Heart transplant data Data on 69 patients receiving heart transplants. Taken from "The Statistical Analysis of Failure Time Data" by Kalbfleisch and Prentice, Appendix I, pages 230-232 from stalib data depository. http://lib.stat.cmu.edu/datasets/stanford Age at transplant in years Survival Status 1=dead 0=alive Survival Time after transplant in days 41 1 5 40 1 16 54 1 16 29 1 17 55 1 28 52 1 30 40 1 39 35 0 39 56 1 43 36 1 45 42 1 51 50 1 53 42 1 58 52 1 61 61 1 66 45 1 68 49 1 68 53 1 72 47 1 72 64 1 77 51 1 78 53 1 80 54 1 81 56 1 90 53 1 96 48 1 100 28 0 109 46 1 110 23 0 131 47 1 153 43 1 165 26 0 180 52 1 186 47 1 188 51 1 207 51 1 219 47 0 265 48 1 285 19 1 285 49 1 308 42 1 334 44 0 340 47 1 342 54 0 370 48 0 397 52 0 445 46 0 482 48 0 515 52 0 545 48 1 583 26 0 596 47 0 630 47 0 670 50 1 675 58 1 733 32 0 841 44 1 852 41 0 915 38 0 941 45 1 979 48 1 995 43 1 1032 36 0 1141 45 0 1321 53 1 1386 48 0 1407 40 0 1571 48 0 1586 33 0 1799 ############################################################################ Ovarian cancer data Chemotherapy after surgical treatment. 26 women with minimal residual disease were randomized to cyclophosphamide with or without adriamycin. Survival time in days, status (0 = censored), treatment (2 = combined), age in years. Example 4.9 in D. Collett, Modelling Survival Data in Medical Research, Chapman & Hall, 1994 (pg 141) Patient, time, status, treatment, age 1 156 1 1 66 2 1040 0 1 38 3 59 1 1 72 4 421 0 2 53 5 329 1 1 43 6 769 0 2 59 7 365 1 2 64 8 770 0 2 57 9 1227 0 2 59 10 268 1 1 74 11 475 1 2 59 12 1129 0 2 53 13 464 1 2 56 14 1206 0 2 44 15 638 1 1 56 16 563 1 2 55 17 1106 0 1 44 18 431 1 1 50 19 855 0 1 43 20 803 0 1 39 21 115 1 1 74 22 744 0 2 50 23 477 0 1 64 24 448 0 1 56 25 353 1 2 63 26 377 0 2 58 ######################################################################## Cervical cancer data Sample of 30 patients from a randomized study of radiotherapy with and without a new radiosensitiser. Based on data from MRC Working Party on Advanced Carcinoma of the Cervix, Radiotherapy Oncology 26:93-103, 1993. Analyzed in and obtained from MKB Parmar, D Machin, Survival Analysis: A Practical Approach, Wiley, 1995. Group = treatment (2 = radiosensitiser), age = age in years at diagnosis, status: (0 = censored) Survival time is in days (from randomization). Group, Age, Survival, Status 1 64 1037 1 1 69 1429 1 1 38 680 1 1 53 291 1 1 61 1577 0 1 59 90 1 1 53 1090 0 1 56 142 1 1 65 1297 1 1 48 1113 0 1 45 1153 1 1 55 150 1 1 58 837 1 1 49 890 0 1 43 269 1 1 42 468 0 2 63 1476 0 2 43 827 1 2 27 519 0 2 74 1100 0 2 63 1307 1 2 39 1360 0 2 70 919 0 2 68 373 1 2 69 563 0 2 73 978 0 2 58 650 0 2 55 362 1 2 58 383 0 2 45 272 1 ############################################################################# Brain cancer data Sample of 30 patients from a randomized study of radiotherapy with and without a new radiosensitiser (misonidazole). Based on data from MRC Working Party on Misonidazole in Gliomas, 1983. Analyzed in and obtained from MKB Parmar, D Machin, Survival Analysis: A Practical Approach, Wiley, 1995. Group = treatment (1 = radiosensitiser), age = age in years at diagnosis, status: (0 = censored) Survival time is in days (from randomization). 0 48 1084 0 1 63 22 1 1 54 40 1 0 49 25 1 1 44 487 1 0 36 696 1 1 29 887 0 0 50 336 1 0 53 213 0 0 58 361 1 1 48 244 1 1 49 799 1 1 60 180 1 0 49 488 1 0 64 121 1 1 61 210 1 0 41 575 0 0 58 258 1 1 35 273 1 1 42 1098 0 1 30 819 0 1 66 14 1 0 48 734 1 1 57 225 1 0 56 152 1 1 43 207 1 1 33 943 0 0 39 581 1 1 48 371 1 0 55 85 0 ####################################################################### Bladder cancer data Bladder cancer data from M Pagano and K Gauvreau, "Principles of Biostatistics, 2nd Ed. Duxbury 2000. Chapter 21, exercise 9, page 512. 86 patients after surgery assigned to placebo or chemotherapy (thiopeta). Endpoint is time to recurrence in months. Data on the number of tumors removed at surgery was also collected. Codes: group 1=placebo, censor 1=recurrence, number: 2 = >2 tumors time group censor number 0 1 0 1 1 1 0 2 4 1 0 1 7 1 0 1 10 1 0 1 6 1 1 1 14 1 0 1 18 1 0 1 5 1 1 2 12 1 1 1 23 1 0 2 10 1 1 2 3 1 1 1 3 1 1 1 7 1 1 2 3 1 1 1 26 1 0 2 1 1 1 1 2 1 1 2 25 1 1 2 29 1 0 2 29 1 0 2 29 1 0 1 28 1 1 2 2 1 1 2 3 1 1 1 12 1 1 2 32 1 0 2 34 1 0 1 36 1 0 1 29 1 1 1 37 1 0 2 9 1 1 1 16 1 1 1 41 1 0 2 3 1 1 1 6 1 1 2 3 1 1 1 9 1 1 1 18 1 1 1 49 1 0 2 35 1 1 1 17 1 1 2 3 1 1 1 59 1 0 1 2 1 1 2 5 1 1 2 2 1 1 2 1 2 0 2 1 2 0 1 5 2 1 1 9 2 0 2 10 2 0 1 13 2 0 1 3 2 1 2 1 2 1 2 18 2 0 1 17 2 1 2 2 2 1 1 17 2 1 1 22 2 0 1 25 2 0 2 25 2 0 2 25 2 0 1 6 2 1 1 6 2 1 1 2 2 1 1 26 2 1 2 38 2 0 1 22 2 1 1 4 2 1 1 24 2 1 1 41 2 0 2 41 2 0 1 1 2 1 1 44 2 0 1 2 2 1 1 45 2 0 2 2 2 1 2 46 2 0 2 49 2 0 2 50 2 0 1 4 2 1 1 54 2 0 2 38 2 1 1 59 2 0 2 ####################################################################### Lupus nephritis data 87 persons with lupus nephritis. Followed up 15+ years. 35 deaths. Var = duration of disease. Over 40 baseline variables available from authors. Description : For description of this data set arising from 87 persons with lupus nephritis followed for 15+ years after an initial renal biopsy (the starting point of follow-up) see the introduction to Abrahamowicz, MacKenzie and Esdaile (December 1996 issue, JASA). This data set only contains time to death/censoring, indicator, duration and log(1+duration), where duration is the duration of untreated disease prior to biopsy. Data : TIME STATUS DURATION LOG(1+DURATION) 157 0 1.00 0.69 268 0 10.00 2.40 209 1 2.00 1.10 134 0 0.10 0.10 21 1 0.10 0.10 28 1 7.00 2.08 150 0 25.00 3.26 221 0 12.00 2.56 225 0 18.00 2.94 264 0 2.00 1.10 46 1 24.00 3.22 169 1 2.00 1.10 195 0 0.10 0.10 237 0 0.10 0.10 39 1 22.00 3.14 99 1 0.10 0.10 132 1 0.10 0.10 114 1 1.00 0.69 212 0 1.00 0.69 179 0 5.00 1.79 127 1 4.00 1.61 182 0 0.10 0.10 107 0 6.00 1.95 200 0 0.10 0.10 248 0 1.00 0.69 108 0 7.00 2.08 192 0 0.10 0.10 112 0 0.10 0.10 103 1 11.00 2.48 169 0 2.00 1.10 136 0 0.10 0.10 126 0 0.10 0.10 256 0 0.10 0.10 39 1 57.00 4.06 220 0 0.10 0.10 63 1 1.00 0.69 186 0 0.10 0.10 159 1 0.10 0.10 166 0 1.00 0.69 75 1 1.00 0.69 32 1 1.00 0.69 237 0 5.00 1.79 148 0 44.00 3.81 127 0 0.10 0.10 189 0 4.00 1.61 138 1 10.00 2.40 145 1 0.10 0.10 182 1 14.00 2.71 214 0 17.00 2.89 226 0 0.10 0.10 4 1 106.00 4.67 138 0 1.00 0.69 103 1 1.00 0.69 253 0 4.00 1.61 81 0 16.00 2.83 169 0 3.00 1.39 180 1 7.00 2.08 235 0 7.00 2.08 54 1 1.00 0.69 188 1 0.10 0.10 239 0 0.10 0.10 263 0 7.00 2.08 168 0 0.10 0.10 276 0 99.00 4.61 19 1 0.10 0.10 240 0 75.00 4.33 118 1 10.00 2.40 128 0 1.00 0.69 37 0 7.00 2.08 147 0 3.00 1.39 100 0 1.00 0.69 48 1 1.00 0.69 158 0 14.00 2.71 191 0 1.00 0.69 189 0 0.10 0.10 13 1 6.00 1.95 209 0 75.00 4.33 165 1 0.10 0.10 86 1 8.00 2.20 78 0 0.10 0.10 25 1 15.00 2.77 107 0 3.00 1.39 4 1 34.00 3.56 65 1 0.10 0.10 62 1 8.00 2.20 89 0 0.10 0.10 44 1 77.00 4.36 ########################################################################## Primary Biliary Cirrhosis The data set found in appendix D of Fleming and Harrington, Counting Processes and Survival Analysis, Wiley, 1991. The only differences are: age is in days status is coded as 0=censored, 1=censored due to liver tx, 2=death the sex and stage variables are not missing for obs 313-418 Quoting from F&H. "The following pages contain the data from the Mayo Clinic trial in primary biliary cirrhosis (PBC) of the liver conducted between 1974 and 1984. A description of the clinical background for the trial and the covariates recorded here is in Chapter 0, especially Section 0.2. A more extended discussion can be found in Dickson, et al., Hepatology 10:1-7 (1989) and in Markus, et al., N Eng J of Med 320:1709-13 (1989). "A total of 424 PBC patients, referred to Mayo Clinic during that ten-year interval, met eligibility criteria for the randomized placebo controlled trial of the drug D-penicillamine. The first 312 cases in the data set participated in the randomized trial and contain largely complete data." Missing data items are denoted by "." Variables: case number number of days between registration and the earlier of death, transplantation, or study analysis time in July, 1986 status drug: 1= D-penicillamine, 2=placebo age in days sex: 0=male, 1=female presence of ascites: 0=no 1=yes presence of hepatomegaly 0=no 1=yes presence of spiders 0=no 1=yes presence of edema 0=no edema and no diuretic therapy for edema; .5 = edema present without diuretics, or edema resolved by diuretics; 1 = edema despite diuretic therapy serum bilirubin in mg/dl serum cholesterol in mg/dl albumin in gm/dl urine copper in ug/day alkaline phosphatase in U/liter SGOT in U/ml triglicerides in mg/dl platelets per cubic ml / 1000 prothrombin time in seconds histologic stage of disease 1 400 2 1 21464 1 1 1 1 1.0 14.5 261 2.60 156 1718.0 137.95 172 190 12.2 4 2 4500 0 1 20617 1 0 1 1 0.0 1.1 302 4.14 54 7394.8 113.52 88 221 10.6 3 3 1012 2 1 25594 0 0 0 0 0.5 1.4 176 3.48 210 516.0 96.10 55 151 12.0 4 4 1925 2 1 19994 1 0 1 1 0.5 1.8 244 2.54 64 6121.8 60.63 92 183 10.3 4 5 1504 1 2 13918 1 0 1 1 0.0 3.4 279 3.53 143 671.0 113.15 72 136 10.9 3 6 2503 2 2 24201 1 0 1 0 0.0 0.8 248 3.98 50 944.0 93.00 63 . 11.0 3 7 1832 0 2 20284 1 0 1 0 0.0 1.0 322 4.09 52 824.0 60.45 213 204 9.7 3 8 2466 2 2 19379 1 0 0 0 0.0 0.3 280 4.00 52 4651.2 28.38 189 373 11.0 3 9 2400 2 1 15526 1 0 0 1 0.0 3.2 562 3.08 79 2276.0 144.15 88 251 11.0 2 10 51 2 2 25772 1 1 0 1 1.0 12.6 200 2.74 140 918.0 147.25 143 302 11.5 4 11 3762 2 2 19619 1 0 1 1 0.0 1.4 259 4.16 46 1104.0 79.05 79 258 12.0 4 12 304 2 2 21600 1 0 0 1 0.0 3.6 236 3.52 94 591.0 82.15 95 71 13.6 4 13 3577 0 2 16688 1 0 0 0 0.0 0.7 281 3.85 40 1181.0 88.35 130 244 10.6 3 14 1217 2 2 20535 0 1 1 0 1.0 0.8 . 2.27 43 728.0 71.00 . 156 11.0 4 15 3584 2 1 23612 1 0 0 0 0.0 0.8 231 3.87 173 9009.8 127.71 96 295 11.0 3 16 3672 0 2 14772 1 0 0 0 0.0 0.7 204 3.66 28 685.0 72.85 58 198 10.8 3 17 769 2 2 19060 1 0 1 0 0.0 2.7 274 3.15 159 1533.0 117.80 128 224 10.5 4 18 131 2 1 19698 1 0 1 1 1.0 11.4 178 2.80 588 961.0 280.55 200 283 12.4 4 19 4232 0 1 18102 1 0 1 0 0.5 0.7 235 3.56 39 1881.0 93.00 123 209 11.0 3 20 1356 2 2 21898 1 0 1 0 0.0 5.1 374 3.51 140 1919.0 122.45 135 322 13.0 4 21 3445 0 2 23445 0 0 1 1 0.0 0.6 252 3.83 41 843.0 65.10 83 336 11.4 4 22 673 2 1 20555 1 0 0 1 0.0 3.4 271 3.63 464 1376.0 120.90 55 173 11.6 4 23 264 2 2 20442 1 1 1 1 1.0 17.4 395 2.94 558 6064.8 227.04 191 214 11.7 4 24 4079 2 1 16261 0 0 1 0 0.0 2.1 456 4.00 124 5719.0 221.88 230 70 9.9 2 25 4127 0 2 16463 1 0 0 0 0.0 0.7 298 4.10 40 661.0 106.95 66 324 11.3 2 26 1444 2 2 19002 1 0 1 1 0.0 5.2 1128 3.68 53 3228.0 165.85 166 421 9.9 3 27 77 2 2 19884 1 1 1 1 0.5 21.6 175 3.31 221 3697.4 101.91 168 80 12.0 4 28 549 2 2 16417 1 1 1 1 1.0 17.2 222 3.23 209 1975.0 189.10 195 144 13.0 4 29 4509 0 2 23331 1 0 0 0 0.0 0.7 370 3.78 24 5833.0 73.53 86 390 10.6 2 30 321 2 2 15116 1 0 1 1 0.0 3.6 260 2.54 172 7277.0 121.26 158 124 11.0 4 31 3839 2 2 15177 1 0 1 0 0.0 4.7 296 3.44 114 9933.2 206.40 101 195 10.3 2 32 4523 0 2 19722 1 0 1 0 0.0 1.8 262 3.34 101 7277.0 82.56 158 286 10.6 4 33 3170 2 2 18731 1 0 0 0 0.0 0.8 210 3.19 82 1592.0 218.55 113 180 12.0 3 34 3933 0 1 19015 1 0 0 0 0.0 0.8 364 3.70 37 1840.0 170.50 64 273 10.5 2 35 2847 2 2 17758 1 0 0 0 0.0 1.2 314 3.20 201 12258.8 72.24 151 431 10.6 3 36 3611 0 2 20604 1 0 0 0 0.0 0.3 172 3.39 18 558.0 71.30 96 311 10.6 2 37 223 2 1 22546 1 1 1 0 1.0 7.1 334 3.01 150 6931.2 180.60 118 102 12.0 4 38 3244 2 2 13378 1 0 1 1 0.0 3.3 383 3.53 102 1234.0 137.95 87 234 11.0 4 39 2297 2 1 20232 1 0 1 0 0.0 0.7 282 3.00 52 9066.8 72.24 111 563 10.6 4 40 4467 0 1 17046 1 0 0 0 0.0 1.3 . 3.34 105 11046.6 104.49 . 358 11.0 4 41 1350 2 1 12285 1 0 1 0 0.0 6.8 . 3.26 96 1215.0 151.90 . 226 11.7 4 42 4453 0 2 12307 1 0 1 1 0.0 2.1 . 3.54 122 8778.0 56.76 . 344 11.0 4 43 4556 0 1 17850 1 0 0 0 0.0 1.1 361 3.64 36 5430.2 67.08 89 203 10.6 2 44 3428 2 2 13727 1 0 1 1 1.0 3.3 299 3.55 131 1029.0 119.35 50 199 11.7 3 45 4025 0 2 15265 1 0 0 0 0.0 0.6 . 3.93 19 1826.0 71.30 . 474 10.9 2 46 2256 2 1 16728 1 0 1 0 0.0 5.7 482 2.84 161 11552.0 136.74 165 518 12.7 3 47 2576 0 2 17323 1 0 0 0 0.0 0.5 316 3.65 68 1716.0 187.55 71 356 9.8 3 48 4427 0 2 17947 0 0 0 0 0.0 1.9 259 3.70 281 10396.8 188.34 178 214 11.0 3 49 708 2 2 22336 1 0 1 0 0.0 0.8 . 3.82 58 678.0 97.65 . 233 11.0 4 50 2598 2 1 19544 1 0 1 0 0.0 1.1 257 3.36 43 1080.0 106.95 73 128 10.6 4 51 3853 2 2 19025 1 0 0 0 0.0 0.8 276 3.60 54 4332.0 99.33 143 273 10.6 2 52 2386 2 1 18460 0 0 0 0 0.0 6.0 614 3.70 158 5084.4 206.40 93 362 10.6 1 53 1000 2 1 24621 1 0 1 0 0.0 2.6 . 3.10 94 6456.2 56.76 . 214 11.0 4 54 1434 2 1 14317 1 1 1 1 1.0 1.3 288 3.40 262 5487.2 73.53 125 254 11.0 4 55 1360 2 1 24020 0 0 0 0 0.0 1.8 416 3.94 121 10165.0 79.98 219 213 11.0 3 56 1847 2 2 12279 1 0 1 1 0.0 1.1 498 3.80 88 13862.4 95.46 319 365 10.6 2 57 3282 2 1 19567 1 0 1 0 0.5 2.3 260 3.18 231 11320.2 105.78 94 216 12.4 3 58 4459 0 1 16279 0 0 0 0 0.0 0.7 242 4.08 73 5890.0 56.76 118 . 10.6 1 59 2224 2 1 14754 1 0 1 1 0.0 0.8 329 3.50 49 7622.8 126.42 124 321 10.6 3 60 4365 0 1 21324 1 0 0 0 0.0 0.9 604 3.40 82 876.0 71.30 58 228 10.3 3 61 4256 0 2 16034 0 0 0 0 0.0 0.6 216 3.94 28 601.0 60.45 188 211 13.0 1 62 3090 2 2 22173 1 1 0 0 0.0 1.3 302 2.75 58 1523.0 43.40 112 329 13.2 4 63 859 2 2 17031 1 0 0 1 1.0 22.5 932 3.12 95 5396.0 244.90 133 165 11.6 3 64 1487 2 2 22977 1 0 1 0 0.0 2.1 373 3.50 52 1009.0 150.35 188 178 11.0 3 65 3992 0 1 14684 1 0 0 0 0.0 1.2 256 3.60 74 724.0 141.05 108 430 10.0 1 66 4191 2 1 16967 0 0 1 0 0.0 1.4 427 3.70 105 1909.0 182.90 171 123 11.0 3 67 2769 2 2 18733 1 0 0 0 0.0 1.1 466 3.91 84 1787.0 328.60 185 261 10.0 3 68 4039 0 1 11912 1 0 0 0 0.0 0.7 174 4.09 58 642.0 71.30 46 203 10.6 3 69 1170 2 1 18021 1 0 1 1 0.5 20.0 652 3.46 159 3292.0 215.45 184 227 12.4 3 70 3458 0 1 20600 1 0 0 0 0.0 0.6 . 4.64 20 666.0 54.25 . 265 10.6 2 71 4196 0 2 17841 1 0 1 0 0.0 1.2 258 3.57 79 2201.0 120.90 76 410 11.5 4 72 4184 0 2 11868 1 0 0 0 0.0 0.5 320 3.54 51 1243.0 122.45 80 225 10.0 3 73 4190 0 2 14060 1 0 0 0 0.0 0.7 132 3.60 17 423.0 49.60 56 265 11.0 1 74 1827 2 1 18964 1 0 1 1 0.0 8.4 558 3.99 280 967.0 89.90 309 278 11.0 4 75 1191 2 1 15895 1 1 1 1 0.5 17.1 674 2.53 207 2078.0 182.90 598 268 11.5 4 76 71 2 1 18972 1 0 1 1 0.5 12.2 394 3.08 111 2132.0 155.00 243 165 11.6 4 77 326 2 2 18199 1 0 1 1 0.5 6.6 244 3.41 199 1819.0 170.50 91 132 12.1 3 78 1690 2 1 17512 1 0 1 0 0.0 6.3 436 3.02 75 2176.0 170.50 104 236 10.6 4 79 3707 0 1 16990 1 0 1 0 0.0 0.8 315 4.24 13 1637.0 170.50 70 426 10.9 3 80 890 2 2 24622 0 0 1 0 0.0 7.2 247 3.72 269 1303.0 176.70 91 360 11.2 4 81 2540 2 1 23107 1 0 1 1 0.0 14.4 448 3.65 34 1218.0 60.45 318 385 11.7 4 82 3574 2 1 24585 1 0 0 0 0.0 4.5 472 4.09 154 1580.0 117.80 272 412 11.1 3 83 4050 0 1 20459 1 0 1 0 0.5 1.3 250 3.50 48 1138.0 71.30 100 81 12.9 4 84 4032 0 2 20392 1 0 0 0 0.0 0.4 263 3.76 29 1345.0 137.95 74 181 11.2 3 85 3358 2 2 17246 1 0 1 0 0.0 2.1 262 3.48 58 2045.0 89.90 84 225 11.5 4 86 1657 2 1 19270 1 0 1 1 0.0 5.0 1600 3.21 75 2656.0 82.15 174 181 10.9 3 87 198 2 1 13616 1 0 0 0 0.0 1.1 345 4.40 75 1860.0 218.55 72 447 10.7 3 88 2452 0 2 15119 1 0 0 0 0.5 0.6 296 4.06 37 1032.0 80.60 83 442 12.0 3 89 1741 2 1 19155 1 0 1 0 0.0 2.0 408 3.65 50 1083.0 110.05 98 200 11.4 2 90 2689 2 1 12227 0 0 0 0 0.0 1.6 660 4.22 94 1857.0 151.90 155 337 11.0 2 91 460 2 2 16658 1 0 1 1 0.5 5.0 325 3.47 110 2460.0 246.45 56 430 11.9 4 92 388 2 1 28018 1 1 0 0 1.0 1.4 206 3.13 36 1626.0 86.80 70 145 12.2 4 93 3913 0 1 13344 1 0 0 0 0.0 1.3 353 3.67 73 2039.0 232.50 68 380 11.1 2 94 750 2 1 19693 1 0 1 1 0.0 3.2 201 3.11 178 1212.0 159.65 69 188 11.8 4 95 130 2 2 16944 1 1 1 1 1.0 17.4 . 2.64 182 559.0 119.35 . 401 11.7 2 96 3850 0 1 17841 1 0 0 0 0.0 1.0 . 3.70 33 1258.0 99.20 . 338 10.4 3 97 611 2 2 26259 0 0 1 0 0.5 2.0 420 3.26 62 3196.0 77.50 91 344 11.4 3 98 3823 0 1 10550 1 0 0 0 0.0 1.0 239 3.77 77 1877.0 97.65 101 312 10.2 1 99 3820 0 2 17703 0 0 0 0 0.0 1.8 460 3.35 148 1472.0 108.50 118 172 10.2 2 100 552 2 2 18799 0 0 1 0 0.0 2.3 178 3.00 145 746.0 178.25 122 119 12.0 4 101 3581 0 2 16418 1 0 0 0 0.0 0.9 400 3.60 31 1689.0 164.30 166 327 10.4 3 102 3099 0 1 20662 1 0 0 0 0.0 0.9 248 3.97 172 646.0 62.00 84 128 10.1 1 103 110 2 2 17884 1 1 1 1 1.0 2.5 188 3.67 57 1273.0 119.35 102 110 11.1 4 104 3086 2 1 15712 1 0 0 0 0.0 1.1 303 3.64 20 2108.0 128.65 53 349 11.1 2 105 3092 1 2 12433 1 0 1 0 0.0 1.1 464 4.20 38 1644.0 151.90 102 348 10.3 3 106 3222 2 1 25023 1 1 1 0 0.0 2.1 . 3.90 50 1087.0 103.85 . 137 10.6 2 107 3388 0 2 22836 1 0 0 0 0.0 0.6 212 4.03 10 648.0 71.30 77 316 17.1 1 108 2583 2 1 18393 1 0 0 0 0.0 0.4 127 3.50 14 1062.0 49.60 84 334 10.3 2 109 2504 0 2 16094 1 0 0 0 0.0 0.5 120 3.61 53 804.0 110.05 52 271 10.6 3 110 2105 2 1 14212 1 0 1 1 0.0 1.9 486 3.54 74 1052.0 108.50 109 141 10.9 3 111 2350 1 1 15031 1 0 0 0 0.0 5.5 528 4.18 77 2404.0 172.05 78 467 10.7 3 112 3445 2 2 20256 1 0 1 1 0.0 2.0 267 3.67 89 754.0 196.85 90 136 11.8 4 113 980 2 1 18713 1 0 1 1 0.0 6.7 374 3.74 103 979.0 128.65 100 266 11.1 4 114 3395 2 2 19295 0 0 0 0 0.0 3.2 259 4.30 208 1040.0 110.05 78 268 11.7 3 115 3422 0 2 15574 1 0 0 1 0.0 0.7 303 4.19 81 1584.0 111.60 156 307 10.3 3 116 3336 0 1 22306 1 0 0 1 0.5 3.0 458 3.63 74 1588.0 106.95 382 438 9.9 3 117 1083 2 1 18137 1 0 1 1 0.0 6.5 950 3.11 111 2374.0 170.50 149 354 11.0 4 118 2288 2 1 17844 1 0 1 0 0.0 3.5 390 3.30 67 878.0 137.95 93 207 10.2 3 119 515 2 1 19817 1 0 0 1 0.0 0.6 636 3.83 129 944.0 97.65 114 306 9.5 3 120 2033 1 1 12839 0 0 0 0 0.0 3.5 325 3.98 444 766.0 130.20 210 344 10.6 3 121 191 2 2 24803 0 1 1 0 1.0 1.3 151 3.08 73 1112.0 46.50 49 213 13.2 4 122 3297 0 1 20248 1 0 0 0 0.0 0.6 298 4.13 29 758.0 65.10 85 256 10.7 3 123 971 2 1 16736 1 0 1 1 1.0 5.1 . 3.23 18 790.0 179.80 . 104 13.0 4 124 3069 0 1 19318 0 0 1 0 0.0 0.6 251 3.90 25 681.0 57.35 107 182 10.8 4 125 2468 1 2 17233 1 0 1 0 0.0 1.3 316 3.51 75 1162.0 147.25 137 238 10.0 4 126 824 2 1 19577 1 1 1 1 0.0 1.2 269 3.12 . 1441.0 165.85 68 166 11.1 4 127 3255 0 2 16109 1 0 0 0 0.0 0.5 268 4.08 9 1174.0 86.80 95 453 10.0 2 128 1037 2 1 15322 1 0 1 1 0.0 16.2 . 2.89 42 1828.0 299.15 . 123 12.6 4 129 3239 0 1 23235 1 0 1 0 0.0 0.9 420 3.87 30 1009.0 57.35 232 . 9.7 3 130 1413 2 2 16154 1 0 1 1 0.0 17.4 1775 3.43 205 2065.0 165.85 97 418 11.5 3 131 850 2 2 22646 1 0 1 1 0.0 2.8 242 3.80 74 614.0 136.40 104 121 13.2 4 132 2944 0 1 14812 1 0 0 0 0.0 1.9 448 3.83 60 1052.0 127.10 175 181 9.8 3 133 2796 2 2 22881 0 0 0 0 0.0 1.5 331 3.95 13 577.0 128.65 99 165 10.1 4 134 3149 0 2 15463 1 0 0 0 0.0 0.7 578 3.67 35 1353.0 127.10 105 427 10.7 2 135 3150 0 1 15694 1 0 0 0 0.0 0.4 263 3.57 123 836.0 74.40 121 445 11.0 2 136 3098 0 1 20440 1 0 0 0 0.0 0.8 263 3.35 27 1636.0 116.25 69 206 9.8 2 137 2990 0 1 22960 1 0 0 0 0.0 1.1 399 3.60 79 3472.0 155.00 152 344 10.1 2 138 1297 2 1 18719 0 0 1 0 0.0 7.3 426 3.93 262 2424.0 145.70 218 252 10.5 3 139 2106 0 2 17080 1 0 1 0 0.0 1.1 328 3.31 159 1260.0 94.55 134 142 11.6 4 140 3059 0 1 19751 1 0 1 0 0.0 1.1 290 4.09 38 2120.0 186.00 146 318 10.0 3 141 3050 0 1 17180 1 0 0 0 0.0 0.9 346 3.77 59 794.0 125.55 56 336 10.6 2 142 2419 2 2 20354 1 0 1 0 0.0 1.0 364 3.48 20 720.0 134.85 88 283 9.9 2 143 786 2 2 16839 1 0 1 0 0.0 2.9 332 3.60 86 1492.0 134.85 103 277 11.0 4 144 943 2 2 19098 1 0 1 0 0.5 28.0 556 3.26 152 3896.0 198.40 171 335 10.0 3 145 2976 0 2 18701 1 0 0 1 0.0 0.7 309 3.84 96 858.0 41.85 106 253 11.4 3 146 2615 0 2 12369 1 0 0 0 0.5 1.2 . 3.89 58 1284.0 173.60 . 239 9.4 3 147 2995 0 1 27398 1 0 0 0 0.5 1.2 288 3.37 32 791.0 57.35 114 213 10.7 2 148 1427 2 2 11273 1 0 1 0 0.0 7.2 1015 3.26 247 3836.0 198.40 280 330 9.8 3 149 762 2 1 22574 0 0 1 1 0.5 3.0 257 3.79 290 1664.0 102.30 112 140 9.9 4 150 2891 0 2 12779 1 0 0 1 0.0 1.0 . 3.63 57 1536.0 134.85 . 233 10.0 1 151 2870 0 1 20104 1 0 0 0 0.0 0.9 460 3.03 57 721.0 85.25 174 301 9.4 2 152 1152 2 1 25546 0 0 1 0 0.0 2.3 586 3.01 243 2276.0 114.70 126 339 10.9 3 153 2863 0 1 18118 1 0 0 0 0.0 0.5 217 3.85 68 453.0 54.25 68 270 11.1 1 154 140 2 1 25340 0 0 0 1 1.0 2.4 168 2.56 225 1056.0 120.90 75 108 14.1 3 155 2666 0 2 15909 1 0 1 1 0.5 0.6 220 3.35 57 1620.0 153.45 80 311 11.2 4 156 853 2 2 21699 1 0 1 0 0.0 25.5 358 3.52 219 2468.0 201.50 205 151 11.5 2 157 2835 0 2 17809 1 0 0 0 0.0 0.6 286 3.42 34 1868.0 77.50 206 487 10.0 2 158 2475 1 1 13329 1 0 0 0 0.0 3.4 450 3.37 32 1408.0 116.25 118 313 11.2 2 159 1536 2 2 16714 0 0 0 0 0.0 2.5 317 3.46 217 714.0 130.20 140 207 10.1 3 160 2772 0 2 20955 1 0 0 0 0.0 0.6 217 3.62 13 414.0 75.95 119 224 10.5 3 161 2797 0 2 15612 1 0 0 0 0.0 2.3 502 3.56 4 964.0 120.90 180 269 9.6 2 162 186 2 2 21483 1 0 1 1 0.0 3.2 260 3.19 91 815.0 127.10 101 160 12.0 4 163 2055 2 1 19540 1 0 0 0 0.0 0.3 233 4.08 20 622.0 66.65 68 358 9.9 3 164 264 2 2 15857 1 0 1 1 0.5 8.5 . 3.34 161 1428.0 181.35 . 88 13.3 4 165 1077 2 1 19470 0 0 1 0 0.0 4.0 196 3.45 80 2496.0 133.30 142 212 11.3 4 166 2721 0 2 15105 1 0 1 0 0.0 5.7 1480 3.26 84 1960.0 457.25 108 213 9.5 2 167 1682 2 1 22265 0 0 1 0 0.0 0.9 376 3.86 200 1015.0 83.70 154 238 10.3 4 168 2713 0 2 17442 1 0 1 0 0.0 0.4 257 3.80 44 842.0 97.65 110 . 9.2 2 169 1212 2 2 12963 1 0 0 0 0.0 1.3 408 4.22 67 1387.0 142.60 137 295 10.1 3 170 2692 0 1 17774 1 0 0 0 0.0 1.2 390 3.61 32 1509.0 88.35 52 263 9.0 3 171 2574 0 1 19237 1 0 0 0 0.0 0.5 . 4.52 31 784.0 74.40 . 361 10.1 3 172 2301 0 2 18215 1 0 0 1 0.0 1.3 205 3.34 65 1031.0 91.45 126 217 9.8 3 173 2657 0 1 11058 1 0 1 1 0.0 3.0 236 3.42 76 1403.0 89.90 86 493 9.8 2 174 2644 0 1 20296 1 0 0 0 0.0 0.5 . 3.85 63 663.0 79.05 . 311 9.7 1 175 2624 0 2 19049 1 0 0 0 0.0 0.8 283 3.80 152 718.0 108.50 168 340 10.1 3 176 1492 2 1 15198 1 0 1 1 0.0 3.2 . 3.56 77 1790.0 139.50 . 149 10.1 4 177 2609 0 2 20254 1 0 0 0 0.0 0.9 258 4.01 49 559.0 43.40 133 277 10.4 2 178 2580 0 1 25569 1 0 0 0 0.0 0.6 . 4.08 51 665.0 74.40 . 325 10.2 4 179 2573 0 2 16050 1 0 1 0 0.0 1.8 396 3.83 39 2148.0 102.30 133 278 9.9 4 180 2563 0 2 15548 1 0 0 0 0.0 4.7 478 4.38 44 1629.0 237.15 76 175 10.4 3 181 2556 0 1 16279 1 0 1 1 0.0 1.4 248 3.58 63 554.0 75.95 106 79 10.3 4 182 2555 0 1 20799 1 0 1 0 0.0 0.6 . 3.69 161 674.0 26.35 . 539 9.9 2 183 2241 1 2 14705 1 0 0 0 0.0 0.5 201 3.73 44 1345.0 54.25 145 445 10.1 2 184 974 2 2 13736 1 0 1 0 0.0 11.0 674 3.55 358 2412.0 167.40 140 471 9.8 3 185 2527 0 1 17664 1 0 0 0 0.0 0.8 256 3.54 42 1132.0 74.40 94 192 10.5 3 186 1576 2 1 25873 1 0 0 1 0.5 2.0 225 3.53 51 933.0 69.75 62 200 12.7 3 187 733 2 2 13073 1 0 1 0 0.0 14.0 808 3.43 251 2870.0 153.45 137 268 11.5 3 188 2332 0 1 22873 1 0 1 0 0.0 0.7 187 3.48 41 654.0 120.90 98 164 11.0 4 189 2456 0 2 18499 1 0 1 0 0.0 1.3 360 3.63 52 1812.0 97.65 164 256 9.9 3 190 2504 0 1 19916 1 0 0 1 0.0 2.3 . 3.93 24 1828.0 133.30 . 327 10.2 2 191 216 2 2 19246 1 1 1 1 0.0 24.5 1092 3.35 233 3740.0 147.25 432 399 15.2 4 192 2443 0 1 19256 1 0 1 0 0.0 0.9 308 3.69 67 696.0 51.15 101 344 9.8 4 193 797 2 2 20736 1 0 0 0 0.0 10.8 932 3.19 267 2184.0 161.20 157 382 10.4 4 194 2449 0 1 16216 1 0 0 0 0.0 1.5 293 4.30 50 975.0 125.55 56 336 9.1 2 195 2330 0 1 10795 1 0 1 0 0.0 3.7 347 3.90 76 2544.0 221.65 90 129 11.5 4 196 2363 0 1 20834 1 0 1 1 0.0 1.4 226 3.36 13 810.0 72.85 62 117 11.6 4 197 2365 0 1 16300 1 0 0 0 0.0 0.6 266 3.97 25 1164.0 102.30 102 201 10.1 2 198 2357 0 2 13075 1 0 0 1 0.0 0.7 286 2.90 38 1692.0 141.05 90 381 9.6 2 199 1592 0 1 14872 1 0 0 0 0.0 2.1 392 3.43 52 1395.0 184.45 194 328 10.2 3 200 2318 0 2 11773 1 0 0 1 0.0 4.7 236 3.55 112 1391.0 137.95 114 332 9.9 3 201 2294 0 2 15009 1 0 1 0 0.0 0.6 235 3.20 26 1758.0 106.95 67 228 10.8 4 202 2272 0 1 22514 1 0 0 0 0.0 0.5 223 3.80 15 1044.0 80.60 89 514 10.0 2 203 2221 0 2 13535 1 0 1 0 0.0 0.5 149 4.04 227 598.0 52.70 57 166 9.9 2 204 2090 2 2 22857 1 0 0 0 0.0 0.7 255 3.74 23 1024.0 77.50 58 281 10.2 3 205 2081 2 1 17889 1 1 0 0 0.0 2.5 382 3.55 108 1516.0 238.70 . 126 10.3 3 206 2255 0 1 22642 1 0 0 0 0.0 0.6 213 4.07 12 5300.0 57.35 68 240 11.0 1 207 2171 0 1 26580 1 0 0 0 0.5 0.6 . 3.33 14 733.0 85.25 . 259 10.1 4 208 904 2 1 22388 1 0 1 0 0.0 3.9 396 3.20 58 1440.0 153.45 131 156 10.0 4 209 2216 0 2 19221 1 0 1 1 0.0 0.7 252 4.01 11 1210.0 72.85 58 309 9.5 2 210 2224 0 2 18176 0 0 1 0 0.0 0.9 346 3.37 81 1098.0 122.45 90 298 10.0 2 211 2195 0 2 19327 1 0 0 0 0.0 1.3 . 3.76 27 1282.0 100.75 . 114 10.3 3 212 2176 0 2 17263 1 0 0 0 0.0 1.2 232 3.98 11 1074.0 100.75 99 223 9.9 3 213 2178 0 1 18337 1 0 0 1 0.0 0.5 400 3.40 9 1134.0 96.10 55 356 10.2 3 214 1786 2 2 25329 1 0 1 0 0.0 0.9 404 3.43 34 1866.0 79.05 224 236 9.9 3 215 1080 2 2 15037 1 0 0 0 0.0 5.9 1276 3.85 141 1204.0 203.05 157 216 10.7 3 216 2168 0 1 21610 1 0 0 0 0.0 0.5 . 3.68 20 856.0 55.80 . 146 10.4 3 217 790 2 2 13178 1 0 1 0 0.0 11.4 608 3.31 65 1790.0 151.90 210 298 10.8 4 218 2170 0 1 12636 1 0 0 0 0.0 0.5 . 3.89 29 897.0 66.65 . 423 10.1 1 219 2157 0 2 15601 1 0 0 0 0.0 1.6 215 4.17 67 936.0 134.85 85 176 9.6 3 220 1235 2 1 23241 1 0 0 1 0.0 3.8 426 3.22 96 2716.0 210.80 113 228 10.6 2 221 2050 0 2 20684 1 0 1 0 0.0 0.9 360 3.65 72 3186.0 94.55 154 269 9.7 4 222 597 2 2 16898 1 0 1 0 0.0 4.5 372 3.38 227 2310.0 167.40 135 240 12.4 3 223 334 2 1 22369 1 1 1 0 1.0 14.1 448 2.43 123 1833.0 134.00 155 210 11.0 4 224 1945 0 1 14106 1 0 0 0 0.0 1.0 309 3.66 67 1214.0 158.10 101 309 9.7 3 225 2022 0 1 14161 1 0 0 0 0.0 0.7 274 3.66 108 1065.0 88.35 135 251 10.1 2 226 1978 0 2 20708 1 0 1 0 0.0 0.5 223 3.70 39 884.0 75.95 104 231 9.6 3 227 999 2 1 21532 0 0 0 0 0.0 2.3 316 3.35 172 1601.0 179.80 63 394 9.7 2 228 1967 0 2 13486 1 0 0 0 0.0 0.7 215 3.35 41 645.0 93.00 74 165 9.6 3 229 348 2 1 22797 1 1 1 0 0.5 4.5 191 3.05 200 1020.0 175.15 118 139 11.4 4 230 1979 0 2 12641 1 0 1 1 0.0 3.3 302 3.41 51 310.0 83.70 44 95 11.5 4 231 1165 2 2 21307 1 0 1 1 0.0 3.4 518 1.96 115 2250.0 203.05 90 190 10.7 4 232 1951 0 1 18329 1 0 1 0 0.0 0.4 267 3.02 47 1001.0 133.30 87 265 10.6 3 233 1932 0 1 15591 1 0 1 1 0.0 0.9 514 3.06 412 2622.0 105.40 87 284 9.8 4 234 1776 0 2 12557 1 0 0 0 0.0 0.9 578 3.35 78 976.0 116.25 177 322 11.2 2 235 1882 0 2 12120 1 0 1 0 0.0 13.0 1336 4.16 71 3510.0 209.25 111 338 11.9 3 236 1908 0 1 14019 1 0 1 1 0.0 1.5 253 3.79 67 1006.0 139.50 106 341 9.7 3 237 1882 0 1 21828 1 0 1 0 0.0 1.6 442 2.95 105 820.0 85.25 108 181 10.1 3 238 1874 0 2 24257 1 0 0 0 0.5 0.6 280 3.35 . 1093.0 128.65 81 295 9.8 2 239 694 2 1 17090 1 0 1 1 0.0 0.8 300 2.94 231 1794.0 130.20 99 319 11.2 4 240 1831 0 1 20483 1 0 0 0 0.0 0.4 232 3.72 24 369.0 51.15 139 326 10.1 3 241 837 1 2 15112 1 0 1 1 0.0 4.4 316 3.62 308 1119.0 114.70 322 282 9.8 4 242 1810 0 1 23585 1 0 1 0 0.0 1.9 354 2.97 86 1553.0 196.85 152 277 9.9 3 243 930 2 2 24650 1 0 1 0 0.0 8.0 468 2.81 139 2009.0 198.40 139 233 10.0 4 244 1690 2 1 16374 1 0 0 1 0.0 3.9 350 3.22 121 1268.0 272.80 231 270 9.6 3 245 1790 0 2 16718 1 0 1 0 0.0 0.6 273 3.65 48 794.0 52.70 214 305 9.6 3 246 1435 1 1 12035 1 0 1 0 0.0 2.1 387 3.77 63 1613.0 150.35 33 185 10.1 4 247 732 1 1 15056 1 0 1 0 0.0 6.1 1712 2.83 89 3681.0 158.10 139 297 10.0 3 248 1785 0 2 20241 1 0 1 0 0.0 0.8 324 3.51 39 1237.0 66.65 146 371 10.0 3 249 1783 0 1 17525 1 0 0 1 0.0 1.3 242 3.20 35 1556.0 175.15 71 195 10.6 4 250 1769 0 2 14899 1 0 1 0 0.0 0.6 299 3.36 23 2769.0 220.10 85 303 10.9 4 251 1457 0 1 20810 1 0 0 0 0.0 0.5 227 3.61 40 676.0 83.00 120 249 9.9 2 252 1770 0 1 25006 1 0 1 1 0.0 1.1 246 3.35 116 924.0 113.15 90 317 10.0 4 253 1765 0 1 28650 0 1 1 1 0.0 7.1 243 3.03 380 983.0 158.10 154 97 11.2 4 254 737 1 1 14558 1 0 1 1 0.0 3.1 227 3.75 121 1136.0 110.00 91 264 10.0 3 255 1735 0 2 12897 1 0 1 1 0.0 0.7 193 3.85 35 466.0 53.00 118 156 10.3 3 256 1701 0 1 11485 1 0 0 0 0.0 1.1 336 3.74 48 823.0 84.00 108 242 9.7 3 257 1614 0 1 21281 1 0 0 0 0.0 0.5 280 4.23 36 377.0 56.00 146 227 10.6 2 258 1702 0 1 18806 1 0 0 0 0.0 1.1 414 3.44 80 1003.0 99.00 55 271 9.6 1 259 1615 0 2 21904 1 0 1 0 0.0 3.1 277 2.97 42 1110.0 125.00 126 221 9.8 3 260 1656 0 2 27220 0 0 1 0 0.0 5.6 232 3.59 188 1120.0 98.00 128 248 10.9 4 261 1677 0 2 19126 1 0 1 1 0.0 3.2 375 3.14 129 857.0 89.00 . 375 9.5 3 262 1666 0 2 15628 1 0 1 0 0.0 2.8 322 3.06 65 2562.0 91.00 209 231 9.5 3 263 1301 1 2 12738 1 0 1 1 0.5 1.1 432 3.57 45 1406.0 190.00 77 248 11.4 4 264 1542 1 2 16122 1 0 1 1 0.0 3.4 356 3.12 188 1911.0 92.00 130 318 11.2 3 265 1084 1 2 16941 1 0 1 0 0.0 3.5 348 3.20 121 938.0 120.00 146 296 10.0 4 266 1614 0 1 20567 1 0 0 0 0.0 0.5 318 3.32 52 613.0 70.00 260 279 10.2 3 267 179 2 1 25899 1 1 1 1 1.0 6.6 222 2.33 138 620.0 106.00 91 195 12.1 4 268 1191 2 1 20233 1 1 1 0 0.5 6.4 344 2.75 16 834.0 82.00 179 149 11.0 4 269 1363 0 2 16467 1 0 0 0 0.0 3.6 374 3.50 143 1428.0 188.00 44 151 10.1 2 270 1568 0 1 9598 1 0 1 1 0.0 1.0 448 3.74 102 1128.0 71.00 117 228 10.2 3 271 1569 0 2 18435 1 0 1 0 0.0 1.0 321 3.50 94 955.0 111.00 177 289 9.7 3 272 1525 0 1 14025 1 0 0 0 0.0 0.5 226 2.93 22 674.0 58.00 85 153 9.8 1 273 1558 0 2 17320 1 0 0 1 0.0 2.2 328 3.46 75 1677.0 87.00 116 202 9.6 3 274 1447 1 1 17525 1 0 0 0 0.0 1.6 . 3.07 136 1995.0 128.00 . 372 9.6 4 275 1349 0 1 13995 1 0 0 0 0.0 2.2 572 3.77 77 2520.0 92.00 114 309 9.5 4 276 1481 0 1 18302 1 0 0 0 0.0 1.0 219 3.85 67 640.0 145.00 108 95 10.7 2 277 1434 0 2 12816 1 0 0 0 0.5 1.0 317 3.56 44 1636.0 84.00 111 394 9.8 3 278 1420 0 2 11872 1 0 0 0 0.0 5.6 338 3.70 130 2139.0 185.00 193 215 9.9 4 279 1433 0 2 20510 1 0 0 0 0.0 0.5 198 3.77 38 911.0 57.00 56 280 9.8 2 280 1412 0 1 16858 1 0 0 0 0.0 1.6 325 3.69 69 2583.0 142.00 140 284 9.6 3 281 41 2 1 24064 1 1 0 0 1.0 17.9 175 2.10 220 705.0 338.00 229 62 12.9 4 282 1455 0 2 12398 1 0 1 0 0.0 1.3 304 3.52 97 1622.0 71.00 169 255 9.5 4 283 1030 0 2 22960 1 0 0 0 0.0 1.1 412 3.99 103 1293.0 91.00 113 422 9.6 4 284 1418 0 2 17738 1 0 0 0 0.0 1.3 291 3.44 75 1082.0 85.00 195 251 9.5 3 285 1401 0 1 16929 1 0 0 0 0.0 0.8 253 3.48 65 688.0 57.00 80 252 10.0 1 286 1408 0 1 14191 1 0 1 1 0.0 2.0 310 3.36 70 1257.0 122.00 118 143 9.8 3 287 1234 0 1 21421 1 0 0 1 0.0 6.4 373 3.46 155 1768.0 120.00 151 258 10.1 4 288 1067 1 2 17874 1 0 1 0 0.5 8.7 310 3.89 107 637.0 117.00 242 298 9.6 2 289 799 2 1 24681 0 0 1 0 0.5 4.0 416 3.99 177 960.0 86.00 242 269 9.8 2 290 1363 0 1 24101 1 0 0 0 0.0 1.4 294 3.57 33 722.0 93.00 69 283 9.8 3 291 901 1 1 14939 1 0 0 0 0.0 3.2 339 3.18 123 3336.0 205.00 84 304 9.9 4 292 1329 0 2 18352 0 0 1 0 0.0 8.6 546 3.73 84 1070.0 127.00 153 291 11.2 3 293 1320 0 2 20891 1 0 1 1 1.0 8.5 194 2.98 196 815.0 163.00 78 122 12.3 4 294 1302 0 1 22111 0 0 1 0 0.0 6.6 1000 3.07 88 3150.0 193.00 133 299 10.9 4 295 877 1 1 12912 0 0 0 0 0.0 2.4 646 3.83 102 855.0 127.00 194 306 10.3 3 296 1321 0 2 11462 1 0 0 0 0.0 0.8 328 3.31 62 1105.0 137.00 95 293 10.9 4 297 533 1 1 20449 0 0 1 0 0.0 1.2 275 3.43 100 1142.0 75.00 91 217 11.3 4 298 1300 0 2 19258 1 0 1 0 0.0 1.1 340 3.37 73 289.0 97.00 93 243 10.2 3 299 1293 0 1 13913 1 0 0 0 0.0 2.4 342 3.76 90 1653.0 150.00 127 213 10.8 3 300 207 2 2 21247 1 0 1 0 0.0 5.2 . 2.23 234 601.0 135.00 . 206 12.3 4 301 1295 0 2 16513 1 0 0 0 0.0 1.0 393 3.57 50 1307.0 74.00 103 295 10.5 4 302 1271 0 1 13806 1 0 0 0 0.0 0.7 335 3.95 43 657.0 52.00 104 268 10.6 2 303 1250 0 2 22156 1 0 1 1 0.0 1.0 372 3.25 108 1190.0 140.00 55 248 10.6 4 304 1230 0 1 12979 1 0 0 0 0.0 0.5 219 3.93 22 663.0 45.00 75 246 10.8 3 305 1216 0 2 15730 1 0 1 1 0.0 2.9 426 3.61 73 5184.0 288.00 144 275 10.6 3 306 1216 0 2 20597 1 0 1 0 0.0 0.6 239 3.45 31 1072.0 55.00 64 227 10.7 2 307 1149 0 2 11167 1 0 0 0 0.0 0.8 273 3.56 52 1282.0 130.00 59 344 10.5 2 308 1153 0 1 22347 1 0 1 0 0.0 0.4 246 3.58 24 797.0 91.00 113 288 10.4 2 309 994 0 2 21294 1 0 0 0 0.0 0.4 260 2.75 41 1166.0 70.00 82 231 10.8 2 310 939 0 1 22767 1 0 0 0 0.0 1.7 434 3.35 39 1713.0 171.00 100 234 10.2 2 311 839 0 1 13879 1 0 0 0 0.0 2.0 247 3.16 69 1050.0 117.00 88 335 10.5 2 312 788 0 2 12109 1 0 0 1 0.0 6.4 576 3.79 186 2115.0 136.00 149 200 10.8 2 ############################################################################# VA lung cancer data Patients with advanced, inoperable lung cancer were treated with chemotherapy. N = 137 # Veteran's Administration Lung Cancer Trial # Taken from Kalbfleisch and Prentice, pages 223-224 # # Variables # Treatment 1=standard, 2=test # Cell type 1=squamous, 2=small cell, 3=adeno, 4=large # Survival in days # Status 1=dead, 0=censored # Karnofsky score (measure of general performance, 100=best) # Months from Diagnosis # Age in years # Prior therapy 0=no, 10=yes 1 1 72 1 60 7 69 0 1 1 411 1 70 5 64 10 1 1 228 1 60 3 38 0 1 1 126 1 60 9 63 10 1 1 118 1 70 11 65 10 1 1 10 1 20 5 49 0 1 1 82 1 40 10 69 10 1 1 110 1 80 29 68 0 1 1 314 1 50 18 43 0 1 1 100 0 70 6 70 0 1 1 42 1 60 4 81 0 1 1 8 1 40 58 63 10 1 1 144 1 30 4 63 0 1 1 25 0 80 9 52 10 1 1 11 1 70 11 48 10 1 2 30 1 60 3 61 0 1 2 384 1 60 9 42 0 1 2 4 1 40 2 35 0 1 2 54 1 80 4 63 10 1 2 13 1 60 4 56 0 1 2 123 0 40 3 55 0 1 2 97 0 60 5 67 0 1 2 153 1 60 14 63 10 1 2 59 1 30 2 65 0 1 2 117 1 80 3 46 0 1 2 16 1 30 4 53 10 1 2 151 1 50 12 69 0 1 2 22 1 60 4 68 0 1 2 56 1 80 12 43 10 1 2 21 1 40 2 55 10 1 2 18 1 20 15 42 0 1 2 139 1 80 2 64 0 1 2 20 1 30 5 65 0 1 2 31 1 75 3 65 0 1 2 52 1 70 2 55 0 1 2 287 1 60 25 66 10 1 2 18 1 30 4 60 0 1 2 51 1 60 1 67 0 1 2 122 1 80 28 53 0 1 2 27 1 60 8 62 0 1 2 54 1 70 1 67 0 1 2 7 1 50 7 72 0 1 2 63 1 50 11 48 0 1 2 392 1 40 4 68 0 1 2 10 1 40 23 67 10 1 3 8 1 20 19 61 10 1 3 92 1 70 10 60 0 1 3 35 1 40 6 62 0 1 3 117 1 80 2 38 0 1 3 132 1 80 5 50 0 1 3 12 1 50 4 63 10 1 3 162 1 80 5 64 0 1 3 3 1 30 3 43 0 1 3 95 1 80 4 34 0 1 4 177 1 50 16 66 10 1 4 162 1 80 5 62 0 1 4 216 1 50 15 52 0 1 4 553 1 70 2 47 0 1 4 278 1 60 12 63 0 1 4 12 1 40 12 68 10 1 4 260 1 80 5 45 0 1 4 200 1 80 12 41 10 1 4 156 1 70 2 66 0 1 4 182 0 90 2 62 0 1 4 143 1 90 8 60 0 1 4 105 1 80 11 66 0 1 4 103 1 80 5 38 0 1 4 250 1 70 8 53 10 1 4 100 1 60 13 37 10 2 1 999 1 90 12 54 10 2 1 112 1 80 6 60 0 2 1 87 0 80 3 48 0 2 1 231 0 50 8 52 10 2 1 242 1 50 1 70 0 2 1 991 1 70 7 50 10 2 1 111 1 70 3 62 0 2 1 1 1 20 21 65 10 2 1 587 1 60 3 58 0 2 1 389 1 90 2 62 0 2 1 33 1 30 6 64 0 2 1 25 1 20 36 63 0 2 1 357 1 70 13 58 0 2 1 467 1 90 2 64 0 2 1 201 1 80 28 52 10 2 1 1 1 50 7 35 0 2 1 30 1 70 11 63 0 2 1 44 1 60 13 70 10 2 1 283 1 90 2 51 0 2 1 15 1 50 13 40 10 2 2 25 1 30 2 69 0 2 2 103 0 70 22 36 10 2 2 21 1 20 4 71 0 2 2 13 1 30 2 62 0 2 2 87 1 60 2 60 0 2 2 2 1 40 36 44 10 2 2 20 1 30 9 54 10 2 2 7 1 20 11 66 0 2 2 24 1 60 8 49 0 2 2 99 1 70 3 72 0 2 2 8 1 80 2 68 0 2 2 99 1 85 4 62 0 2 2 61 1 70 2 71 0 2 2 25 1 70 2 70 0 2 2 95 1 70 1 61 0 2 2 80 1 50 17 71 0 2 2 51 1 30 87 59 10 2 2 29 1 40 8 67 0 2 3 24 1 40 2 60 0 2 3 18 1 40 5 69 10 2 3 83 0 99 3 57 0 2 3 31 1 80 3 39 0 2 3 51 1 60 5 62 0 2 3 90 1 60 22 50 10 2 3 52 1 60 3 43 0 2 3 73 1 60 3 70 0 2 3 8 1 50 5 66 0 2 3 36 1 70 8 61 0 2 3 48 1 10 4 81 0 2 3 7 1 40 4 58 0 2 3 140 1 70 3 63 0 2 3 186 1 90 3 60 0 2 3 84 1 80 4 62 10 2 3 19 1 50 10 42 0 2 3 45 1 40 3 69 0 2 3 80 1 40 4 63 0 2 4 52 1 60 4 45 0 2 4 164 1 70 15 68 10 2 4 19 1 30 4 39 10 2 4 53 1 60 12 66 0 2 4 15 1 30 5 63 0 2 4 43 1 60 11 49 10 2 4 340 1 80 10 64 10 2 4 133 1 75 1 65 0 2 4 111 1 60 5 64 0 2 4 231 1 70 18 67 10 2 4 378 1 80 4 65 0 2 4 49 1 30 3 37 0