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

 

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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

 

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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 22 110.6 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