 390 0 3.6111111111 4.875 2 6 190 0 3.2777777778 1.875 1 6 290 0 3.8333333333 1.5 0 6 392 0 3.8888888889 2 0 8 192 0 4 1.625 0 8 292 0 4 1 0 8 394 0 3.0555555556 7.25 0 8 194 0 2.9444444444 6.125 1 8 294 0 3.6111111111 3.75 0 8 395 0 3.8333333333 1.5 0 6 1

95 1 3.9444444444 3.75 0 6 295 0 3.6666666667 1 0 6 399 0 3.8888888889 4.75 0 7 199 0 3.8333333333 3.25 0 7 299 0 3.7777777778 1 0 7 3100 1 3 8.5 3 5 1100 1 2.9444444444 4.375 1 5 2100 0 3.3888888889 5.25 3 5 3102 0 3.2222222222 7.125 0 9 1102 0 3.5 1.75 0 9 2102 0 2.7777777778 3.25 0 9 3103 0 2.9444444444 6.75 0 9 1103 0 2.7777777778 6.125 0 9 2

103 0 3.1111111111 5.625 0 9 3104 0 3.8333333333 4.625 0 7 1104 0 3.4444444444 2.375 0 7 2104 0 3.7777777778 1 0 7 3105 0 3.5555555556 7.25 2 7 1105 1 3.1111111111 7.5 0 7 2105 0 3.6666666667 7.25 0 7 3106 1 3.0555555556 6.25 1 2 1106 1 2.8333333333 4.5 0 2 2106 1 2.8888888889 5.875 0 2 3108 1 2.8333333333 5.25 0 7 1108 0 3.5 3.875 1 7 2108 0 3.7222222222 3.25 1 7 3112 0 3.5555555556 3.75 3 8 1112 0 3.3333333333 4 2 8 2112 0 3.3333333333 1.875 2 8 3115 1 2.8333333333 7.25 0 3 1115 0 3 4.375 0 3 2115 0 3.0555555556 6.125 1 3 3118 1 3.6666666667 2.375 2 9 1118 0 3.7777777778 1.75 0 9 2118 0 3.8888888889 1.5 0 9 3120 1 2.5555555556 6.625 1 6 1120 1 2.8333333333 5 1 6 2120 0 3 4.5 1 6 3

122 0 3.3333333333 5.25 1 5 1122 1 3.9444444444 2.25 1 5 2122 0 3.7777777778 1.625 0 5 3

8/6/2019 code_giga

38/112

123 1 3.6111111111 7.625 1 6 1123 1 3.8333333333 6.5 0 6 2123 0 3.7222222222 2.125 2 6 3124 1 3 8.625 0 5 1124 1 3.2777777778 8.5 2 5 2124 0 2.7777777778 5.75 2 5 3126 0 3.2777777778 5.625 0 9 1

126 1 3.1666666667 5.75 0 9 2126 1 3.6111111111 2.875 1 9 3127 1 2.9444444444 7.75 3 4 1127 1 3.1666666667 7.75 4 4 2127 1 3.4444444444 7.75 4 4 3129 0 3.0555555556 6.25 1 9 1129 0 3.0555555556 5.5 0 9 2129 0 3.4444444444 5.125 0 9 3130 0 3.6666666667 6.875 1 9 1130 1 3.4444444444 5.25 1 9 2130 0 3.1111111111 4.25 0 9 3133 0 3.0555555556 4.875 0 9 1

133 0 3.7777777778 3.5 1 9 2133 0 2.8888888889 2.25 2 9 3138 1 2.8333333333 7.625 0 8 1138 1 3.1111111111 6.125 2 8 2138 1 3.2222222222 4.25 0 8 3139 0 3.5 6.75 1 3 1139 0 3.6111111111 6 0 3 2139 0 3.8888888889 5.375 0 3 3141 1 2.4444444444 5.5 0 2 1141 1 2.9444444444 6.375 0 2 2141 0 2.3333333333 6.375 1 2 3142 0 3.3888888889 2.625 1 9 1142 0 3.7222222222 2.5 0 9 2

142 0 3.6666666667 2.5 0 9 3143 0 3.6666666667 6.75 2 5 1143 0 3.5555555556 4.75 0 5 2143 0 3.9444444444 1.5 0 5 3145 0 3.5 7.625 1 9 1145 1 3.3333333333 7.375 0 9 2145 0 2.9444444444 6.375 0 9 3146 0 3.8888888889 4.75 1 8 1146 0 4 2.875 0 8 2146 0 3.9444444444 3.75 0 8 3148 0 3.8888888889 5.5 0 9 1148 0 3.7777777778 2.75 0 9 2148 0 3.5 2.875 1 9 3149 0 3.6666666667 6 0 8 1149 0 3.2222222222 3 0 8 2149 0 3.3333333333 1.125 0 8 3150 1 2.4444444444 7.25 0 1 1150 0 3.3888888889 7 2 1 2150 0 3.3888888889 4.25 1 1 3151 0 3.6111111111 5 0 9 1151 0 3.7777777778 3 0 9 2151 0 3.9444444444 5.375 0 9 3155 1 2.8333333333 6.375 0 2 1155 1 2.8888888889 7 0 2 2155 1 3 6.375 0 2 3

156 1 3.1111111111 4.25 0 6 1156 1 2.8888888889 3.75 1 6 2156 0 3.6111111111 2.25 0 6 3

8/6/2019 code_giga

39/112

157 1 2.6111111111 6.625 0 8 1157 0 3.1666666667 7.5 1 8 2157 0 3.0555555556 5.5 0 8 3160 1 3.6111111111 4.875 0 7 1160 0 3.6666666667 2.75 1 7 2160 0 3.2222222222 2.875 1 7 3161 0 3.4444444444 6.125 0 7 1

161 1 3.4444444444 5.5 1 7 2161 1 3.3888888889 5.375 2 7 3162 1 2.4444444444 6.125 0 4 1162 0 2.8333333333 4.5 0 4 2162 0 3.3888888889 2.5 1 4 3163 0 2.7777777778 5.5 0 9 1163 0 3.7777777778 4.375 1 9 2163 0 2.5555555556 1.375 0 9 3164 0 3.6111111111 5.25 0 8 1164 0 3.2222222222 5 0 8 2164 0 3.6111111111 2.875 0 8 3165 0 3.8333333333 3.25 1 8 1

165 0 4 1.125 2 8 2165 0 3.6666666667 1.75 1 8 3166 0 3.5 7.75 0 9 1166 0 3.5555555556 5 1 9 2166 0 3.7777777778 7.5 1 9 3168 1 2.7777777778 7.75 0 8 1168 0 2.8333333333 6.75 2 8 2168 1 2.1666666667 6.875 1 8 3174 0 2.6111111111 6.875 3 3 1174 1 3.2222222222 5.875 1 3 2174 0 3.2777777778 5.75 1 3 3175 0 3.5 6.375 3 8 1175 0 3.6666666667 1.125 0 8 2

175 0 3.7222222222 1.75 0 8 3177 0 3.8333333333 7.75 0 8 1177 0 2.9444444444 7.125 2 8 2177 1 2.5555555556 7.125 2 8 3178 1 2.4444444444 6.5 2 5 1178 0 3.1666666667 4.75 0 5 2178 0 3.1111111111 2.875 1 5 3180 1 3.5 8.125 0 8 1180 0 3.8888888889 6.5 1 8 2180 0 3.7777777778 5.875 2 8 3182 0 3.3333333333 4.875 0 9 1182 0 3.3333333333 4.5 1 9 2182 0 3.8333333333 2.5 1 9 3184 1 3.2222222222 6.125 2 4 1184 0 3.8888888889 7.75 0 4 2184 0 4 5.25 0 4 3185 1 3.3888888889 6.125 1 6 1185 0 3.3333333333 7.75 1 6 2185 1 3.9444444444 5.375 1 6 3186 1 3.1111111111 7.25 0 8 1186 1 3.6666666667 6.75 3 8 2186 1 3.6111111111 7.625 0 8 3188 1 3.2222222222 7.75 0 7 1188 0 3.0555555556 6.5 0 7 2188 1 3 7.625 0 7 3

190 1 2.7777777778 5.5 2 2 1190 0 2.8888888889 5.625 1 2 2190 0 3.6666666667 3 0 2 3

8/6/2019 code_giga

40/112

192 1 3.5 5.25 1 8 1192 0 3.6666666667 6.125 2 8 2192 0 3.9444444444 4.625 0 8 3193 0 3.7222222222 7 0 9 1193 0 3.7777777778 3.25 1 9 2193 0 3.6666666667 5 0 9 3196 0 3.6666666667 3.75 0 7 1

196 0 3.7777777778 3.25 0 7 2196 0 3.8333333333 2.625 3 7 3199 0 3.8888888889 6 0 8 1199 0 3.8333333333 2 1 8 2199 0 3.9444444444 1.75 0 8 3200 1 3.7777777778 7.75 0 7 1200 0 3.9444444444 7.25 1 7 2200 0 3.7222222222 3.125 0 7 3201 0 3.5555555556 7.75 1 9 1201 1 3.7777777778 8 3 9 2201 0 3.3333333333 6.375 1 9 3202 0 3.6666666667 4.625 2 8 1

202 0 3.6666666667 3 2 8 2202 0 3.9444444444 1.5 3 8 3204 1 2.8333333333 7.75 1 7 1204 1 2.7222222222 7 1 7 2204 0 2.7222222222 6.5 1 7 3205 1 3.7777777778 3.875 3 9 1205 0 3.8888888889 1.5 2 9 2205 0 3.8888888889 1.25 4 9 3206 0 2.7222222222 5.75 1 8 1206 0 2.2777777778 5.25 1 8 2206 0 3 5.375 0 8 3207 0 2.6666666667 7.75 1 9 1207 0 3.0555555556 7.75 1 9 2

207 0 2.5 6.625 1 9 3208 0 3.6111111111 6.375 0 9 1208 0 3.8333333333 3.375 0 9 2208 0 3.8333333333 1.5 1 9 3212 0 3.4444444444 7.125 0 8 1212 0 4 3.125 0 8 2212 0 3.7777777778 2 0 8 3213 0 3.7777777778 2.375 0 8 1213 0 3.8888888889 3.125 0 8 2213 0 4 1.125 0 8 3214 0 3.3888888889 7.125 1 9 1214 0 3.7222222222 3.75 0 9 2214 1 3 3.125 1 9 3216 1 3.2777777778 7.375 2 8 1216 1 3 7.75 3 8 2216 1 3.6111111111 7.125 3 8 3217 1 3.3888888889 6.875 1 9 1217 1 3.7777777778 2.5 1 9 2217 1 4 4.375 0 9 3219 1 3.1111111111 7.25 1 7 1219 1 2.8333333333 7.5 2 7 2219 0 3.1111111111 7 0 7 3220 0 4 4.375 0 9 1220 0 4 1.875 1 9 2220 0 4 1 0 9 3

221 0 3.6666666667 4.75 0 8 1221 0 3.7222222222 4.625 0 8 2221 0 3.7222222222 2.375 1 8 3

8/6/2019 code_giga

41/112

222 1 3.5555555556 6.25 5 8 1222 1 3.6111111111 6.5 4 8 2222 1 2.6666666667 4.875 2 8 3223 0 3.8888888889 4.625 0 8 1223 0 4 3 1 8 2223 0 4 1.125 0 8 3225 0 4 5.75 2 9 1

225 0 3.7777777778 2.5 0 9 2225 0 4 1.5 0 9 3231 0 3 6.125 1 7 1231 0 3.3333333333 5 0 7 2231 0 3.5555555556 2.125 0 7 3232 1 3.5 8.75 2 7 1232 1 2.9444444444 7.125 0 7 2232 1 3.5555555556 8.375 2 7 3233 1 3.2222222222 6.5 2 7 1233 0 3.3888888889 4.375 1 7 2233 0 3.1666666667 1.875 1 7 3234 0 3.0555555556 6.75 1 9 1

234 1 2.9444444444 6 1 9 2234 0 3.3333333333 7.125 2 9 3237 0 4 1.625 0 9 1237 0 4 1 1 9 2237 0 4 1.375 0 9 3238 0 3.0555555556 7 1 9 1238 0 3.2777777778 7.625 0 9 2238 0 2.7777777778 7.5 0 9 3240 0 2.7777777778 6.875 2 6 1240 0 2.7222222222 5.75 0 6 2240 0 2.2777777778 6.75 1 6 3241 0 2.8333333333 7.625 1 5 1241 1 3.0555555556 7.375 1 5 2

241 0 4 4 0 5 3242 0 3.1666666667 6.75 1 7 1242 0 3 6 1 7 2242 1 3 7.125 4 7 3243 1 2.8888888889 7.625 0 6 1243 1 3.1111111111 7.375 0 6 2243 1 2.4444444444 7.375 0 6 3244 1 2.1111111111 7.75 2 0 1244 1 2.7222222222 7.75 2 0 2244 1 3 7.75 2 0 3245 0 3.7777777778 3.25 1 8 1245 0 4 2.375 3 8 2245 0 3.9444444444 1.625 0 8 3247 0 3.0555555556 6.25 0 7 1247 0 3.1666666667 4.125 0 7 2247 0 3.6111111111 4 0 7 3250 0 3.6666666667 6.625 0 9 1250 0 3.9444444444 3.75 1 9 2250 0 3.8888888889 2.75 0 9 3251 0 3.0555555556 6.875 1 8 1251 0 2.7777777778 6.625 2 8 2251 0 3.2222222222 7.125 0 8 3252 0 4 6.625 0 8 1252 0 3.7777777778 3.5 1 8 2252 0 3.8888888889 1.125 0 8 3

258 0 4 1 1 7 1258 0 4 1 0 7 2258 0 3.6666666667 1 0 7 3

8/6/2019 code_giga

42/112

261 0 3.5 6.75 0 9 1261 0 3.9444444444 2.25 0 9 2261 0 4 2.25 3 9 3262 1 3.4444444444 6.125 0 9 1262 1 3.6666666667 2.875 1 9 2262 1 3.5555555556 2.5 3 9 3266 1 3.0555555556 7.25 1 7 1

266 0 3.1666666667 5.375 0 7 2266 0 3.2777777778 2.75 0 7 3267 1 2.2222222222 7 2 9 1267 1 2.8333333333 5.375 1 9 2267 0 3.6111111111 6 0 9 3268 1 2.7222222222 7.75 0 8 1268 1 3 6.75 2 8 2268 0 2.5555555556 7.75 2 8 3269 0 3.2222222222 4.625 0 9 1269 0 3.0555555556 4.625 1 9 2269 0 2.9444444444 5 0 9 3271 1 3.6666666667 5.625 0 8 1

271 0 3.7777777778 1.125 0 8 2271 0 3.8333333333 1 0 8 3272 1 2.7777777778 7.25 2 8 1272 1 2.8333333333 7.375 2 8 2272 0 2.7777777778 7.375 2 8 3273 1 2.3333333333 7.875 1 4 1273 1 2.2777777778 7.625 2 4 2273 1 2.7222222222 6.625 1 4 3275 0 3.6666666667 6.5 0 5 1275 1 3.5555555556 2.125 0 5 2275 0 3.4444444444 2.625 0 5 3276 0 3.9444444444 7.5 3 7 1276 0 3.8888888889 7.25 1 7 2

276 0 4 1.25 0 7 3277 1 3.4444444444 7.25 1 7 1277 0 3.6666666667 6.25 0 7 2277 0 3.9444444444 5.625 1 7 3279 1 3.2777777778 6.625 0 3 1279 0 3.6111111111 5.375 0 3 2279 0 3.3333333333 5.875 1 3 3281 0 3.1111111111 6.5 0 6 1281 0 3.2777777778 3.5 0 6 2281 0 3.4444444444 6.375 0 6 3283 0 3.8888888889 4.875 1 6 1283 0 4 2.5 1 6 2283 0 3.7222222222 5.125 2 6 3284 1 2.7777777778 6.75 1 4 1284 1 2.3888888889 6 1 4 2284 0 2.9444444444 4 4 4 3288 0 3.3333333333 7 2 9 1288 0 3.5 5.375 0 9 2288 0 3.5555555556 5.5 0 9 3289 0 3.2777777778 5.75 0 8 1289 0 3.8888888889 4.625 0 8 2289 0 4 1 1 8 3290 0 3.8888888889 6.125 0 8 1290 0 3.8888888889 2.375 0 8 2290 0 4 1 0 8 3

292 0 3.5555555556 7.375 0 8 1292 0 4 1.125 0 8 2292 0 4 3.625 0 8 3

8/6/2019 code_giga

43/112

293 1 3.0555555556 7.75 1 9 1293 1 3.1111111111 7.125 0 9 2293 0 3.6111111111 2.875 2 9 3294 0 3.2777777778 6.5 0 8 1294 0 3.4444444444 5.625 0 8 2294 0 3.5 6.25 0 8 3295 0 3.4444444444 7.5 1 9 1

295 1 3.6666666667 6.875 1 9 2295 0 3.2777777778 3.625 1 9 3296 0 2.2777777778 8.875 0 9 1296 0 3.5 7.75 0 9 2296 0 2.6666666667 6.625 0 9 3297 1 2.5 7.25 1 9 1297 0 3 7.75 3 9 2297 1 3.3333333333 4.125 0 9 3299 0 3.7777777778 7.125 1 8 1299 0 3.7222222222 4.875 0 8 2299 0 3.6666666667 6.125 2 8 3300 1 3.7777777778 6.875 0 9 1

300 1 3.9444444444 5.125 0 9 2300 1 3.8888888889 3.75 1 9 3301 1 3.5 7.375 2 4 1301 0 3.8333333333 7.25 1 4 2301 0 3.6666666667 7.75 0 4 3302 1 3.1666666667 7.375 2 5 1302 0 3.2222222222 7.75 0 5 2302 1 3.3333333333 5.875 3 5 3303 0 4 1.375 0 9 1303 0 4 1.375 0 9 2303 0 4 1.25 0 9 3304 0 4 3.5 1 9 1304 0 3.8888888889 1.5 0 9 2

304 0 4 1.5 2 9 3305 0 3.4444444444 6.5 0 9 1305 0 3.2777777778 3.75 0 9 2305 0 3.6111111111 5.375 0 9 3306 1 2.6111111111 7.25 2 9 1306 0 2.4444444444 7.5 0 9 2306 0 3.0555555556 6.625 0 9 3309 0 2.7222222222 6.375 2 4 1309 0 3.3333333333 6.25 1 4 2309 1 3.3888888889 7.25 1 4 3310 1 3.2777777778 6.75 0 6 1310 1 3.7777777778 4.375 0 6 2310 0 3.9444444444 7.125 1 6 3311 1 3.7222222222 5.875 0 7 1311 0 3.5555555556 6.625 0 7 2311 0 3.5555555556 2.375 0 7 3312 0 2.7777777778 5.5 0 0 1312 1 3.2222222222 5.375 0 0 2312 1 2.7222222222 3.75 0 0 3314 1 3.5555555556 8.875 5 5 1314 1 3.8888888889 4.25 1 5 2314 1 4 1.875 3 5 3316 0 3.4444444444 6.625 1 9 1316 1 2.8888888889 5.375 1 9 2316 0 3.5555555556 5.75 0 9 3

317 0 3.6666666667 6.5 0 7 1317 0 3.7222222222 3.25 0 7 2317 0 3.9444444444 2.875 0 7 3

8/6/2019 code_giga

44/112

318 0 3.0555555556 6.25 1 8 1318 0 3.6666666667 5.875 2 8 2318 0 3.6111111111 6 0 8 3319 1 2.9444444444 7 0 2 1319 0 3.7222222222 2.625 0 2 2319 0 4 1.75 1 2 3320 0 3.8333333333 2.75 0 8 1

320 0 3.7222222222 2 0 8 2320 0 4 1.625 1 8 3321 0 3.3333333333 6 0 7 1321 0 3.7222222222 4.75 1 7 2321 0 3.8333333333 6.375 0 7 3323 0 3.1111111111 7.625 2 6 1323 1 3.0555555556 5.625 0 6 2323 1 2.8888888889 7.75 0 6 3325 0 2.8888888889 8.125 2 8 1325 0 3.4444444444 5.875 0 8 2325 0 3.5 2.875 1 8 3329 0 3.5555555556 6.75 0 9 1

329 1 3.6666666667 5 0 9 2329 1 3.4444444444 7.5 0 9 3331 1 2.5 7.125 2 4 1331 1 2.8333333333 6.125 0 4 2331 0 3.8333333333 3 1 4 3332 0 2.8888888889 5.875 1 8 1332 1 3.0555555556 7.25 1 8 2332 0 3.1111111111 4.75 0 8 3334 0 3.7222222222 5.5 2 6 1334 0 3.4444444444 4.25 3 6 2334 0 3.5555555556 5.75 0 6 3337 0 3.7222222222 3.5 0 8 1337 0 4 1.625 0 8 2

337 0 4 1.125 0 8 3338 0 3.8888888889 5.875 2 9 1338 0 3.5555555556 6.625 0 9 2338 0 3.3333333333 6.625 1 9 3339 1 3.1111111111 7.125 1 6 1339 1 2.8888888889 5.625 1 6 2339 1 3 6.125 2 6 3340 0 3.6111111111 6.125 1 7 1340 1 3.6111111111 6 0 7 2340 0 3.4444444444 5.5 0 7 3343 1 3.5 6.875 2 7 1343 0 3.1111111111 4.75 0 7 2343 0 3.6666666667 4 1 7 3344 1 3.7222222222 6.25 1 8 1344 1 3.7777777778 3.125 1 8 2344 0 3.7222222222 4.625 0 8 3345 0 4 3.875 1 9 1345 0 4 2.125 1 9 2345 0 4 1 0 9 3346 1 3.2777777778 7.75 1 3 1346 1 3.5 7.75 0 3 2346 1 2.6111111111 7.75 1 3 3348 0 3 6.625 2 8 1348 0 3.3333333333 7 1 8 2348 0 3.5555555556 7.125 1 8 3

349 1 3.5 5 1 7 1349 0 3.9444444444 4.625 0 7 2349 0 4 4.5 0 7 3

8/6/2019 code_giga

45/112

350 1 2.6111111111 7.75 3 1 1350 1 2.8333333333 5.875 1 1 2350 1 3.2777777778 6.5 1 1 3351 0 3.7777777778 3 0 9 1351 0 4 1 0 9 2351 0 3.7777777778 1 0 9 3354 1 3.2777777778 6.25 1 9 1

354 1 3.2777777778 3.625 1 9 2354 0 3.4444444444 2.625 0 9 3356 0 2.7222222222 8.125 1 1 1356 1 2.8888888889 8.25 0 1 2356 0 2.7222222222 7.75 0 1 3360 0 3.4444444444 9.5 1 8 1360 0 3.5555555556 7.75 0 8 2360 0 3.5 5.375 2 8 3364 0 2.6666666667 6.125 1 6 1364 0 3.6111111111 5.75 1 6 2364 0 4 3.125 2 6 3365 0 3.5555555556 5.875 0 8 1

365 0 3.5555555556 3.5 0 8 2365 0 3.6111111111 4.75 0 8 3366 1 3.4444444444 7.25 0 9 1366 0 3.4444444444 6.5 1 9 2366 0 3.1666666667 3.75 0 9 3368 0 3.5 4.5 0 9 1368 0 3.9444444444 3.25 0 9 2368 0 4 1 0 9 3369 1 3.5 6.625 3 9 1369 0 3.1666666667 6.375 2 9 2369 0 3.5 7.75 2 9 3371 0 3 7.375 2 9 1371 0 3.6111111111 7.75 5 9 2

371 0 3.6666666667 7.125 3 9 3372 0 2.7777777778 6.5 2 9 1372 0 3.0555555556 6.5 1 9 2372 0 2.3888888889 6.25 1 9 3373 0 3.2777777778 7.25 0 8 1373 1 3.2222222222 6.625 1 8 2373 1 3.7222222222 5.125 2 8 3374 0 2.9444444444 7.375 2 3 1374 0 3.5555555556 6.75 1 3 2374 0 3.3888888889 5.625 0 3 3375 0 2.2777777778 7.5 1 9 1375 0 3 5.125 0 9 2375 0 3.2222222222 7.375 0 9 3377 0 3.4444444444 7.625 3 8 1377 0 3.7777777778 7.125 1 8 2377 0 3.7777777778 7.625 1 8 3378 1 2.7222222222 6.25 1 9 1378 0 2.8333333333 3.625 1 9 2378 0 3.2222222222 2 1 9 3379 0 2.8888888889 2.25 0 7 1379 0 3.6111111111 2.25 1 7 2379 0 3.2777777778 4.25 0 7 3380 0 3.2222222222 4.5 1 9 1380 0 2.9444444444 2.375 2 9 2380 0 3.5 3.5 2 9 3

382 1 2.6111111111 7.75 0 9 1382 0 3.2222222222 7.125 0 9 2382 0 3.7222222222 7.75 1 9 3

8/6/2019 code_giga

46/112

383 1 2.5555555556 7.375 1 3 1383 1 3.0555555556 5.625 0 3 2383 0 3.5555555556 5.5 0 3 3386 1 3.5 5.875 3 8 1386 1 3.8333333333 4.75 4 8 2386 0 4 1 2 8 3387 0 2.8888888889 7.75 1 0 1

387 0 3 5 0 0 2387 0 3.5 1 1 0 3392 0 2.9444444444 6.25 1 8 1392 0 2.7777777778 3.375 1 8 2392 1 2.9444444444 5.875 1 8 3393 1 2.9444444444 9.25 0 3 1393 1 3.6666666667 8.875 1 3 2393 1 3.2222222222 7.375 2 3 3394 0 2.7777777778 7.75 0 9 1394 0 3.0555555556 5.625 0 9 2394 1 2.4444444444 7.25 0 9 3395 0 3.3888888889 6.375 0 8 1

395 0 3.8333333333 5.5 2 8 2395 0 3.5555555556 5.25 1 8 3397 1 2.9444444444 8.375 2 6 1397 1 3.7222222222 7 0 6 2397 1 3.5555555556 7.125 0 6 3398 1 3.3333333333 7.125 0 7 1398 1 3.6111111111 5.125 0 7 2398 1 3.6666666667 2.625 0 7 3399 0 3.3888888889 4.875 1 8 1399 0 3.5 5 1 8 2399 0 3.7777777778 4.125 0 8 3401 1 3.1666666667 7.5 0 8 1401 0 3.2222222222 5.375 0 8 2

401 0 3 7.125 1 8 3402 1 3 6 0 9 1402 0 3.5 7.5 0 9 2402 0 3.5555555556 6.5 0 9 3404 0 3.9444444444 3.625 1 8 1404 0 3.9444444444 3.625 0 8 2404 0 4 1.25 0 8 3406 0 3.4444444444 6.5 1 9 1406 0 3.5555555556 6.125 1 9 2406 0 3.8888888889 2.375 0 9 3409 0 3.8888888889 2.625 0 9 1409 0 4 2.125 0 9 2409 0 3.6666666667 1.375 0 9 3410 1 3.3888888889 7.75 0 5 1410 0 3.0555555556 7.75 0 5 2410 0 3.2777777778 7.75 0 5 3411 0 3.3333333333 8 1 5 1411 1 3.6111111111 7.375 0 5 2411 0 2.8888888889 7.75 0 5 3414 0 3.2222222222 5.875 0 5 1414 0 3.6111111111 6.125 0 5 2414 0 3.9444444444 6.625 1 5 3415 0 3.7777777778 6.25 0 9 1415 0 3.9444444444 2.625 0 9 2415 0 3.4444444444 2.875 0 9 3

418 0 3.7222222222 5.75 0 6 1418 0 3.2222222222 5.875 0 6 2418 0 3.6666666667 5.25 0 6 3

8/6/2019 code_giga

47/112

419 0 3.6111111111 6.5 0 8 1419 0 4 1.75 0 8 2419 0 4 4 0 8 3420 1 3.5 6.625 0 2 1420 1 2.7222222222 6.125 1 2 2420 1 3.3888888889 6 0 2 3423 0 3.9444444444 6.125 0 8 1

423 0 4 3.5 0 8 2423 0 4 2.5 0 8 3424 1 3.6666666667 7 1 6 1424 1 3.6666666667 5.375 0 6 2424 1 3.6666666667 5.875 1 6 3425 1 3.3333333333 7.75 1 7 1425 1 3.3333333333 7.75 0 7 2425 1 3.5555555556 6.25 1 7 3428 0 2.8333333333 5.625 0 8 1428 0 3.1666666667 6.875 0 8 2428 0 2.6111111111 7.75 1 8 3434 1 3.3333333333 5.875 0 9 1

434 0 3.8333333333 7.375 0 9 2434 0 4 6.625 1 9 3435 0 3.5555555556 4.5 0 6 1435 0 3.4444444444 2.375 2 6 2435 0 3.5555555556 3.625 0 6 3437 1 3.1111111111 7.75 1 9 1437 1 2.3333333333 8.875 0 9 2437 1 2.3333333333 7.75 1 9 3438 0 3.5555555556 5.375 0 9 1438 0 3.6111111111 6.125 0 9 2438 0 4 4.5 0 9 3441 1 3.2777777778 6.625 0 6 1441 1 3.6666666667 6.75 0 6 2

441 1 3.2777777778 6.875 1 6 3443 1 3.5 7.625 3 8 1443 0 3.6111111111 2.125 2 8 2443 0 3.5 4.125 0 8 3445 0 3.3333333333 8.875 0 4 1445 1 3.7222222222 7.75 2 4 2445 1 3.3333333333 2.5 3 4 3447 1 2.6666666667 7.25 2 3 1447 1 2.9444444444 4.5 0 3 2447 1 2.7777777778 2.375 1 3 3448 0 3.2777777778 7.75 0 9 1448 0 3.9444444444 6.125 0 9 2448 0 3.7222222222 4.875 0 9 3450 1 3.4444444444 7.375 1 8 1450 1 3.2777777778 7.25 0 8 2450 0 2.6666666667 7.625 1 8 3451 0 3.6666666667 7.75 1 9 1451 1 2.9444444444 7 1 9 2451 1 3.1666666667 3.875 0 9 3453 1 3.3888888889 7.5 0 8 1453 0 3.4444444444 6.125 0 8 2453 0 3.6666666667 5.5 0 8 3454 0 2.6666666667 7.75 2 6 1454 0 3 5 1 6 2454 0 3.1666666667 6.5 0 6 3

457 1 2.1111111111 6.625 2 6 1457 1 2.7777777778 6.5 1 6 2457 1 2.8888888889 6.625 1 6 3

8/6/2019 code_giga

48/112

459 0 3.4444444444 5.75 1 3 1459 0 3.1111111111 6.75 2 3 2459 0 3.5 2 1 3 3460 1 2.6111111111 7.5 2 9 1460 1 3.1666666667 3.875 1 9 2460 1 3.5 2.625 2 9 3461 1 3.2222222222 7.625 0 7 1

461 0 3.7222222222 7.25 0 7 2461 0 3.8888888889 3 0 7 3462 1 3.6111111111 6.625 1 6 1462 1 2.8333333333 7.75 3 6 2462 1 2.5555555556 6.875 0 6 3463 1 2.7777777778 8 0 7 1463 1 2.5555555556 5.625 0 7 2463 1 3.6111111111 5 0 7 3464 0 2.9444444444 6.375 0 7 1464 0 2.5555555556 7.75 1 7 2464 0 2.9444444444 6.875 0 7 3468 0 2.9444444444 3.75 3 7 1

468 1 3.3888888889 3.125 0 7 2468 0 3.7222222222 2.5 2 7 3469 1 3.5 6.75 0 8 1469 0 3.8888888889 5.125 1 8 2469 0 4 6.25 1 8 3470 0 3.2777777778 7 1 5 1470 0 3.1666666667 4.5 0 5 2470 0 3.3888888889 5.125 2 5 3471 1 2.9444444444 6.25 1 8 1471 0 3.7222222222 6.375 1 8 2471 1 3.2222222222 5 1 8 3473 0 3.5 7.75 0 7 1473 0 3.7222222222 6.5 1 7 2

473 0 3.5 7.5 0 7 3474 1 3.1111111111 7.25 0 9 1474 0 3.1111111111 7.75 2 9 2474 0 3.6666666667 1 1 9 3482 1 3.1666666667 6.625 0 4 1482 0 3 7.25 0 4 2482 1 3.1666666667 7.625 1 4 3487 0 3.3888888889 7.75 0 8 1487 0 3.5555555556 6.875 0 8 2487 0 3.6111111111 3.75 2 8 3488 0 3.5555555556 6 1 6 1488 0 3 6 3 6 2488 0 3.6666666667 1.75 2 6 3490 0 3.5555555556 7.375 1 9 1490 0 3.7222222222 1.625 1 9 2490 0 3.7777777778 1 0 9 3491 0 3.1111111111 5.75 0 9 1491 0 3.8888888889 6.5 1 9 2491 0 3.3888888889 2.625 0 9 3492 0 3.2777777778 7.375 0 7 1492 1 3.6111111111 6.375 0 7 2492 0 3.7222222222 2.875 1 7 3493 0 3.3333333333 6.875 1 9 1493 0 3.4444444444 7 0 9 2493 0 3.7777777778 5 0 9 3

495 0 3.3333333333 6.75 0 7 1495 0 3.3333333333 7.125 1 7 2495 0 3.2777777778 6.25 0 7 3

8/6/2019 code_giga

49/112

496 1 1.8333333333 6.75 2 6 1496 1 2.5 6.75 0 6 2496 0 3.6666666667 6.875 0 6 3497 0 3.8333333333 1.25 1 9 1497 0 3.8888888889 1.375 0 9 2497 0 4 1 2 9 3499 1 3.0555555556 6.75 0 5 1

499 0 3.3333333333 6.625 1 5 2499 1 3.6666666667 5.75 0 5 3505 1 3.3888888889 7 0 9 1505 0 3.5 6.125 0 9 2505 0 3.0555555556 3.5 0 9 3506 0 3.7222222222 4.75 1 9 1506 0 3.3333333333 2 1 9 2506 0 3.5555555556 4.125 2 9 3510 0 2.9444444444 4.875 3 7 1510 1 2.7777777778 6.5 3 7 2510 1 3.3888888889 3.875 2 7 3514 1 3.0555555556 4.875 1 6 1

514 0 3.4444444444 1.375 1 6 2514 0 2.9444444444 1.75 3 6 3518 0 3.3333333333 8 0 5 1518 1 3.5555555556 7 0 5 2518 0 3.3888888889 6.375 0 5 3520 0 4 2.25 0 9 1520 0 4 2.25 0 9 2520 0 4 3.125 1 9 3522 1 3.1111111111 7.125 5 3 1522 0 3.2777777778 6.625 0 3 2522 0 2.7222222222 5.75 1 3 3523 1 2.9444444444 6.75 0 2 1523 0 3.3333333333 7 1 2 2

523 0 3.3333333333 5.25 0 2 3529 1 2.5555555556 7.75 2 4 1529 1 2.7222222222 7.375 0 4 2529 1 3.3888888889 7.75 1 4 3531 0 3.8888888889 4.125 0 7 1531 0 4 3.25 1 7 2531 0 3.7777777778 2.25 1 7 3532 0 3.7777777778 5.875 0 9 1532 0 4 5.375 0 9 2532 0 4 3.125 0 9 3536 1 2.4444444444 6.875 0 6 1536 0 2.5555555556 5.875 0 6 2536 1 3.5555555556 7.25 0 6 3538 0 3.6111111111 6.5 0 8 1538 0 3.1111111111 4.375 0 8 2538 0 3.3888888889 4.125 0 8 3539 0 2.3888888889 7.875 1 7 1539 0 2.8888888889 6.75 0 7 2539 0 3.0555555556 6.5 2 7 3545 1 3.3333333333 7.5 0 9 1545 1 4 5.125 0 9 2545 1 2.8333333333 6.125 1 9 3551 0 2.9444444444 6.125 0 9 1551 0 3.2222222222 7.125 0 9 2551 0 3.3888888889 2.625 0 9 3

554 0 2.7777777778 9.75 1 7 1554 1 3.6666666667 8.75 0 7 2554 1 3.2222222222 9.25 2 7 3

8/6/2019 code_giga

50/112

557 1 2.4444444444 7.75 0 9 1557 1 3.0555555556 7.75 0 9 2557 0 2.7222222222 6.375 2 9 3558 1 3.3888888889 7.75 2 8 1558 0 3.6111111111 7.25 1 8 2558 0 3.6111111111 2.625 0 8 3559 0 3.1111111111 5.125 0 8 1

559 0 3.2222222222 5.625 0 8 2559 1 3.0555555556 6.75 5 8 3561 0 3.6111111111 6.5 0 9 1561 0 4 7.125 0 9 2561 0 3.7777777778 6.625 0 9 3562 1 3.3888888889 9.25 0 9 1562 1 3.7222222222 6.625 0 9 2562 1 3.9444444444 4.125 1 9 3564 0 3.1111111111 8.875 0 7 1564 0 3.2777777778 7.125 1 7 2564 0 3.7222222222 6.375 0 7 3565 0 3.1111111111 4.5 0 6 1

565 0 3.3333333333 3.25 1 6 2565 0 3.0555555556 1.875 0 6 3566 1 2.8333333333 5.875 1 5 1566 0 3.2777777778 5 0 5 2566 0 3.2222222222 5.25 1 5 3567 0 3.7777777778 5 0 8 1567 0 3.7777777778 3.625 1 8 2567 0 3.5555555556 2.5 1 8 3568 1 3.3888888889 7 3 5 1568 1 3.4444444444 3.125 1 5 2568 1 3.1666666667 6.875 5 5 3569 1 3.8888888889 7.5 2 9 1569 0 3.9444444444 7.75 0 9 2

569 0 3.5 7.5 2 9 3570 0 3.7222222222 2.75 0 7 1570 0 3.8888888889 2.25 0 7 2570 0 3.6666666667 1.25 0 7 3571 0 3.5555555556 3 0 7 1571 0 2.9444444444 1.875 0 7 2571 0 3.5 2.75 0 7 3;

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


data postdoc;input pdoc age mar doc und ag arts cits docid;datalines;0 29 1 362 7 0 1 2 14021 32 1 210 6 0 1 4 12501 26 1 359 6 0 0 1 13990 25 1 181 3 0 0 1 12211 30 1 429 7 0 0 1 1469

1 28 1 359 6 0 1 0 13991 30 1 210 4 0 0 0 12501 40 1 347 4 0 0 0 1387

8/6/2019 code_giga

51/112

0 30 1 210 5 0 1 2 12501 28 1 359 7 0 5 32 13990 29 1 447 4 0 0 0 14871 28 1 276 5 0 1 0 13160 41 1 261 3 0 0 0 13011 27 1 226 7 0 0 1 12661 35 1 359 6 0 0 1 1399

1 30 0 341 5 0 7 16 13810 28 0 226 1 0 1 1 12661 28 1 429 4 0 3 3 14690 27 0 359 3 0 0 0 13991 27 0 205 4 0 0 0 12451 27 0 276 5 0 0 0 13160 37 1 347 7 0 1 2 13871 26 1 210 7 0 1 4 12500 34 1 236 5 0 0 1 12760 35 0 359 5 0 0 1 13991 31 0 341 7 0 3 7 13811 27 0 214 6 0 0 0 1254

1 37 1 250 5 0 2 2 12901 26 1 261 7 0 2 7 13010 27 1 181 5 0 0 1 12211 27 1 226 4 0 0 0 12661 27 1 362 6 0 0 1 14021 30 1 347 4 0 1 2 13870 30 1 359 9 0 0 1 13990 25 0 181 3 0 1 5 12211 29 1 429 5 0 0 1 14690 25 1 210 5 0 0 1 12500 29 1 215 6 0 0 0 12550 41 1 226 4 0 0 1 12661 31 1 359 5 0 0 1 1399

1 29 1 341 7 0 0 0 13811 26 0 359 4 0 1 1 13990 34 1 362 4 0 3 0 14021 31 1 210 5 0 0 0 12500 29 1 226 6 0 1 0 12661 26 1 276 4 0 2 0 13160 32 1 261 4 0 0 1 13011 27 1 347 6 0 0 0 13870 36 1 276 5 0 0 0 13160 25 0 210 7 0 0 1 12501 29 1 462 7 0 1 22 15021 30 1 454 6 0 1 0 14941 33 1 252 6 0 0 0 12921 27 1 454 7 0 2 1 14940 26 1 254 6 0 0 0 12940 35 1 198 5 0 1 0 12381 32 1 454 4 0 0 1 14940 28 0 336 6 0 0 0 13761 27 0 340 8 0 0 0 13800 37 1 186 3 0 1 16 12261 28 1 462 8 0 0 1 15020 26 1 414 7 0 1 0 14541 25 1 414 7 0 1 7 14541 30 1 283 7 0 2 7 13230 26 1 255 5 0 1 0 1295

1 27 1 462 7 0 1 37 15020 34 1 200 3 0 0 1 12400 33 1 198 5 0 0 0 1238

8/6/2019 code_giga

52/112

1 28 1 0 2 0 1 1 10400 35 1 286 5 0 0 0 13261 28 1 354 6 0 2 27 13940 28 0 340 8 0 0 0 13801 27 1 462 4 0 0 0 15020 31 1 283 3 0 2 27 13230 27 1 254 4 0 0 1 1294

1 27 0 287 6 0 1 2 13270 36 0 186 4 0 1 0 12260 27 1 392 3 0 1 2 14320 36 1 369 7 0 1 20 14090 28 1 336 7 0 2 1 13760 31 1 286 4 0 3 8 13260 42 0 454 6 0 0 0 14941 27 1 462 7 0 0 1 15021 25 0 340 6 0 0 1 13800 38 0 283 6 0 1 5 13231 25 1 258 7 0 4 2 12980 26 1 425 7 0 2 5 1465

0 36 1 369 6 0 2 9 14090 33 1 340 4 0 0 1 13801 29 1 454 7 0 0 1 14941 26 0 287 6 0 2 1 13270 29 1 258 7 0 0 1 12980 25 0 425 7 0 1 4 14651 28 1 392 7 0 0 0 14321 27 1 336 4 0 1 5 13761 31 1 232 4 0 0 0 12720 25 1 454 5 0 0 0 14941 31 1 336 5 0 0 0 13761 29 1 392 4 0 0 1 14321 25 0 392 7 0 0 1 1432

0 25 0 336 7 0 1 10 13761 31 0 178 6 0 0 1 12181 31 1 354 6 0 1 0 13941 25 0 392 6 0 0 1 14320 29 1 232 5 0 1 2 12720 39 0 309 4 0 1 0 13491 24 1 258 3 0 0 1 12981 27 0 340 5 0 3 5 13801 29 1 287 5 0 2 2 13270 29 1 462 7 0 2 9 15020 32 1 186 4 0 2 16 12261 32 1 122 3 0 0 1 11621 27 1 251 5 0 3 5 12911 30 1 251 3 0 3 7 12910 36 1 369 7 0 1 5 14090 27 1 178 7 0 1 1 12181 41 1 462 5 0 2 25 15021 29 1 122 4 0 1 0 11621 28 0 369 5 0 3 10 14090 33 0 212 5 0 0 1 12520 33 1 252 4 0 2 1 12920 33 1 232 5 0 0 1 12720 31 1 340 5 0 0 1 13801 29 1 462 7 0 1 2 15021 26 1 354 7 0 1 2 1394

0 30 1 198 4 0 0 0 12380 29 1 340 5 0 0 1 13801 28 0 392 3 0 0 0 1432

8/6/2019 code_giga

53/112

1 32 1 454 6 0 2 14 14941 29 0 454 6 0 2 7 14941 28 1 198 4 0 0 0 12381 26 1 454 4 0 1 0 14941 25 0 354 6 0 3 6 13940 36 1 392 7 0 0 1 14321 27 1 462 7 0 1 1 1502

1 26 1 392 1 0 3 5 14321 35 1 232 4 0 0 0 12720 31 1 286 5 0 1 5 13261 27 1 195 6 0 1 5 12351 30 0 392 8 0 0 1 14320 30 0 287 7 0 1 3 13271 32 1 369 5 0 2 10 14091 33 1 369 7 0 0 0 14090 32 1 195 4 0 1 1 12351 25 0 336 7 0 3 5 13760 27 1 232 4 0 0 1 12721 28 1 369 6 0 2 2 1409

1 32 1 321 6 0 0 1 13611 26 1 336 7 0 0 1 13760 33 1 232 5 0 1 3 12720 31 1 212 3 0 0 0 12521 35 1 454 4 0 0 1 14941 34 1 232 5 0 0 1 12721 33 1 254 5 0 3 5 12940 33 1 286 5 0 0 0 13260 28 1 347 3 0 0 0 13871 26 1 462 3 0 0 1 15021 32 1 287 3 0 3 12 13271 31 1 232 3 0 0 0 12720 26 1 186 6 0 5 7 1226

1 27 1 195 5 0 1 0 12350 42 1 232 5 0 0 1 12720 33 1 425 5 0 1 5 14651 26 0 197 4 0 2 1 12370 25 1 186 8 0 15 74 12261 34 1 369 5 0 0 0 14091 30 1 454 5 0 0 0 14941 31 1 354 5 0 1 4 13941 28 1 454 8 0 0 0 14941 29 1 336 5 0 0 0 13760 31 1 256 4 0 1 20 12961 27 1 163 5 0 1 2 12031 34 1 163 4 0 1 0 12031 28 0 296 4 0 0 1 13361 31 1 454 6 0 1 2 14940 27 1 221 0 0 0 1 12610 31 0 0 5 0 2 15 10401 37 1 454 2 0 1 1 14940 33 1 221 6 0 0 1 12610 29 1 221 6 0 0 0 12610 33 0 454 6 0 0 1 14941 30 1 454 6 0 0 0 14940 28 1 221 6 0 3 12 12610 41 1 221 7 0 0 0 12610 30 1 454 6 0 2 3 1494

1 27 0 454 6 0 4 4 14941 30 1 176 3 0 1 0 12161 28 0 391 7 0 0 7 1431

8/6/2019 code_giga

54/112

1 37 1 348 7 0 0 1 13880 41 1 189 0 0 0 0 12291 29 1 373 6 0 0 1 14131 31 1 168 7 0 0 1 12081 32 1 296 4 0 2 10 13360 30 1 0 7 0 0 0 10400 26 1 213 5 0 0 1 1253

1 28 1 0 5 0 0 1 10401 28 1 286 5 0 0 1 13260 28 1 237 7 0 0 1 12770 33 1 449 4 0 1 0 14890 28 1 391 8 0 3 23 14310 27 1 237 4 0 1 1 12770 27 0 436 4 0 0 1 14761 30 1 183 4 0 0 3 12230 33 0 237 5 0 0 1 12771 39 1 183 7 0 2 11 12230 26 1 391 7 0 4 23 14311 35 1 0 7 0 0 0 1040

0 27 1 183 0 0 0 1 12230 29 1 237 5 0 0 1 12770 28 1 237 5 0 0 1 12771 30 1 335 4 0 0 1 13750 29 1 348 5 0 4 7 13880 28 1 366 6 0 0 2 14061 26 1 346 6 0 0 1 13861 26 1 349 7 0 0 1 13890 28 1 449 7 0 0 1 14891 32 1 130 4 0 0 4 11700 30 1 449 4 0 7 15 14891 29 1 173 4 0 0 2 12131 28 0 335 4 0 0 1 1375

0 26 1 183 5 0 0 0 12230 41 1 0 4 0 0 0 10401 29 1 449 7 0 1 3 14891 28 1 373 5 0 1 10 14131 27 1 166 9 0 0 1 12060 26 1 237 5 0 0 1 12770 31 1 206 7 0 0 1 12460 27 1 249 4 0 1 12 12891 26 1 449 7 0 0 1 14891 36 0 346 7 0 1 7 13860 29 1 180 3 0 0 0 12201 30 1 286 4 0 0 0 13260 33 1 348 8 0 3 20 13881 29 1 189 8 0 1 0 12291 32 1 286 5 0 0 1 13261 0 1 335 5 0 1 10 13751 25 1 373 7 0 0 1 14130 27 1 373 3 0 0 0 14130 26 0 373 7 0 0 1 14131 31 1 166 1 0 0 1 12061 30 1 166 3 0 0 0 12061 27 1 373 7 0 0 1 14131 27 1 206 6 0 0 0 12460 36 1 307 3 0 0 4 13470 31 1 391 4 0 0 0 1431

0 31 1 168 8 0 0 1 12080 27 1 286 8 0 0 1 13260 28 1 286 2 0 1 3 1326

8/6/2019 code_giga

55/112

1 27 0 436 2 0 0 1 14760 27 1 286 5 0 0 1 13261 26 1 335 4 0 1 0 13751 28 1 296 6 0 0 0 13360 32 1 215 5 0 0 0 12550 30 0 183 5 0 0 1 12230 0 1 176 5 0 0 4 1216

0 45 1 0 5 0 0 1 10401 31 1 0 5 0 1 11 10401 0 1 349 4 0 0 3 13890 28 1 237 5 0 0 1 12770 37 1 189 4 0 0 0 12291 30 1 189 5 0 0 0 12291 28 1 449 7 0 0 1 14890 23 1 214 6 0 0 0 12541 27 1 213 5 0 0 1 12531 26 1 335 7 0 0 3 13750 34 1 307 1 0 0 3 13470 33 1 449 7 0 2 8 1489

1 28 1 168 5 0 0 1 12080 33 1 286 1 0 1 1 13261 26 1 449 5 0 1 1 14890 27 1 286 5 0 0 1 13261 29 0 477 6 0 2 3 15170 30 1 260 3 0 1 1 13001 26 1 202 4 0 0 2 12420 32 1 196 7 0 1 1 12361 28 1 238 5 0 0 1 12781 33 1 477 5 0 0 0 15171 27 0 429 7 0 0 0 14691 28 1 260 4 0 0 1 13001 29 1 229 7 0 0 1 1269

1 26 1 322 5 0 2 11 13621 32 1 466 6 0 1 7 15060 37 1 196 6 0 2 7 12361 35 1 229 5 0 0 1 12690 33 1 256 5 0 0 1 12961 34 1 188 4 0 0 3 12280 27 0 429 6 0 0 0 14691 33 1 413 5 0 3 32 14531 31 1 477 7 0 2 1 15171 28 1 334 6 0 0 1 13741 27 0 477 7 0 0 3 15170 27 1 344 5 0 0 0 13841 29 0 334 7 0 2 0 13741 28 1 379 6 0 0 3 14191 26 1 250 3 0 0 0 12900 42 1 238 5 0 0 1 12780 31 1 238 5 0 0 0 12781 33 1 94 6 0 0 1 11341 29 1 466 5 0 0 1 15060 30 1 466 3 0 0 1 15061 37 0 250 2 0 0 0 12901 28 1 360 5 0 0 0 14001 31 1 313 4 0 0 1 13531 36 1 466 4 0 3 16 15061 28 1 254 7 0 0 1 1294

1 26 0 379 5 0 1 3 14191 27 1 256 9 0 0 0 12961 36 1 334 9 0 0 1 1374

8/6/2019 code_giga

56/112

0 29 1 173 5 0 11 33 12130 27 1 293 5 0 0 1 13331 26 1 477 7 0 0 0 15171 27 1 413 7 0 3 57 14531 30 1 293 7 0 3 8 13330 29 1 188 5 0 0 0 12281 32 1 317 4 0 1 3 1357

1 28 1 360 7 0 0 1 14000 31 1 466 7 0 0 1 15060 28 1 173 5 0 6 37 12131 32 1 380 7 0 0 1 14201 29 1 250 3 0 0 1 12901 26 1 229 6 0 0 1 12690 27 1 334 7 0 3 37 13740 30 1 196 6 0 0 0 12360 39 1 140 1 0 0 1 11801 33 1 229 5 0 0 1 12690 28 1 429 4 0 0 0 14691 26 0 293 5 0 6 20 1333

1 29 0 291 5 0 2 0 13311 27 1 322 5 0 2 11 13620 47 1 140 3 0 0 0 11800 45 1 477 7 0 6 3 15171 26 0 466 4 0 0 0 15061 27 0 466 8 0 3 11 15061 28 1 256 4 0 0 3 12961 32 1 274 4 0 0 1 13140 37 1 132 4 0 0 1 11720 29 1 229 4 0 0 0 12691 33 1 389 5 0 0 1 14290 30 1 466 5 0 1 2 15060 36 1 140 5 0 0 0 1180

0 37 1 334 7 0 2 17 13741 28 1 202 4 0 0 1 12421 26 1 282 3 0 3 7 13221 29 1 173 1 0 2 5 12131 27 1 0 5 0 2 8 10401 32 1 477 4 0 0 0 15170 35 1 172 4 0 0 1 12121 30 1 466 4 0 0 32 15060 28 1 254 7 0 0 0 12941 26 0 344 7 0 0 3 13840 27 1 188 6 0 5 4 12281 26 0 360 4 0 0 1 14000 33 1 174 3 0 0 0 12141 31 1 334 8 0 0 7 13740 32 1 282 4 0 3 7 13220 29 1 254 8 0 0 0 12941 29 1 466 4 0 0 0 15061 27 1 379 5 0 1 0 14191 27 1 413 7 0 0 0 14531 28 1 250 3 0 0 1 12901 31 1 173 5 0 0 3 12131 33 1 477 7 0 0 0 15170 37 1 256 4 0 1 0 12961 30 1 256 3 0 0 1 12961 27 0 429 7 1 3 9 1469

0 26 1 429 5 1 2 15 14691 30 1 429 4 1 4 5 14690 25 1 429 4 1 10 30 1469

8/6/2019 code_giga

57/112

1 29 0 429 7 1 1 1 14691 26 1 429 6 1 0 0 14691 30 1 429 5 1 2 0 14690 25 1 210 4 1 0 1 12500 32 1 429 8 1 4 5 14690 27 1 429 5 1 0 0 14690 28 1 125 3 1 2 0 1165

0 33 1 429 5 1 2 0 14690 27 1 429 5 1 2 7 14691 25 1 319 5 1 0 0 13590 26 1 319 5 1 0 1 13591 36 1 429 5 1 2 5 14690 26 1 429 3 1 1 1 14690 32 1 210 5 1 0 1 12501 24 1 429 4 1 2 2 14690 29 1 276 5 1 0 0 13161 27 1 429 5 1 2 20 14690 31 1 250 4 1 0 0 12901 24 0 429 5 1 3 5 1469

0 31 1 429 5 1 0 1 14690 36 1 250 4 1 1 0 12901 30 1 429 3 1 0 0 14690 27 1 429 3 1 1 5 14691 29 0 429 3 1 0 0 14690 29 1 429 3 1 0 0 14690 28 1 429 5 1 0 0 14690 32 1 429 5 1 0 0 14690 34 0 429 5 1 0 0 14690 38 1 429 5 1 1 0 14690 27 1 429 3 1 0 0 14690 28 1 429 5 1 1 1 14691 37 0 429 8 1 0 0 1469

0 32 1 429 4 1 0 0 14691 27 1 429 5 1 2 5 14690 25 0 429 5 1 0 1 14690 27 1 429 5 1 0 1 14690 34 1 429 5 1 1 2 14690 31 0 429 4 1 0 0 14691 28 0 429 6 1 1 0 14690 34 1 429 8 1 0 0 14690 25 1 429 6 1 1 2 14691 30 1 429 5 1 1 1 14690 27 1 429 5 1 1 10 14690 25 1 429 7 1 0 0 14690 29 1 429 8 1 0 1 14690 30 1 429 4 1 0 0 14691 31 1 429 6 1 1 2 14691 31 1 429 6 1 0 0 14690 26 0 429 4 1 0 0 14690 33 1 210 4 1 0 1 12500 30 1 429 7 1 1 3 14690 31 1 429 5 1 1 2 14690 36 1 296 4 1 0 1 13360 28 1 296 7 1 0 1 13360 34 1 142 6 1 3 0 11821 25 1 200 5 1 1 7 12400 38 1 168 6 1 0 0 1208

0 28 1 200 6 1 1 2 12401 33 1 239 6 1 0 1 12790 27 1 286 5 1 1 1 1326

8/6/2019 code_giga

58/112

0 31 1 296 3 1 0 1 13360 29 1 168 1 1 5 3 12080 31 1 168 4 1 1 4 12080 27 1 200 5 1 1 5 12400 28 1 296 4 1 3 10 13361 27 1 176 7 1 2 15 12160 33 1 286 5 1 0 0 1326

1 28 1 176 4 1 0 1 12160 32 1 286 5 1 0 0 13260 27 1 340 5 1 0 0 13801 31 1 176 4 1 2 2 12160 33 1 454 5 1 0 0 14940 27 1 200 4 1 1 2 12400 35 1 296 5 1 0 0 13360 36 1 168 4 1 2 2 12080 41 1 286 2 1 1 0 13260 27 1 296 4 1 0 0 13360 29 1 296 0 1 0 0 13360 31 1 296 2 1 3 2 1336

0 31 1 286 4 1 0 1 13261 26 1 168 4 1 0 1 12081 38 1 152 3 1 1 0 11921 30 1 296 4 1 1 0 13360 32 1 239 5 1 3 4 12790 33 1 239 8 1 1 1 12790 28 1 296 6 1 2 15 13360 28 1 200 3 1 2 0 12401 30 1 340 4 1 1 1 13800 29 1 286 4 1 10 23 13261 36 0 286 5 1 0 1 13261 26 1 296 4 1 0 0 13361 26 0 296 5 1 0 1 1336

0 32 1 296 4 1 1 5 13360 31 1 296 4 1 2 0 13360 31 1 296 4 1 0 0 13360 35 1 296 5 1 0 0 13361 34 1 436 7 1 0 1 14760 30 1 436 7 1 0 1 14761 28 1 214 4 1 0 0 12540 32 1 436 8 1 0 1 14760 26 1 436 5 1 1 6 14760 28 1 0 7 1 0 0 10400 26 1 436 2 1 3 22 14760 27 1 436 4 1 2 1 14760 29 1 436 2 1 0 0 14760 26 1 436 5 1 1 0 14761 28 0 436 7 1 0 0 14761 26 0 436 4 1 0 0 14760 36 1 436 7 1 0 0 14760 26 1 436 5 1 0 1 14761 35 0 436 9 1 0 0 14761 26 1 436 7 1 0 1 14760 34 1 436 5 1 0 2 14761 28 1 392 5 1 1 1 14321 30 1 436 5 1 0 2 14760 29 1 436 4 1 0 2 14760 29 1 436 4 1 0 1 1476

0 32 1 214 4 1 0 1 12540 32 1 130 3 1 3 6 11700 34 1 237 5 1 0 0 1277

8/6/2019 code_giga

59/112

0 28 1 436 4 1 0 0 14761 27 0 436 4 1 0 1 14761 26 1 436 5 1 2 7 14760 40 1 180 8 1 7 3 12200 27 1 436 3 1 1 6 14760 30 1 436 3 1 0 1 14761 27 1 436 7 1 0 1 1476

0 28 0 436 5 1 2 3 14760 31 1 436 3 1 0 0 14760 27 1 436 4 1 0 1 14760 30 1 436 5 1 0 1 14760 32 1 237 5 1 0 1 12770 31 1 436 5 1 1 2 14761 26 1 436 3 1 0 0 14761 26 1 436 3 1 0 0 14760 27 1 436 4 1 0 0 14761 27 1 436 5 1 1 2 14760 26 1 436 5 1 0 0 14760 31 1 214 5 1 0 0 1254

1 28 1 392 4 1 1 5 14320 28 1 340 3 1 0 1 13800 34 1 217 4 1 0 1 12571 35 1 317 8 1 0 1 13571 31 1 333 7 1 2 4 13730 27 1 186 4 1 0 3 12261 40 1 249 5 1 0 0 12890 28 1 333 5 1 0 1 13731 32 1 317 5 1 0 1 13571 28 1 249 7 1 5 0 12891 27 1 333 4 1 4 0 13730 32 1 333 5 1 0 1 13731 26 1 340 6 1 0 1 1380

0 27 1 333 4 1 4 0 13730 30 1 333 5 1 1 1 13730 29 1 186 2 1 0 0 12260 34 1 249 8 1 0 0 12890 26 1 174 2 1 0 0 12140 28 1 186 4 1 0 1 12261 29 1 340 5 1 0 0 13800 26 1 186 7 1 3 13 12260 26 1 186 5 1 1 0 12261 34 1 217 7 1 0 0 12570 28 1 217 4 1 0 0 12570 28 1 317 4 1 0 1 13570 30 1 317 5 1 0 2 13570 31 1 317 5 1 0 0 13570 32 1 217 5 1 1 7 12570 34 1 160 3 1 0 1 12001 31 1 333 5 1 0 1 13731 27 1 340 5 1 0 0 13801 27 1 333 5 1 0 1 13730 30 1 333 3 1 0 0 13730 34 1 174 3 1 0 1 12140 43 1 217 3 1 1 6 12570 28 1 217 3 1 0 4 12570 40 1 217 3 1 2 3 12570 28 1 317 4 1 0 0 1357

0 31 1 186 4 1 0 1 12260 38 1 174 7 1 0 0 12140 32 1 0 3 1 0 1 1040

8/6/2019 code_giga

60/112

1 28 1 249 4 1 0 0 12891 29 0 333 4 1 0 2 13731 34 1 340 4 1 0 1 13801 25 0 333 7 1 0 0 13730 27 1 333 3 1 0 0 13731 29 0 317 5 1 0 0 13570 29 1 340 4 1 4 9 1380

1 27 0 340 5 1 2 40 13800 29 1 217 6 1 0 0 1257;

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


data casecont;input pubhouse staybaby black kids doubleup age days casenum;datalines;0 1 1 0 1 17.5 8 19946620010 0 1 1 1 18.3 8 19946620010 1 0 2 1 20.9 10 01896330010 0 0 1 0 32.9 10 01896330010 1 0 1 0 29.5 10 44359410010 0 1 2 1 31.8 10 44359410010 1 1 5 0 39.3 11 42579960020 0 0 1 0 34.9 11 4257996002

0 1 1 3 0 19.6 12 17610450010 0 0 1 1 20 12 17610450010 1 0 0 0 33.5 13 15723020010 0 1 1 1 21.9 13 15723020010 1 0 1 0 28.6 20 42931470010 0 1 1 1 20.2 20 42931470010 1 0 2 1 21.9 20 29039060010 0 1 1 0 35.7 20 29039060010 1 0 1 1 32.2 24 41242060010 0 1 1 0 22.3 24 41242060010 1 1 1 1 21.7 24 79161040010 0 1 1 1 20.8 24 79161040010 1 1 1 0 34.5 25 39275790010 0 1 0 0 31.4 25 39275790010 1 0 2 0 21.9 27 07302990010 0 1 5 0 27.2 27 07302990010 1 1 1 0 24.5 29 37464600010 0 0 3 0 26.4 29 37464600010 1 1 0 0 21.4 30 05804780010 0 0 1 1 20 30 05804780010 1 1 0 1 33.3 32 23039080010 0 0 3 0 29.3 32 23039080010 1 1 4 0 31.2 33 75198410010 0 0 3 0 36.1 33 75198410010 1 1 2 1 24 37 2209519001

0 0 1 0 0 31.7 37 22095190010 1 1 0 1 23.4 43 18108120010 0 0 1 0 27 43 1810812001

8/6/2019 code_giga

61/112

0 1 1 2 1 20.8 47 79653490010 0 1 1 1 24.7 47 79653490010 1 1 2 0 31.3 48 22951220010 0 1 1 1 25.2 48 22951220010 1 1 2 1 19.1 49 09830990010 0 0 2 1 20.9 49 09830990010 1 0 1 0 33.4 49 1519891001

0 0 1 1 0 21.2 49 15198910010 1 1 1 0 23.4 50 28656090010 0 1 0 0 25.5 50 28656090010 1 1 2 0 18.3 51 16359620011 0 0 2 0 32 51 16359620010 1 1 0 1 22.8 52 19351080010 0 0 1 0 24 52 19351080010 1 1 0 1 36.9 52 30476880010 0 1 1 1 24.3 52 30476880010 1 1 0 1 28.4 53 02971360010 0 1 0 0 26.4 53 02971360010 1 1 1 1 31 53 1694088001

0 0 1 3 0 23.1 53 16940880010 1 1 0 0 25.1 56 21162140010 0 1 3 0 26.7 56 21162140010 1 0 0 1 19.7 57 08891300010 0 1 1 1 18 57 08891300010 1 1 0 0 36.1 57 45625210010 0 1 1 1 17.3 57 45625210010 1 1 1 0 28.1 59 42418960011 0 1 1 0 28.5 59 42418960010 1 1 1 1 29.2 61 43310000010 0 0 6 0 29.3 61 43310000010 1 1 0 0 35.4 65 76587650011 0 0 3 0 22.3 65 7658765001

0 1 1 0 1 19.2 66 16674480010 0 1 1 0 28.7 66 16674480010 1 0 2 0 32.9 69 90046990020 0 0 0 0 26.2 69 90046990020 1 0 1 1 20.2 70 03692660010 0 1 0 0 27.5 70 03692660010 1 0 1 1 22.2 73 14368770010 0 0 5 0 22.9 73 14368770010 1 1 0 0 31.5 74 78596990010 0 0 2 0 30.1 74 78596990010 1 1 2 0 20.7 77 19053570010 0 0 5 0 33.3 77 19053570010 1 1 2 1 22.1 78 46522050010 0 0 1 0 23.6 78 46522050010 1 0 1 0 30.1 79 17465520010 0 0 2 0 30.3 79 17465520010 1 0 0 0 22.8 80 17272630010 0 0 2 1 39.8 80 17272630010 1 1 0 1 21.9 80 79960360010 0 1 2 1 21 80 79960360010 1 1 1 1 21.5 82 19292790010 0 0 3 0 23.5 82 19292790010 1 0 2 0 19.8 83 03620370010 0 0 1 1 18.5 83 03620370010 1 0 3 0 31.6 85 1456525001

0 0 1 3 0 31.4 85 14565250010 1 1 0 0 27.9 85 43753680010 0 1 1 1 31.8 85 4375368001

8/6/2019 code_giga

62/112

0 1 1 0 1 21.4 85 18520470010 0 0 2 1 27.3 85 18520470010 1 1 0 0 35.1 86 78508610011 0 1 0 0 21.8 86 78508610010 1 1 1 0 28.2 86 13013020010 0 1 3 1 23.6 86 13013020010 1 1 1 0 24.1 89 7561061001

1 0 0 0 0 23.8 89 75610610010 1 0 1 0 31.1 91 22612270010 0 0 2 0 35.1 91 22612270010 1 1 2 1 36.1 91 14757100010 0 0 2 0 30.5 91 14757100010 1 1 1 1 26.1 91 12152770010 0 1 3 0 24.3 91 12152770010 1 1 0 0 27.6 92 15193200010 0 0 0 0 34.1 92 15193200010 1 1 3 0 24.8 92 13456570010 0 1 1 1 22 92 13456570010 1 1 1 1 25.9 96 1122849001

0 0 0 0 1 25.2 96 11228490011 1 0 1 0 27.1 96 45335770011 0 1 1 0 34 96 45335770010 1 1 1 1 39.5 100 38712500011 0 1 2 0 24.4 100 38712500010 1 1 3 0 28.2 100 73913580011 0 1 2 0 33.2 100 73913580010 1 1 2 1 18.2 102 19673720011 0 1 3 0 25.6 102 19673720010 1 0 1 1 18.9 106 18060020011 0 0 3 0 36.3 106 18060020011 1 1 5 0 34.8 108 79190330011 0 0 1 0 29.8 108 7919033001

0 1 1 0 1 21.4 108 15471980010 0 0 1 0 29.1 108 15471980010 1 1 1 1 20.9 110 18782840010 0 0 0 1 23.5 110 18782840011 1 1 0 0 22.3 110 08982700010 0 1 2 1 25.8 110 08982700010 1 1 0 1 22.8 114 75029940010 0 0 1 0 21 114 75029940010 1 0 0 1 21.8 117 19701360011 0 0 2 0 29.4 117 19701360010 1 1 1 1 23.7 117 77168370010 0 1 2 0 27.6 117 77168370011 1 1 1 0 22.3 117 14667490010 0 0 0 1 23.1 117 14667490011 1 1 3 0 33.3 118 16984200010 0 0 1 0 21 118 16984200010 1 0 2 1 21.4 118 25272220020 0 0 0 0 32.7 118 25272220020 1 1 1 0 28.3 119 01649070010 0 0 5 0 22.6 119 01649070010 1 1 1 1 26.5 127 33731330011 0 0 3 0 29.2 127 33731330010 1 0 1 1 22.1 127 76142920011 0 0 2 1 21.9 127 76142920010 1 0 1 0 24.9 128 0684409001

1 0 0 1 1 25.4 128 06844090011 1 0 3 0 19.5 128 04452940011 0 0 1 1 19.8 128 0445294001

8/6/2019 code_giga

63/112

0 1 1 1 0 32.8 128 40684510011 0 0 1 1 22 128 40684510011 1 0 2 0 21.8 131 79951110011 0 1 1 0 29.8 131 79951110010 1 1 2 0 32.4 132 46615920011 0 1 4 0 38.4 132 46615920011 1 0 3 1 21.9 133 1363106001

1 0 1 3 0 21.5 133 13631060010 1 1 1 0 30.7 134 41994670011 0 1 12 0 36.3 134 41994670010 1 1 1 0 31 136 73419560010 0 1 0 0 27.6 136 73419560011 1 1 3 0 35.1 138 14701040011 0 1 1 0 20.3 138 14701040010 1 1 1 1 26.7 139 42393670010 0 0 2 0 32 139 42393670010 1 1 3 1 29.6 139 46335360010 0 1 3 1 27.5 139 46335360010 1 0 1 1 17.8 141 0490695001

1 0 0 1 0 20.6 141 04906950010 1 0 0 0 23.3 142 06626060011 0 1 2 0 29.6 142 06626060010 1 0 0 1 29.7 142 17544320010 0 1 1 0 24.4 142 17544320011 1 1 0 1 19 142 12308260011 0 1 1 0 23.9 142 12308260010 1 1 1 0 26.8 144 00236960011 0 1 1 0 19.4 144 00236960010 1 1 2 0 26.6 144 79393860010 0 0 2 0 35.8 144 79393860010 1 1 1 1 21.9 145 15392730011 0 0 3 0 21.1 145 1539273001

0 1 1 0 0 31.6 147 78212850011 0 0 4 0 31.6 147 78212850010 1 1 2 0 30.3 149 04326170010 0 1 1 0 23.9 149 04326170010 1 0 1 1 19.8 150 13621110010 0 1 1 0 22.7 150 13621110010 1 1 2 0 25.6 152 01890750010 0 1 3 0 24.3 152 01890750010 1 1 1 0 30.7 155 00037300010 0 1 1 0 22.6 155 00037300010 1 0 1 1 27.2 156 15940950010 0 1 6 0 32.3 156 15940950010 1 1 1 0 25.1 156 76091570010 0 1 1 0 34.5 156 76091570011 1 1 1 1 18.2 157 12672820011 0 1 2 0 30.1 157 12672820010 1 1 5 0 28.6 160 76879410010 0 1 2 0 23.1 160 76879410011 1 0 1 1 22.5 163 18358220011 0 0 2 0 25 163 18358220011 1 1 1 1 21.9 164 11419880010 0 0 3 0 29.9 164 11419880010 1 1 1 1 17.1 164 28321450010 0 1 0 0 27.2 164 28321450010 1 1 1 0 39.6 167 1635924001

0 0 0 1 0 18.7 167 16359240010 1 1 1 1 22.9 168 09486010011 0 1 1 1 20.5 168 0948601001

8/6/2019 code_giga

64/112

1 1 1 1 0 18.4 169 15086450011 0 1 1 0 22.9 169 15086450011 1 0 1 0 19.1 169 17776670010 0 0 1 1 20.2 169 17776670010 1 1 1 0 27.9 169 05966660010 0 0 1 0 19.6 169 05966660011 1 1 2 0 22.7 169 0001174001

0 0 1 4 0 23.1 169 00011740011 1 1 1 1 21.6 169 07733630011 0 0 2 1 22.8 169 07733630010 1 1 1 0 26.2 170 30223780011 0 0 3 0 28 170 30223780011 1 1 5 0 31.8 171 43065570011 0 1 1 1 19.6 171 43065570010 1 1 1 0 26.6 176 18464260011 0 0 2 0 27.6 176 18464260010 1 0 2 1 21.3 177 18025840011 0 1 0 0 22.2 177 18025840011 1 1 3 0 29.5 178 4229126001

0 0 0 2 0 21.7 178 42291260010 1 1 1 0 30.3 178 40495670010 0 1 1 0 19 178 40495670010 1 0 1 1 24 180 06405710011 0 0 1 0 26.9 180 06405710010 1 1 2 0 25.5 181 44709340011 0 1 3 0 18.2 181 44709340010 1 1 2 1 31.8 182 41290190011 0 1 1 1 21.3 182 41290190010 1 1 1 1 19 182 45927060011 0 1 1 1 23.7 182 45927060011 1 0 3 1 27.2 182 43838060011 0 1 2 0 36.2 182 4383806001

1 1 1 2 0 20.3 183 78384870011 0 0 1 0 24.5 183 78384870010 1 1 5 0 31.5 184 39143970010 0 0 2 1 22.9 184 39143970010 1 1 1 1 26.3 185 11339590011 0 1 1 1 21 185 11339590011 1 1 5 0 31.3 185 15908400010 0 1 1 0 27.9 185 15908400011 1 1 1 0 19 186 10087150010 0 1 1 1 28.1 186 10087150011 1 0 1 1 21.1 186 06640280011 0 1 2 1 27.3 186 06640280010 1 1 1 1 28.9 187 45471300011 0 1 0 0 35.2 187 45471300011 1 1 2 1 19.6 189 02046020010 0 0 1 0 22.8 189 02046020010 1 1 2 1 21.1 189 05679990010 0 1 1 1 25.3 189 05679990011 1 1 0 0 20.6 190 79632240011 0 1 2 0 30.9 190 79632240010 1 1 1 1 25.3 190 18226660011 0 1 5 0 35.3 190 18226660011 1 1 0 0 25.5 191 44123240011 0 1 1 0 24.6 191 44123240011 1 1 2 0 26.8 193 2253908001

1 0 1 1 1 22.6 193 22539080010 1 1 1 0 16.8 194 11555280010 0 1 1 1 19.5 194 1155528001

8/6/2019 code_giga

65/112

1 1 1 1 0 19.3 194 07708890010 0 1 3 0 38.7 194 07708890011 1 1 12 0 37 196 35266330011 0 1 0 1 20.9 196 35266330010 1 1 4 0 38.2 196 35863250011 0 0 2 1 29.8 196 35863250010 1 1 2 0 20.4 196 0228844001

0 0 0 2 0 19.1 196 02288440010 1 0 2 1 22 197 78405110010 0 0 1 1 18.1 197 78405110010 1 1 3 0 29.4 197 42946390011 0 1 1 0 18.9 197 42946390011 1 0 1 0 17.1 197 15514540011 0 0 1 0 27.7 197 15514540011 1 1 1 0 25 198 0804512001

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code_giga