Nonparametric Analysis of Competing-Risks Data
/****************************************************************/
/* S A S S A M P L E L I B R A R Y */
/* */
/* NAME: LIFTCRSK */
/* TITLE: Nonparametric Analysis of Competing-Risks Data */
/* SYSTEM: ALL */
/* KEYS: Competing Risks, CIF, Gray (1988)'s K-Sample Test */
/* PROCS: LIFETEST */
/* DATA: Marubini and Valsecchi (1995, Table 10.1) */
/* Pintitle (2006, Sections 1.6.3 and 1.6.4) */
/* SUPPORT: sasycs */
/* REF: */
/* MISC: Reproduce results given in textbooks */
/****************************************************************/
/*
References:
Marubini, E. and Valsecchi, M.G. (2005), Analysing Survival Data from
Clinical Trials and Observational Studies, Wiley.
Pintilie, M. (2006), Competing Risks -- A Practive Perspective, Wiley.
*/
********************************************************************
Reproducing results in Marubini and Velsecchi (2005), Sections 10.4
and 10.5.
Data source: Marubini and Velsecchi (1995, Table 10.1, p 332);
*******************************************************************;
data a (drop=_i_);
array type1(10) _temporary_ (1 13 17 30 34 41 78 100 119 169);
array type2(20) _temporary_ (1 6 8 13 13 15 33 37 44 45
63 80 89 89 91 132 144 171 183 240);
array type3(5) _temporary_ (34 60 63 149 207);
do _i_=1 to 10;
status=1;
t=type1{_i_};
output;
end;
do _i_=1 to 20;
status=2;
t=type2{_i_};
output;
end;
do _i_=1 to 5;
status=0;
t=type3{_i_};
output;
end;
run;
data b (drop=_i_);
array type1(10) _temporary_ (7 16 16 20 39 49 56 73 93 113);
array type2(20) _temporary_ (1 2 4 6 8 9 10 13 17 17
17 18 18 27 29 39 50 69 76 110);
array type3(5) _temporary_ (34 60 63 78 149);
do _i_=1 to 10;
status=1;
t=type1{_i_};
output;
end;
do _i_=1 to 20;
status=2;
t=type2{_i_};
output;
end;
do _i_=1 to 5;
status=0;
t=type3{_i_};
output;
end;
run;
title "Marubini and Velsecchi (1996, Table 10.2 on p 339, and p 342)";
proc lifetest data=b error=delta outcif=outc0 noprint
timelist=0 7 16 20 39 49 56 73 93 113 reduceout
conftype=log error=delta;
time t*status(0) / failcode=1;
run;
proc print data=outc0;
run;
title "Marubini and Velsecchi (1996, Table 10.3 on p 343)";
title2 "***** Group A *****";
proc lifetest data=a error=delta timelist=15 30 60 120 240 plots=none
outcif=outc1 reduceout noprint;
time t*status(0) / failcode;
run;
proc print data=outc1;
run;
title2 "***** Group B *****";
proc lifetest data=b error=delta timelist=15 30 60 113 plots=none
outcif=outc2 reduceout noprint;
time t*status(0) / failcode;
run;
proc print data=outc2;
run;
*************************************************************************
Reproducing results in Pintilie (2006, Section 4.3.1 pp 64-69).
Data source:
http://www.uhnres.utoronto.ca/labs/hill/datasets/Pintilie/datasets/bmt.txt
(for more information, see Pentilie (2006, Section 1.6.4 Bone marrow
transplant study)
*************************************************************************;
data bmt;
array t(3) cgvhtime reltime survtime;
array s(3) cgvh rcens stat;
input dx $ tx $ extent $ agvhdgd age survtime reltime agvhtime
cgvhtime stat rcens agvh cgvh stnum;
dftime= min(survtime,reltime,cgvhtime);
cens=0;
do i=1 to 3;
if dftime=t(i) and s(i)=1 then cens=i;
end;
drop i;
datalines;
CML PB L 1 36 4.895 4.895 0.099 0.520 0 0 1 1 1
AML PB L 3 57 3.474 0.753 0.101 0.408 1 1 1 1 2
CML PB L 0 48 4.950 4.950 4.950 0.348 0 0 0 1 3
AML PB L 2 52 4.643 4.643 0.057 0.482 0 0 1 1 4
AML PB L 3 45 4.066 4.066 0.137 0.378 0 0 1 1 5
AML PB L 3 47 1.558 0.416 0.055 1.558 1 1 1 0 6
CML PB L 1 40 4.512 4.512 0.090 0.381 0 0 1 1 7
AML PB L 3 38 4.041 4.041 0.082 0.914 0 0 1 1 8
AML PB L 2 41 4.164 4.164 0.055 0.923 0 0 1 1 9
CML PB L 0 50 4.011 4.011 4.011 0.397 0 0 0 1 10
CML PB L 1 56 3.945 3.945 0.047 0.479 0 0 1 1 11
CML PB L 2 56 4.361 4.361 0.079 0.991 0 0 1 1 12
AML PB L 1 54 0.841 0.654 0.077 0.474 1 1 1 1 13
CML PB L 3 25 2.951 2.951 0.164 0.339 0 0 1 1 14
CML PB L 4 40 0.586 0.586 0.055 0.277 1 0 1 1 15
CML PB L 0 41 3.559 3.559 3.559 0.367 0 0 0 1 16
CML PB L 2 57 3.422 3.422 0.131 0.742 0 0 1 1 17
CML PB L 3 62 0.408 0.408 0.408 0.408 0 0 1 1 18
CML PB L 1 29 3.428 3.428 0.090 0.958 0 0 1 1 19
AML PB L 1 44 0.063 0.063 0.014 0.063 1 0 1 0 20
CML PB L 2 40 1.572 1.572 0.090 0.282 1 0 1 1 21
CML PB L 1 54 1.013 1.013 0.093 0.413 1 0 1 1 22
AML PB L 2 37 3.023 3.023 0.074 0.394 0 0 1 1 23
AML PB L 1 58 2.979 2.979 0.079 0.342 0 0 1 1 24
CML PB L 3 39 2.817 2.817 0.049 0.367 0 0 1 1 25
CML PB L 2 31 2.804 2.804 0.137 0.277 0 0 1 1 26
CML PB L 2 45 2.609 2.609 0.252 0.367 0 0 1 1 27
AML PB L 0 48 2.508 2.508 2.508 0.331 0 0 0 1 28
CML PB L 0 53 0.665 0.665 0.665 0.320 1 0 0 1 29
CML PB L 0 29 2.497 2.497 2.497 0.329 0 0 0 1 30
CML PB L 0 27 1.799 1.799 1.799 0.444 1 0 0 1 31
AML PB L 3 45 0.471 0.438 0.071 0.471 1 1 1 0 32
CML PB L 1 39 2.031 2.031 0.112 0.964 0 0 1 1 33
CML PB L 3 49 2.073 2.073 0.063 0.564 0 0 1 1 34
AML PB L 1 37 0.999 0.750 0.274 0.402 1 1 1 1 35
AML PB L 3 53 0.427 0.427 0.055 0.277 1 0 1 1 36
CML PB L 1 48 1.766 1.766 0.216 0.400 0 0 1 1 37
AML PB L 1 59 1.555 1.555 0.178 0.446 0 0 1 1 38
CML PB L 2 33 1.670 1.670 0.110 0.474 0 0 1 1 39
CML PB L 0 38 1.607 1.607 1.607 0.329 0 0 0 1 40
CML PB L 4 37 1.511 1.511 0.055 0.323 0 0 1 1 41
AML PB L 3 41 1.287 1.287 0.049 0.392 0 0 1 1 42
AML PB E 1 64 1.227 1.227 0.230 0.496 0 0 1 1 43
CML PB L 3 32 1.300 1.300 0.063 0.630 0 0 1 1 44
CML PB L 0 41 1.270 1.270 1.270 0.383 0 0 0 1 45
AML PB E 1 56 1.205 1.205 0.074 1.205 0 0 1 0 46
CML PB L 1 50 1.147 1.147 0.131 0.361 0 0 1 1 47
CML PB L 3 37 1.109 1.109 0.055 0.277 0 0 1 1 48
CML PB L 0 27 0.994 0.994 0.994 0.287 0 0 0 1 49
CML BM L 3 45 4.572 4.572 0.066 0.619 0 0 1 1 50
AML BM L 3 45 4.616 4.616 0.101 0.452 0 0 1 1 51
AML BM L 2 42 4.000 4.000 0.027 0.290 0 0 1 1 52
CML BM L 0 22 4.238 4.238 4.238 0.479 0 0 0 1 53
AML BM L 4 47 0.110 0.110 0.074 0.110 1 0 1 0 54
AML BM L 2 48 4.030 4.030 0.101 0.857 0 0 1 1 55
AML BM L 2 49 3.124 2.527 0.115 1.993 1 1 1 1 56
CML BM L 2 38 0.515 0.515 0.079 0.463 1 0 1 1 57
CML BM L 1 39 4.222 3.149 0.085 0.496 0 1 1 1 58
CML BM L 3 41 4.027 4.027 0.104 0.422 0 0 1 1 59
CML BM L 2 46 1.969 1.969 0.038 0.307 1 0 1 1 60
AML BM L 0 24 3.792 3.792 3.792 0.701 0 0 0 1 61
AML BM L 3 32 0.427 0.427 0.041 0.279 1 0 1 1 62
CML BM L 0 36 3.340 3.340 3.340 0.419 0 0 0 1 63
CML BM L 1 53 3.504 0.720 0.112 0.616 0 1 1 1 64
CML BM L 0 52 3.685 3.685 3.685 0.331 0 0 0 1 65
CML BM L 1 59 0.181 0.181 0.049 0.181 1 0 1 0 66
CML BM L 3 42 0.736 0.736 0.090 0.567 1 0 1 1 67
CML BM L 1 65 0.287 0.287 0.052 0.287 1 0 1 0 68
CML BM E 0 60 0.057 0.057 0.057 0.057 0 0 0 0 69
CML BM L 2 61 3.107 3.107 0.088 0.764 0 0 1 1 70
CML BM L 1 55 3.088 3.088 0.110 0.381 0 0 1 1 71
AML BM E 0 48 0.446 0.274 0.446 0.446 1 1 0 0 72
AML BM E 0 49 2.776 2.776 2.776 2.776 0 0 0 0 73
CML BM L 0 36 0.693 0.172 0.693 0.635 1 1 0 1 74
AML BM L 1 48 2.010 2.010 0.077 0.553 0 0 1 1 75
CML BM L 0 47 2.374 2.374 2.374 0.287 0 0 0 1 76
AML BM L 3 43 1.079 1.079 0.088 0.345 1 0 1 1 77
CML BM L 0 56 2.604 2.604 2.604 0.375 0 0 0 1 78
CML BM L 1 56 2.478 2.478 0.170 0.517 0 0 1 1 79
CML BM L 0 36 2.338 2.338 2.338 0.457 0 0 0 1 80
CML BM L 2 52 2.300 2.300 0.049 0.345 0 0 1 1 81
CML BM E 1 44 0.219 0.219 0.145 0.219 1 0 1 0 82
AML BM L 3 32 2.127 2.127 0.118 0.422 0 0 1 1 83
AML BM L 1 44 2.034 2.034 0.096 0.479 0 0 1 1 84
CML BM L 0 45 2.034 2.034 2.034 0.290 0 0 0 1 85
AML BM L 3 48 2.007 2.007 0.088 0.350 0 0 1 1 86
CML BM L 0 48 1.183 1.183 1.183 0.372 0 0 0 1 87
AML BM L 3 42 0.375 0.375 0.096 0.277 1 0 1 1 88
AML BM E 2 24 0.353 0.301 0.096 0.353 1 1 1 0 89
CML BM L 2 26 1.566 1.566 0.137 0.474 0 0 1 1 90
CML BM L 2 34 1.588 1.588 0.129 0.465 0 0 1 1 91
CML BM L 0 57 1.243 1.243 1.243 0.433 0 0 0 1 92
CML BM L 3 51 1.555 1.555 0.090 0.359 0 0 1 1 93
AML BM L 2 54 1.202 1.202 0.192 1.202 0 0 1 0 94
AML BM E 0 20 1.251 1.251 1.251 0.408 0 0 0 1 95
AML BM L 2 39 1.114 1.114 0.074 0.402 0 0 1 1 96
AML BM L 0 49 1.150 1.150 1.150 0.350 0 0 0 1 97
CML BM L 1 42 0.997 0.997 0.142 0.411 0 0 1 1 98
CML BM L 0 44 1.057 1.057 1.057 0.301 0 0 0 1 99
CML BM L 1 56 1.125 1.125 0.129 0.320 0 0 1 1 100
;
ods select none;
proc lifetest data=bmt outcif=outc1 timelist=.5 to 2.5 by .5
reduceout cifvar;
time dftime*cens(0) / eventcode;
ods output FailureSummary=risksummary;
title "Pintilie(2006, p 65)";
run;
ods select all;
proc print data=risksummary;
run;
proc print data=outc1;
run;
proc lifetest data=bmt outcif=outc2 timelist=.25 to 1 by .25 reduceout
cifvar reduceout noprint;
time dftime*cens(0) / eventcode;
title "Pintilie(2006, p 66)";
run;
proc print data=outc2;
run;
proc lifetest data=bmt outcif=outc3 timelist=.5 .75 reduceout
cifvar reduceout noprint;
time dftime*cens(0) / eventcode;
strata tx;
title "Pintilie(2006, pp 67-68)";
run;
proc print data=outc3;
run;
proc lifetest data=bmt outcif=outc4a timelist=.5 reduceout
conftype=linear error=delta noprint;
time dftime*cens(0) / eventcode=1;
title "Pintilie(2006, Table 4.4 on p 69)";
title2 "CONFTYPE=LINEAR and ERROR=DELTA";
run;
proc print data=outc4a;
run;
proc lifetest data=bmt outcif=outc4b timelist=.5 reduceout
conftype=loglog error=delta noprint;
time dftime*cens(0) / eventcode=1;
title2 "CONFTYPE=LOGLOG and ERROR=DELTA";
run;
proc print data=outc4b;
run;
proc lifetest data=bmt outcif=outc4c timelist=.5 reduceout
conftype=linear error=aalen noprint;
time dftime*cens(0) / eventcode=1;
title2 "CONFTYPE=LINEAR and ERROR=AALEN";
run;
proc print data=outc4c;
run;
proc lifetest data=bmt outcif=outc4d timelist=.5 reduceout
conftype=loglog error=aalen noprint;
time dftime*cens(0) / eventcode=1;
title2 "CONFTYPE=LOGLOG and ERROR=AALEN";
run;
proc print data=outc4d;
run;
******************************************************************************
Reproducing results in Pintilie (2006), Section 5.3.1 pp 81-83.
Data source:
http://www.uhnres.utoronto.ca/labs/hill/datasets/Pintilie/datasets/follic.txt
(for more information, see Pentilie (2006, Section 1.6.3 Follicular cell
lymphoma study)
*****************************************************************************;
proc format;
value agegrp 0='Age <= 65' 1='Age > 65';
data follic;
input age path1 $ 6-9 hgb ldh $ 15 clinstg blktxcat
relsite $ 21 ch $ 23 rt $ 25 survtime stat dftime
dfcens resp $ 57-58 stnum;
a=(age>65);
evcens=(resp='NR' or relsite^=' ');
crcens=(resp='CR' and relsite=' ' and stat=1);
cens=evcens+2*crcens;
cards;
56.0 NH04 140 2 1 B Y 0.6981519507 1 0.2381930185 1 CR 1
36.0 NH02 130 2 1 D Y 14.502395619 1 12.418891170 1 CR 2
39.0 NH02 140 2 3 Y Y 4.9144421629 1 0.0027378508 1 NR 3
37.0 NH03 140 1 1 Y 15.685147159 1 15.685147159 1 CR 4
61.0 NH04 110 2 2 Y 0.2354551677 1 0.0027378508 1 NR 5
69.0 NH02 120 1 1 Y 8.4188911704 1 8.4188911704 1 CR 6
57.0 NH04 110 2 0 Y 25.149897331 1 25.149897331 1 CR 7
32.0 NH04 120 2 0 Y 31.101984942 0 31.101984942 0 CR 8
24.0 NH03 110 2 2 Y 14.573579740 0 14.573579740 0 CR 9
49.0 NH04 110 2 3 B Y 22.663928816 1 0.8076659822 1 CR 10
44.0 NH04 130 2 3 D Y 15.260780287 1 5.6153319644 1 CR 11
82.0 NH03 120 1 3 Y 1.7248459959 1 0.0027378508 1 NR 12
58.0 NH04 130 1 2 D Y 15.559206023 1 13.048596851 1 CR 13
32.0 NH04 140 2 2 D Y 2.5626283368 1 0.1505817933 1 CR 14
51.0 NH04 140 2 2 Y 29.667351129 1 29.667351129 1 CR 15
73.0 NH03 130 2 2 D Y 3.3045859001 1 2.1930184805 1 CR 16
64.0 NH02 130 1 1 D Y 1.9986310746 1 0.4052019165 1 CR 17
56.0 NH04 129 1 2 D Y 11.613963039 1 11.184120465 1 CR 18
38.0 NH03 160 2 2 Y 11.274469541 0 11.274469541 0 CR 19
68.0 NH02 160 2 0 D Y 4.7364818617 1 4.0054757016 1 CR 20
55.0 NH04 160 1 0 Y 6.9733059548 1 6.9733059548 1 CR 21
58.1 NH02 116 2 3 D Y 2.4832306639 1 1.4373716632 1 CR 22
77.0 NH03 130 2 2 D Y 3.7371663244 1 0.3312799452 1 CR 23
54.0 NH02 140 2 0 Y 29.256673511 0 29.256673511 0 CR 24
75.0 NH04 140 2 2 Y 8.3613963039 1 0.0027378508 1 NR 25
54.0 NH03 160 1 2 D Y 6.4257357974 1 4.1478439425 1 CR 26
71.0 NH04 130 1 2 Y 1.0075290897 1 0.0027378508 1 NR 27
77.0 NH04 130 1 0 Y 5.6290212183 1 5.6290212183 1 CR 28
70.0 NH04 140 1 1 D Y 5.2648870637 1 0.7118412047 1 CR 29
49.0 NH04 140 2 2 D Y 13.629021218 1 13.333333333 1 CR 30
48.0 NH02 130 1 0 Y 28.750171116 0 28.750171116 0 CR 31
31.0 NH04 110 2 2 Y 28.610540726 0 28.610540726 0 CR 32
56.0 NH04 130 1 0 Y 16.076659822 0 16.076659822 0 CR 33
49.0 NH04 130 2 0 Y 11.731690623 1 11.731690623 1 CR 34
70.0 NH02 130 2 2 Y Y 0.5557837098 1 0.0027378508 1 NR 35
42.0 NH04 140 1 2 Y 28.331279945 0 28.331279945 0 CR 36
36.0 NH03 160 1 2 Y 18.406570842 1 18.406570842 1 CR 37
58.0 NH04 150 1 0 D Y 1.3360711841 1 1.1553730322 1 CR 38
59.0 NH04 120 1 2 D Y 2.0506502396 1 1.6728268309 1 CR 39
66.0 NH04 130 1 2 D Y 5.5523613963 1 1.5085557837 1 CR 40
44.0 NH04 130 2 0 Y Y 0.4599589322 1 0.0027378508 1 NR 41
76.0 NH02 140 2 2 Y 9.8042436687 1 0.0027378508 1 NR 42
69.0 NH03 140 1 2 Y 6.5160848734 1 6.5160848734 1 CR 43
64.0 NH04 150 2 3 D Y 1.2320328542 1 0.4052019165 1 CR 44
56.0 NH04 150 1 2 D Y 20.917180014 1 0.4161533196 1 CR 45
64.0 NH04 140 1 2 B Y 2.1875427789 1 1.2840520192 1 CR 46
32.0 NH04 150 1 3 Y 16.479123888 0 16.479123888 0 CR 47
60.0 NH04 130 1 3 D Y 4.7802874743 1 2.2861054073 1 CR 48
53.0 NH04 140 1 0 Y 25.530458590 0 25.530458590 0 CR 49
22.0 NH02 140 2 1 Y 27.340177960 0 27.340177960 0 CR 50
66.0 NH02 140 2 2 D Y 4.4052019165 1 2.1273100616 1 CR 51
48.0 NH04 130 1 3 D Y 1.2375085558 1 0.1998631075 1 CR 52
29.0 NH02 130 2 1 Y 29.333333333 0 29.333333333 0 CR 53
49.0 NH02 150 2 2 D Y 17.481177276 1 1.2977412731 1 CR 54
44.0 NH04 150 2 3 B Y 0.6598220397 1 0.3668720055 1 CR 55
65.0 NH02 100 2 3 Y 12.410677618 1 12.410677618 1 CR 56
59.0 NH04 145 2 3 D Y 8.8843258042 1 1.5195071869 1 CR 57
46.0 NH03 160 1 1 D Y 11.723477070 1 1.4811772758 1 CR 58
34.0 NH03 130 2 2 D Y 22.346338125 0 3.1540041068 1 CR 59
55.0 NH04 140 2 2 B Y 13.267624914 1 1.0704996578 1 CR 60
73.0 NH04 110 1 3 Y Y 0.5941136208 1 0.0027378508 1 NR 61
56.0 NH04 120 2 2 Y 14.458590007 0 14.458590007 0 CR 62
78.0 NH02 140 2 2 D Y 0.5776865161 1 0.3915126626 1 CR 63
48.0 NH04 140 2 2 Y 24.621492129 1 24.621492129 1 CR 64
63.0 NH04 150 2 3 D Y 8.1232032854 1 0.2409308693 1 CR 65
57.0 NH02 150 1 1 Y 10.064339493 1 10.064339493 1 CR 66
56.0 NH04 150 2 2 Y 16.835044490 1 16.835044490 1 CR 67
38.0 NH04 130 1 1 D Y 20.134154689 1 0.7091033539 1 CR 68
35.8 NH04 128 2 0 B Y 23.764544832 1 0.4161533196 1 CR 69
72.0 NH04 130 1 0 D Y 3.7645448323 1 1.4182067077 1 CR 70
62.0 NH04 130 2 2 Y 14.926762491 1 14.926762491 1 CR 71
66.0 NH02 130 1 1 Y 24.139630390 1 21.264887064 1 CR 72
52.0 NH04 130 1 3 Y 26.642026010 0 26.642026010 0 CR 73
29.0 NH04 130 1 3 D Y 2.4503764545 1 0.5694729637 1 CR 74
71.0 NH04 110 2 2 Y 0.4325804244 1 0.0027378508 1 NR 75
62.0 NH04 120 1 3 D Y 2.0479123888 1 0.1861738535 1 CR 76
56.0 NH02 140 1 1 D Y 12.706365503 1 1.4483230664 1 CR 77
50.0 NH03 120 1 1 D Y 26.453114305 0 1.3305954825 1 CR 78
35.0 NH03 140 2 3 Y Y 24.629705681 0 24.629705681 0 CR 79
46.0 NH03 150 2 2 D Y 18.354551677 1 9.2511978097 1 CR 80
62.0 NH04 150 2 0 D Y 14.978781656 1 10.945927447 1 CR 81
63.0 NH04 130 1 2 Y 25.010266940 1 25.010266940 1 CR 82
59.0 NH02 160 2 2 D Y Y 7.6577686516 1 5.6235455168 1 CR 83
34.0 NH04 130 1 0 Y 26.028747433 0 26.028747433 0 CR 84
53.0 NH04 150 1 2 Y 6.0451745380 1 6.0451745380 1 CR 85
62.0 NH02 130 1 0 Y 25.927446954 0 25.927446954 0 CR 86
60.0 NH03 150 1 1 Y 11.663244353 1 11.663244353 1 CR 87
42.0 NH04 140 2 0 Y 25.670088980 0 25.670088980 0 CR 88
27.0 NH02 140 2 3 Y 17.842573580 1 17.842573580 1 CR 89
63.0 NH03 120 2 2 D Y 6.9075975359 1 0.9199178645 1 CR 90
33.0 NH04 130 2 0 Y 27.676933607 1 27.676933607 1 CR 91
56.0 NH02 130 2 3 Y Y 24.739219713 1 24.739219713 1 CR 92
60.0 NH03 120 2 0 D Y 21.837097878 1 6.1848049281 1 CR 93
33.9 NH03 124 1 1 2 D Y 23.586584531 1 2.6091718001 1 CR 94
78.0 NH02 150 1 2 D Y 0.8678986995 1 0.4572210815 1 CR 95
65.0 NH02 140 1 1 B Y 6.8227241615 1 0.7337440110 1 CR 96
40.0 NH02 140 2 2 D Y Y 5.3169062286 1 3.0581793292 1 CR 97
74.0 NH02 150 1 1 D Y 6.4996577687 1 6.2231348392 1 CR 98
62.0 NH02 140 1 1 D Y 6.8364134155 1 0.5010266940 1 CR 99
77.0 NH03 140 1 1 Y 3.6084873374 1 3.6084873374 1 CR 100
84.0 NH02 120 1 2 Y 1.8809034908 1 1.8809034908 1 CR 101
47.0 NH02 124 1 1 Y 23.879534565 0 23.879534565 0 CR 102
34.0 NH02 130 2 1 Y 25.292265572 0 25.292265572 0 CR 103
25.0 NH04 130 1 1 L Y 23.427789185 0 0.3641341547 1 CR 104
54.0 NH02 120 1 0 L Y 4.4407939767 1 0.9418206708 1 CR 105
26.0 NH02 100 2 3 Y Y 23.698836413 0 23.698836413 0 CR 106
32.0 NH03 140 1 1 D Y 23.652292950 0 3.2251882272 1 CR 107
71.0 NH03 130 1 0 D Y 16.692676249 1 3.4168377823 1 CR 108
59.0 NH02 132 2 3 D Y 8.8952772074 1 5.1279945243 1 CR 109
39.0 NH03 130 2 3 D Y 4.3340177960 1 1.1854893908 1 CR 110
37.0 NH02 140 1 1 D Y 23.594798084 0 23.392197125 1 CR 111
81.0 NH03 140 1 0 D Y 9.1827515400 1 2.1163586585 1 CR 112
86.0 NH02 130 1 1 Y Y 1.4647501711 1 0.0027378508 1 NR 113
53.0 NH03 140 2 2 Y Y 24.495550992 0 24.495550992 0 CR 114
68.0 NH04 130 1 0 Y 11.824777550 1 11.824777550 1 CR 115
49.0 NH03 110 1 0 D Y 1.9712525667 1 0.5393566051 1 CR 116
46.0 NH03 170 2 3 Y Y 18.034223135 1 18.034223135 1 CR 117
72.0 NH03 110 1 1 Y 15.370294319 1 15.370294319 1 CR 118
75.0 NH02 140 1 2 B Y 1.5496235455 1 0.9883641342 1 CR 119
27.0 NH03 150 1 0 Y 23.687885010 0 23.687885010 0 CR 120
63.0 NH03 140 2 3 B Y 7.9206023272 1 3.5373032170 1 CR 121
86.0 NH02 120 1 2 D Y 3.0143737166 1 2.7707049966 1 CR 122
71.0 NH04 150 1 1 D Y 4.7282683094 1 1.4154688569 1 CR 123
55.0 NH03 150 2 3 D Y 14.652977413 1 10.850102669 1 CR 124
62.0 NH03 170 1 0 D Y 9.2210814511 1 2.6310746064 1 CR 125
68.0 NH02 120 1 2 Y 22.004106776 0 22.004106776 0 CR 126
39.0 NH02 150 1 0 Y 21.894592745 0 21.894592745 0 CR 127
74.0 NH03 140 2 2 D Y 2.6940451745 1 0.5585215606 1 CR 128
62.0 NH04 120 1 3 Y Y 1.9219712526 1 0.0027378508 1 NR 129
58.0 NH02 130 2 3 D Y 4.2628336756 1 3.0280629706 1 CR 130
29.0 NH02 150 2 1 Y 12.251882272 0 12.251882272 0 CR 131
51.0 NH02 150 1 0 D Y 18.502395619 1 7.0746064339 1 CR 132
55.0 NH02 160 2 3 B Y 12.153319644 1 6.3627652293 1 CR 133
45.0 NH04 120 2 2 Y 0.8405201916 1 0.0027378508 1 NR 134
42.0 NH02 120 2 3 Y 22.951403149 0 22.951403149 0 CR 135
58.0 NH02 160 1 0 Y 6.8446269678 1 6.8446269678 1 CR 136
64.0 NH02 150 1 0 D Y 7.0882956879 1 0.8350444901 1 CR 137
46.0 NH02 110 2 2 Y 23.060917180 0 23.060917180 0 CR 138
25.0 NH03 140 1 1 Y 21.848049281 0 21.848049281 0 CR 139
69.0 NH04 130 1 0 Y 2.1683778234 1 2.1683778234 1 CR 140
67.0 NH03 140 1 0 D Y 16.522929500 1 2.3627652293 1 CR 141
50.0 NH02 120 1 1 D Y 20.361396304 1 19.816563997 1 CR 142
44.0 NH02 120 1 0 Y 20.755646817 0 20.755646817 0 CR 143
50.0 NH02 140 1 0 D Y 22.436687201 0 5.4483230664 1 CR 144
67.0 NH04 40 1 2 Y 2.1464750171 1 2.1464750171 1 CR 145
55.0 NH02 120 2 3 B Y Y 18.261464750 1 2.3846680356 1 CR 146
44.0 NH02 170 1 3 D Y 3.2662559890 1 0.7008898015 1 CR 147
77.0 NH02 150 1 1 D Y 6.7761806982 1 1.9630390144 1 CR 148
59.0 NH02 150 1 0 Y 13.549623546 0 13.549623546 0 CR 149
31.0 NH04 140 1 3 L Y Y 5.3853524983 1 3.4524298426 1 CR 150
52.0 NH03 140 1 0 Y 20.678986995 0 20.678986995 0 CR 151
21.0 NH02 150 1 3 Y 20.336755647 0 20.336755647 0 CR 152
55.0 NH02 130 1 0 Y 20.720054757 0 20.720054757 0 CR 153
41.0 NH03 150 1 0 Y 20.328542094 0 20.328542094 0 CR 154
64.0 NH02 150 2 3 D Y 16.810403833 1 1.0677618070 1 CR 155
47.0 NH02 150 1 0 D Y 18.565366188 1 3.1375770021 1 CR 156
42.0 NH02 100 2 2 D Y 16.257357974 1 2.1848049281 1 CR 157
78.0 NH02 130 1 0 Y 12.468172485 1 12.468172485 1 CR 158
60.0 NH02 130 1 0 Y 19.874058864 0 19.874058864 0 CR 159
77.0 NH04 130 1 0 Y 13.360711841 1 10.532511978 1 CR 160
66.0 NH03 130 1 0 D Y 14.518822724 1 10.617385352 1 CR 161
55.0 NH04 140 2 3 Y 19.904175222 0 19.904175222 0 CR 162
50.0 NH02 150 1 0 D Y 19.827515400 0 4.1396303901 1 CR 163
62.7 NH03 149 1 1 D Y 12.287474333 1 1.9575633128 1 CR 164
53.0 NH03 150 1 0 Y 7.3401779603 1 7.3401779603 1 CR 165
69.0 NH03 150 1 2 D Y 1.2758384668 1 1.1937029432 1 CR 166
76.0 NH04 140 2 3 Y Y 13.968514716 1 0.0027378508 1 NR 167
33.0 NH02 170 1 0 Y 19.895961670 0 19.895961670 0 CR 168
51.0 NH02 160 1 0 D Y 20.514715948 0 18.425735797 1 CR 169
66.0 NH03 150 1 2 D Y 11.200547570 1 4.8569472964 1 CR 170
36.0 NH03 150 1 0 D Y 9.9274469541 1 9.2210814511 1 CR 171
69.0 NH03 110 2 3 Y 10.896646133 1 0.0027378508 1 NR 172
57.0 NH04 130 1 3 Y 19.887748118 0 19.887748118 0 CR 173
49.0 NH04 130 1 0 L Y 19.104722793 0 15.964407940 1 CR 174
68.0 NH04 100 2 2 D Y 1.8069815195 1 0.3039014374 1 CR 175
41.0 NH04 110 2 3 Y Y 19.575633128 0 19.575633128 0 CR 176
60.0 NH04 170 1 0 Y 19.359342916 0 19.359342916 0 CR 177
59.0 NH04 130 2 1 Y Y 9.7494866530 0 9.7494866530 0 CR 178
38.0 NH02 139 1 1 D Y Y 4.3750855578 1 1.2895277207 1 CR 179
55.0 NH03 130 1 2 Y Y 19.033538672 0 19.033538672 0 CR 180
85.0 NH04 120 1 3 Y 9.0704996578 1 9.0704996578 1 CR 181
70.0 NH02 120 1 0 D Y 14.674880219 1 10.951403149 1 CR 182
64.0 NH04 150 1 0 Y 13.839835729 1 13.839835729 1 CR 183
45.0 NH03 140 2 2 D Y 18.767967146 0 0.9445585216 1 CR 184
63.0 NH04 120 2 0 Y Y 10.976043806 1 10.976043806 1 CR 185
56.0 NH04 150 1 2 Y 19.274469541 1 19.274469541 1 CR 186
17.0 NH04 170 1 2 D Y 20.509240246 0 0.4435318275 1 CR 187
59.0 NH03 160 2 0 D Y 17.111567420 1 3.5400410678 1 CR 188
76.0 NH02 140 1 2 Y 1.3032169747 1 1.3032169747 1 CR 189
63.0 NH04 130 1 2 D Y 8.0547570157 1 7.6331279945 1 CR 190
46.0 NH04 120 2 1 Y 19.868583162 0 19.868583162 0 CR 191
65.0 NH04 140 1 0 D Y 6.4887063655 1 6.1683778234 1 CR 192
53.0 NH04 140 2 3 D Y 3.0855578371 1 0.9089664613 1 CR 193
65.0 NH02 130 1 0 Y 3.4688569473 1 3.4688569473 1 CR 194
40.0 NH03 120 1 0 B Y 18.340862423 0 14.321697467 1 CR 195
67.0 NH02 130 2 3 D Y Y 17.141683778 1 6.7871321013 1 CR 196
67.0 NH02 140 1 0 Y 3.9671457906 1 3.9671457906 1 CR 197
69.0 NH03 140 2 3 Y Y 8.9226557153 1 8.9226557153 1 CR 198
53.0 NH03 150 1 0 D Y 18.299794661 1 16.788501027 1 CR 199
79.0 NH04 80 2 2 L Y 4.3039014374 1 1.8809034908 1 CR 200
40.0 NH02 150 2 3 Y Y 19.334702259 0 0.0027378508 1 NR 201
55.0 NH02 150 1 1 Y 19.775496235 0 19.775496235 0 CR 202
56.0 NH02 130 2 1 D Y 17.787816564 0 7.2443531828 1 CR 203
65.0 NH02 160 1 0 Y 18.050650240 0 18.050650240 0 CR 204
46.0 NH02 130 1 0 Y 17.938398357 0 17.938398357 0 CR 205
44.0 NH03 140 1 0 D Y 16.955509925 0 7.3675564682 1 CR 206
69.0 NH04 110 2 3 D Y Y 10.316221766 1 2.1108829569 1 CR 207
55.0 NH04 130 1 3 Y 12.216290212 1 12.216290212 1 CR 208
43.0 NH02 160 2 2 Y 17.541409993 0 17.541409993 0 CR 209
37.0 NH03 120 1 3 Y Y 17.779603012 0 17.779603012 0 CR 210
65.0 NH03 130 1 0 D Y 18.956878850 0 11.504449008 1 CR 211
48.0 NH03 130 1 0 D Y 18.365503080 0 9.0924024641 1 CR 212
65.0 NH04 120 2 2 D Y Y 5.5852156057 1 0.4572210815 1 CR 213
54.0 NH02 130 1 0 D Y 15.791923340 1 11.939767283 1 CR 214
73.0 NH03 150 1 0 D Y 7.1868583162 1 2.7789185489 1 CR 215
32.0 NH04 110 1 1 Y 17.659137577 0 17.659137577 0 CR 216
70.0 NH04 150 1 1 Y 16.249144422 0 16.249144422 0 CR 217
86.0 NH04 120 1 2 Y 11.786447639 1 11.786447639 1 CR 218
78.0 NH03 120 2 0 Y 11.641341547 1 11.641341547 1 CR 219
56.0 NH04 130 2 2 D Y 18.584531143 0 1.8425735797 1 CR 220
43.0 NH02 140 2 1 Y 6.2696783025 0 4.9281314168 0 CR 221
79.0 NH04 140 1 0 D Y 11.019849418 1 9.8562628337 1 CR 222
54.0 NH04 120 2 2 Y Y 17.242984257 0 17.242984257 0 CR 223
63.0 NH04 170 1 0 Y 16.917180014 0 16.917180014 0 CR 224
63.0 NH03 140 1 0 D Y 13.952087611 1 0.9336071184 1 CR 225
60.0 NH02 120 1 1 D Y 18.113620808 0 6.1656399726 1 CR 226
50.0 NH04 150 2 3 D Y Y 3.8138261465 1 3.7672826831 1 CR 227
69.0 NH03 140 2 3 D Y 2.6036960986 1 1.4866529774 1 CR 228
60.0 NH03 120 2 2 D Y 15.279945243 1 9.3169062286 1 CR 229
65.0 NH03 120 1 2 Y 14.368240931 0 14.368240931 0 CR 230
70.0 NH04 150 1 1 D Y 8.8788501027 1 8.6488706366 1 CR 231
65.0 NH03 139 1 3 Y Y 18.173853525 0 18.173853525 0 CR 232
77.0 NH04 140 2 0 D Y 6.5434633812 1 6.0588637919 1 CR 233
46.0 NH04 130 1 1 Y 12.889801506 0 12.889801506 0 CR 234
71.0 NH02 150 1 0 D Y 2.5379876797 1 2.0013689254 1 CR 235
56.0 NH02 150 2 2 D Y 15.854893908 1 2.3381245722 1 CR 236
33.0 NH02 160 1 1 Y 16.180698152 0 16.180698152 0 CR 237
52.0 NH04 150 1 0 L Y 3.5947980835 1 3.2744695414 1 CR 238
84.0 NH03 120 1 2 D Y 1.7878165640 1 0.9609856263 1 CR 239
76.0 NH04 130 2 3 D Y 6.2943189596 1 0.2381930185 1 CR 240
38.0 NH03 140 1 1 D Y 16.139630390 0 13.609856263 1 CR 241
56.0 NH03 140 1 2 Y 15.644079398 0 15.644079398 0 CR 242
45.0 NH04 140 1 1 D Y 16.903490760 0 2.0561259411 1 CR 243
58.0 NH02 120 1 0 D Y 4.7145790554 1 3.3374401095 1 CR 244
23.8 NH03 130 1 1 Y 18.236824093 0 18.236824093 0 CR 245
68.8 NH03 150 1 2 D Y 15.581108830 0 9.9192334018 1 CR 246
55.6 NH03 130 1 0 D Y 15.794661191 0 3.0828199863 1 CR 247
62.3 NH02 150 1 1 D Y 16.596851472 1 6.6557152635 1 CR 248
46.9 NH03 124 1 1 3 D Y 9.7823408624 1 1.1718001369 1 CR 249
52.9 NH02 130 1 0 Y 15.504449008 0 15.504449008 0 CR 250
38.0 NH02 170 2 0 L Y 14.469541410 1 7.9589322382 1 CR 251
63.0 NH03 130 2 2 D Y Y 9.7796030116 1 1.7084188912 1 CR 252
48.0 NH02 170 1 1 Y 5.9767282683 1 5.9767282683 1 CR 253
67.0 NH03 150 1 2 Y 10.483230664 1 10.483230664 1 CR 254
54.0 NH02 160 2 2 B Y 7.1704312115 1 0.8678986995 1 CR 255
59.0 NH02 140 1 0 Y 9.0020533881 1 9.0020533881 1 CR 256
73.0 NH04 120 1 1 D Y 1.7084188912 1 1.4510609172 1 CR 257
62.0 NH03 140 2 2 D Y 7.2142368241 1 2.0533880903 1 CR 258
57.0 NH03 140 2 0 D Y 13.957563313 0 2.2915811088 1 CR 259
74.0 NH02 140 1 0 Y 10.401095140 0 10.401095140 0 CR 260
69.0 NH02 140 1 2 Y 4.6625598905 1 4.6625598905 1 CR 261
61.0 NH03 150 2 2 D Y 13.672826831 1 2.0561259411 1 CR 262
61.0 NH04 150 1 0 D Y 15.392197125 0 1.2292950034 1 CR 263
38.1 NH02 150 1 1 Y 9.1663244353 0 9.1663244353 0 CR 264
39.2 NH03 140 1 3 D Y 14.620123203 0 2.4339493498 1 CR 265
23.4 NH04 120 1 0 Y 14.724161533 0 14.724161533 0 CR 266
43.7 NH02 160 1 0 D Y 17.727583847 0 1.2703627652 1 CR 267
57.4 NH04 150 1 0 Y 15.986310746 0 15.986310746 0 CR 268
69.0 NH04 143 1 0 Y 7.3292265572 1 7.3292265572 1 CR 269
66.4 NH02 160 1 0 Y 15.290896646 0 15.290896646 0 CR 270
64.8 NH04 139 1 0 D Y 5.1581108830 1 5.1581108830 1 CR 271
60.3 NH03 120 1 3 Y Y 14.184804928 0 0.0027378508 1 NR 272
62.1 NH03 139 1 3 L Y Y 2.5188227242 1 1.6591375770 1 CR 273
77.3 NH03 130 1 1 Y 14.740588638 0 14.740588638 0 CR 274
55.8 NH02 140 1 0 Y 14.001368925 0 14.001368925 0 CR 275
84.0 NH02 130 1 0 Y 0.9062286105 1 0.9062286105 1 CR 276
62.0 NH03 150 1 0 Y 16.583162218 0 16.583162218 0 CR 277
71.0 NH04 140 1 1 Y 15.036276523 0 15.036276523 0 CR 278
60.0 NH03 150 1 0 D Y 14.557152635 0 13.733059548 1 CR 279
66.0 NH02 160 2 2 D Y 3.3237508556 1 0.5311430527 1 CR 280
59.0 NH03 150 1 0 D Y 14.976043806 0 3.5509924709 1 CR 281
51.0 NH02 150 1 1 Y 14.546201232 0 14.546201232 0 CR 282
48.0 NH04 140 2 1 D Y 6.5434633812 1 2.0588637919 1 CR 283
39.0 NH02 150 2 3 L Y 2.9185489391 1 1.2676249144 1 CR 284
58.0 NH03 130 1 0 D Y 1.5906913073 1 1.5414099932 1 CR 285
57.0 NH02 150 1 1 Y 0.8980150582 1 0.8980150582 1 CR 286
57.0 NH03 130 2 1 Y 4.2464065708 1 4.2464065708 1 CR 287
40.0 NH04 120 1 1 D Y 12.813141684 1 1.5304585900 1 CR 288
32.0 NH04 160 2 3 Y Y 14.132785763 0 14.132785763 0 CR 289
54.0 NH03 140 1 0 Y 13.886379192 0 13.886379192 0 CR 290
78.0 NH02 150 1 0 D Y 5.4592744695 1 1.3880903491 1 CR 291
36.0 NH04 120 2 2 Y Y 15.175906913 0 15.175906913 0 CR 292
50.0 NH04 130 1 1 D Y 1.7796030116 1 0.5776865161 1 CR 293
61.4 NH03 116 2 1 3 D Y Y 11.364818617 1 4.4188911704 1 CR 294
79.3 NH04 166 1 0 D Y 9.6700889802 0 1.7303216975 1 CR 295
73.1 NH04 120 2 2 Y 10.283367556 1 10.283367556 1 CR 296
41.4 NH03 120 2 1 Y 13.831622177 0 13.831622177 0 CR 297
67.2 NH02 150 2 2 D Y 12.260095825 1 5.2539356605 1 CR 298
77.9 NH04 130 1 0 Y 15.586584531 0 15.586584531 0 CR 299
67.3 NH02 134 1 1 0 D Y 16.865160849 0 3.7618069815 1 CR 300
47.3 NH02 153 1 3 D Y 11.879534565 1 9.1991786448 1 CR 301
42.4 NH03 150 1 0 Y Y 13.188227242 0 13.188227242 0 CR 302
76.4 NH02 140 1 1 Y 9.6071184120 1 9.6071184120 1 CR 303
52.0 NH04 150 1 1 Y 14.220396988 0 14.220396988 0 CR 304
71.0 NH02 130 2 2 D Y 10.184804928 1 10.179329227 1 CR 305
60.0 NH02 150 1 0 D Y 12.854209446 1 11.865845311 1 CR 306
44.0 NH04 145 1 3 D Y 14.877481177 0 10.190280630 1 CR 307
58.0 NH02 120 1 3 Y 12.988364134 0 12.988364134 0 CR 308
41.0 NH04 150 1 0 Y 13.776865161 0 13.776865161 0 CR 309
43.0 NH03 140 1 3 D Y 13.519507187 0 1.9904175222 1 CR 310
41.0 NH02 140 2 1 Y 2.7405886379 1 2.7405886379 1 CR 311
46.0 NH03 120 1 1 L Y 14.365503080 0 4.2108145106 1 CR 312
59.3 NH03 160 2 3 D Y 13.711156742 0 9.6481861739 1 CR 313
37.8 NH04 140 1 0 D Y Y 12.668035592 0 2.4558521561 1 CR 314
50.8 NH02 145 2 3 D Y 7.1923340178 1 0.5393566051 1 CR 315
60.1 NH02 140 1 3 D Y 11.969883641 1 4.9774127310 1 CR 316
56.0 NH02 110 1 0 Y 12.501026694 0 12.501026694 0 CR 317
49.0 NH02 160 2 1 Y 14.343600274 0 14.343600274 0 CR 318
58.0 NH03 140 1 0 D Y 14.483230664 0 2.9952087611 1 CR 319
66.0 NH04 150 1 0 Y 13.976728268 1 13.976728268 1 CR 320
70.0 NH04 140 2 1 L Y Y 2.0670773443 1 0.6899383984 1 CR 321
60.0 NH04 130 1 3 D Y 13.034907598 0 9.3004791239 1 CR 322
63.0 NH03 160 1 1 D Y 2.4941820671 1 2.1273100616 1 CR 323
79.0 NH03 110 1 1 D Y 4.6735112936 1 3.4031485284 1 CR 324
66.0 NH03 140 1 0 Y 12.517453799 0 12.517453799 0 CR 325
56.0 NH03 130 2 2 D Y 12.229979466 0 1.8781656400 1 CR 326
47.0 NH02 140 1 2 D Y Y 12.284736482 0 4.3422313484 1 CR 327
45.0 NH02 160 1 1 D Y 13.998631075 0 3.8165639973 1 CR 328
74.0 NH03 100 1 1 Y 4.1040383299 1 4.1040383299 1 CR 329
71.0 NH04 120 1 2 Y 3.5920602327 1 3.5920602327 1 CR 330
65.0 NH03 150 1 1 D Y Y 3.3237508556 1 1.6865160849 1 CR 331
63.0 NH03 130 1 0 D Y 14.943189596 0 8.4599589322 1 CR 332
62.0 NH04 140 1 0 D Y 13.073237509 0 4.5338809035 1 CR 333
60.0 NH03 150 2 1 D Y 3.5728952772 1 0.9062286105 1 CR 334
35.6 NH02 120 2 1 D Y 11.917864476 0 7.9288158795 1 CR 335
71.2 NH02 126 1 2 B Y 6.8254620123 1 5.3470225873 1 CR 336
59.1 NH04 137 1 2 L Y 8.2546201232 1 7.0006844627 1 CR 337
67.1 NH02 144 4 1 0 D Y 5.7686516085 1 0.7665982204 1 CR 338
46.2 NH02 140 1 0 Y 14.702258727 0 14.702258727 0 CR 339
75.4 NH02 128 1 0 Y 11.876796715 0 11.876796715 0 CR 340
59.3 NH02 120 1 1 Y 13.431895962 0 13.431895962 0 CR 341
83.2 NH02 177 1 0 D Y 8.0821355236 1 0.8542094456 1 CR 342
27.4 NH04 129 7 1 0 Y 9.0294318960 0 9.0294318960 0 CR 343
57.5 NH04 149 1 3 D Y Y 10.540725530 1 9.7303216975 1 CR 344
56.3 NH02 148 1 1 1 D Y 11.219712526 0 0.4626967830 1 CR 345
38.8 NH03 141 1 0 L Y 11.479808350 0 0.6132785763 1 CR 346
67.4 NH02 163 1 0 Y 13.347022587 0 13.347022587 0 CR 347
67.7 NH03 139 2 3 Y Y 0.8268309377 1 0.8268309377 1 CR 348
68.9 NH04 125 1 0 Y Y 11.589322382 0 11.589322382 0 CR 349
58.4 NH03 146 2 2 Y Y 12.988364134 0 12.988364134 0 CR 350
36.5 NH02 152 1 1 0 Y 13.245722108 0 13.245722108 0 CR 351
40.2 NH02 151 1 1 1 Y 11.819301848 0 11.819301848 0 CR 352
50.0 NH03 136 1 1 0 Y 11.394934976 0 11.394934976 0 CR 353
39.3 NH02 132 1 2 2 Y 11.874058864 0 11.874058864 0 CR 354
53.6 NH02 124 1 2 2 D Y 12.821355236 0 0.5968514716 1 CR 355
47.9 NH03 133 1 1 0 D Y 13.081451061 0 1.1608487337 1 CR 356
76.7 NH04 153 1 1 0 Y Y 7.6550308008 1 7.6550308008 1 CR 357
54.6 NH03 141 1 1 3 Y Y 0.9171800137 1 0.9171800137 1 CR 358
76.5 NH03 132 1 1 2 Y 3.8822724162 1 3.8822724162 1 CR 359
62.9 NH03 139 1 1 0 Y 11.307323751 0 11.307323751 0 CR 360
50.5 NH04 150 2 2 Y Y 12.665297741 0 12.665297741 0 CR 361
56.2 NH03 144 2 0 D Y 10.830937714 0 5.9383983573 1 CR 362
64.1 NH03 143 1 0 Y 12.936344969 0 7.6659822040 0 CR 363
73.6 NH02 148 1 0 Y 12.002737851 0 12.002737851 0 CR 364
54.5 NH02 145 1 1 0 Y 10.502395619 0 10.502395619 0 CR 365
69.3 NH02 136 1 1 0 D Y 12.826830938 1 7.4058863792 1 CR 366
41.0 NH04 158 1 1 0 Y 10.524298426 0 10.524298426 0 CR 367
60.2 NH03 148 1 1 0 Y 10.568104038 0 10.568104038 0 CR 368
69.1 NH03 133 9 1 0 D Y 11.523613963 0 4.2162902122 1 CR 369
45.6 NH03 136 2 2 D Y 10.584531143 0 7.8357289528 1 CR 370
53.7 NH02 128 2 3 D Y 13.171800137 0 0.8678986995 1 CR 371
62.8 NH03 128 1 1 1 D Y 11.290896646 0 9.1225188227 1 CR 372
72.0 NH03 152 1 1 1 Y 4.0684462697 1 4.0684462697 1 CR 373
74.0 NH03 151 2 1 2 Y 5.0650239562 0 5.0650239562 0 CR 374
70.8 NH02 128 1 0 D Y 6.6091718001 1 4.8432580424 1 CR 375
41.4 NH04 139 2 1 3 Y Y 11.258042437 0 8.7392197125 0 CR 376
66.9 NH03 137 1 2 2 Y 10.053388090 0 10.053388090 0 CR 377
60.0 NH04 134 9 2 3 Y Y 1.5961670089 1 0.0027378508 1 NR 378
44.0 NH03 148 1 2 1 Y 2.3189596167 1 2.3189596167 1 CR 379
67.9 NH03 123 1 1 1 L Y 9.7166324435 0 0.3504449008 1 CR 380
47.4 NH03 143 1 1 2 D Y 11.438740589 0 1.8781656400 1 CR 381
63.2 NH03 148 1 2 2 Y 9.0376454483 0 9.0376454483 0 CR 382
61.8 NH03 164 1 1 0 Y 6.1601642710 1 5.9082819986 1 CR 383
42.8 NH03 136 1 2 2 B Y Y 9.5331964408 0 5.7357973990 1 CR 384
60.8 NH04 156 1 1 2 Y Y 10.321697467 0 10.321697467 0 CR 385
39.8 NH03 114 1 1 0 D Y 9.5687885010 0 4.1779603012 1 CR 386
43.2 NH04 123 1 1 0 Y 9.6427104723 0 9.6427104723 0 CR 387
69.4 NH03 152 1 1 3 D Y 9.1389459274 0 7.0636550308 1 CR 388
64.0 NH03 134 1 2 1 Y 2.6967830253 1 2.6967830253 1 CR 389
75.6 NH03 134 1 1 0 D Y 8.9308692676 1 2.1409993155 1 CR 390
63.0 NH04 132 3 1 2 D Y Y 8.9089664613 0 8.5065023956 1 CR 391
72.5 NH02 143 1 1 0 D Y 8.9965776865 0 6.5790554415 1 CR 392
50.9 NH04 155 1 1 0 Y Y 8.9308692676 0 8.9308692676 0 CR 393
73.2 NH03 143 1 1 0 D Y 6.6721423682 1 4.2819986311 1 CR 394
56.5 NH04 135 1 1 0 Y 8.8761122519 0 8.8761122519 0 CR 395
59.5 NH03 163 1 1 D Y 9.0212183436 0 1.3716632444 1 CR 396
53.4 NH02 117 1 3 L Y Y 4.4079397673 1 1.9931553730 1 CR 397
55.6 NH04 126 1 1 0 D Y Y 7.1485284052 1 1.6974674880 1 CR 398
70.7 NH03 157 1 3 D Y 8.0739219713 0 3.6221765914 1 CR 399
42.8 NH04 120 1 1 2 Y 5.3963039014 0 5.3963039014 0 CR 400
47.0 NH02 130 1 1 0 D Y 8.5174537988 0 3.0061601643 1 CR 401
68.8 NH03 146 2 2 3 Y Y 1.5633127995 1 0.0027378508 1 NR 402
47.5 NH03 137 1 2 1 D Y 8.3942505133 0 3.4113620808 1 CR 403
61.3 NH04 141 1 1 0 Y 8.0520191650 0 8.0520191650 0 CR 404
48.3 NH04 144 1 2 Y Y 8.2765229295 0 0.0027378508 1 NR 405
56.4 NH03 127 1 1 0 Y 8.1204654346 0 8.1204654346 0 CR 406
62.0 NH02 156 1 1 0 Y 8.3668720055 0 8.3668720055 0 CR 407
62.9 NH03 133 1 2 Y 3.7535934292 1 3.7535934292 1 CR 408
32.3 NH04 132 1 2 D Y Y 5.9028062971 1 5.3442847365 1 CR 409
78.6 NH03 128 1 1 Y 7.0828199863 1 7.0828199863 1 CR 410
53.9 NH02 137 1 3 Y 7.6687200548 0 7.6687200548 0 CR 411
38.9 NH03 156 1 0 D Y 10.461327858 0 1.1225188227 1 CR 412
79.7 NH03 161 1 2 2 Y Y 0.8952772074 1 0.0027378508 1 NR 413
62.8 NH03 127 1 0 Y 7.2169746749 0 7.2169746749 0 CR 414
80.2 NH02 125 1 1 0 Y 5.5468856947 1 5.5468856947 1 CR 415
62.8 NH02 143 1 1 0 Y 7.4633812457 0 7.4633812457 0 CR 416
55.7 NH02 140 1 1 2 Y 9.5468856947 0 9.5468856947 0 CR 417
55.4 NH02 153 1 2 3 D Y 8.9801505818 0 8.8514715948 1 CR 418
64.7 NH02 138 1 2 3 Y Y 2.8473648186 1 0.0027378508 1 NR 419
69.9 NH04 130 5 1 0 D Y Y 7.0554414784 0 6.8993839836 1 CR 420
40.1 NH04 139 1 1 2 Y 8.4490075291 0 8.4490075291 0 CR 421
26.1 NH03 113 2 0 Y 9.7741273101 0 9.7741273101 0 CR 422
71.4 NH03 146 6 2 3 Y Y 1.8480492813 1 1.8480492813 1 CR 423
54.7 NH03 155 1 1 1 D Y 6.4777549624 0 3.6577686516 1 CR 424
55.5 NH03 166 1 2 2 D Y 8.7939767283 0 1.2265571526 1 CR 425
77.8 NH04 148 1 2 3 D Y 3.0992470910 1 1.0568104038 1 CR 426
72.1 NH04 138 1 1 0 Y 6.7926078029 0 6.7926078029 0 CR 427
62.6 NH02 143 1 1 0 Y 7.7973990418 0 7.7973990418 0 CR 428
53.1 NH03 123 1 1 1 D Y 6.4421629021 0 3.6824093087 1 CR 429
60.9 NH02 144 1 1 0 D Y 5.7878165640 0 5.7878165640 1 CR 430
55.3 NH04 154 1 1 0 D Y Y 7.9425051335 0 5.4647501711 1 CR 431
63.8 NH03 152 2 1 0 Y 1.4620123203 1 1.4620123203 1 CR 432
37.8 NH04 148 1 1 0 Y Y 6.2696783025 0 6.2696783025 0 CR 433
56.5 NH03 138 1 2 3 Y Y 6.4832306639 0 6.4832306639 0 CR 434
71.8 NH04 129 1 1 3 Y Y 1.4483230664 1 1.4483230664 1 CR 435
55.8 NH04 163 1 1 0 Y 7.3319644079 0 7.3319644079 0 CR 436
82.5 NH04 161 1 1 0 D Y 4.7830253251 1 3.8713210130 1 CR 437
61.8 NH04 145 2 2 Y Y 5.0513347023 0 5.0513347023 0 CR 438
58.0 NH03 143 2 1 Y 3.2525667351 1 3.2525667351 1 CR 439
40.8 NH04 161 1 2 3 D Y Y 8.4380561259 0 4.0109514031 1 CR 440
81.3 NH03 139 1 1 2 Y 5.9493497604 1 5.9493497604 1 CR 441
71.9 NH04 144 1 1 0 Y 8.4380561259 0 8.4380561259 0 CR 442
63.6 NH04 155 1 1 0 D Y 8.4243668720 1 8.2628336756 1 CR 443
38.1 NH04 153 1 1 0 Y Y 8.5694729637 0 8.5694729637 0 CR 444
33.8 NH02 156 3 2 2 Y Y 7.8329911020 0 7.8329911020 0 CR 445
38.7 NH02 146 2 1 3 Y 7.4442162902 0 7.4442162902 0 CR 446
37.8 NH03 146 1 2 3 Y Y 4.3915126626 0 4.3915126626 0 CR 447
20.5 NH04 136 1 1 0 Y Y 4.0246406571 0 4.0246406571 0 CR 448
57.4 NH03 151 1 1 0 D Y 7.9370294319 0 3.2635181383 1 CR 449
63.6 NH04 134 1 0 Y Y 8.1095140315 0 8.1095140315 0 CR 450
56.1 NH04 143 2 1 2 Y Y 6.4832306639 0 6.4832306639 0 CR 451
51.4 NH02 135 1 1 0 Y 7.9123887748 0 7.9123887748 0 CR 452
58.7 NH03 158 1 2 1 Y Y 7.2525667351 0 7.2525667351 0 CR 453
39.5 NH02 144 1 1 0 D Y 6.0862422998 0 2.4804928131 1 CR 454
66.4 NH04 118 2 3 D Y Y 4.1040383299 0 2.7049965777 1 CR 455
25.8 NH04 149 1 2 2 Y Y 4.3066392882 0 4.3066392882 0 CR 456
79.7 NH02 128 1 2 2 D Y 2.9678302533 1 2.9158110883 1 CR 457
65.4 NH04 139 1 3 Y Y 6.6913073238 0 6.6913073238 0 CR 458
73.1 NH03 118 2 1 0 Y 1.0951403149 0 1.0951403149 0 CR 459
36.1 NH03 165 1 2 2 D Y 7.7070499658 0 0.8240930869 1 CR 460
38.9 NH04 139 1 1 0 Y Y 6.6940451745 0 6.6940451745 0 CR 461
59.8 NH03 142 1 3 Y Y 6.7241615332 0 6.7241615332 0 CR 462
47.1 NH03 147 1 1 1 Y 7.1184120465 0 7.1184120465 0 CR 463
68.6 NH02 138 1 2 1 Y 1.4072553046 1 1.4072553046 1 CR 464
79.1 NH03 153 1 2 D Y 3.1759069131 1 2.2368240931 1 CR 465
73.7 NH03 124 1 1 0 D Y 6.1355236140 1 1.7686516085 1 CR 466
51.3 NH03 149 4 2 3 Y Y 6.8336755647 0 6.8336755647 0 CR 467
83.5 NH03 150 1 1 2 Y 6.7871321013 0 6.7871321013 0 CR 468
46.3 NH03 130 1 1 0 Y 7.4496919918 0 7.4496919918 0 CR 469
33.5 NH03 132 1 1 3 Y 6.9979466119 0 6.9979466119 0 CR 470
59.1 NH02 129 2 2 Y Y 4.8761122519 0 4.8761122519 0 CR 471
40.8 NH02 153 4 2 3 Y Y 5.7878165640 0 5.7878165640 0 CR 472
63.8 NH04 138 1 1 0 Y Y 7.1731690623 0 7.1731690623 0 CR 473
58.4 NH02 152 2 1 1 D Y 7.1540041068 0 0.8815879535 1 CR 474
32.2 NH03 130 1 1 0 Y Y 7.0554414784 0 7.0554414784 0 CR 475
64.5 NH03 135 1 0 Y Y 7.0472279261 0 7.0472279261 0 CR 476
57.6 NH02 150 6 1 0 Y Y 7.2662559890 0 7.2662559890 0 CR 477
47.9 NH02 158 1 2 2 Y Y 6.7022587269 0 6.7022587269 0 CR 478
44.3 NH04 151 4 1 2 Y Y 6.6502395619 0 6.6502395619 0 CR 479
56.1 NH04 150 1 1 0 Y Y 6.7186858316 0 6.7186858316 0 CR 480
54.0 NH03 162 1 2 Y Y 6.4284736482 0 6.4284736482 0 CR 481
69.5 NH04 133 1 1 0 Y Y 6.6091718001 0 6.6091718001 0 CR 482
52.8 NH04 140 1 1 0 D Y 6.5379876797 0 1.1827515400 1 CR 483
66.1 NH02 126 1 1 1 Y 6.4832306639 0 6.4832306639 0 CR 484
72.0 NH04 126 1 1 0 Y Y 7.2416153320 0 7.2416153320 0 CR 485
69.8 NH02 153 1 1 2 Y 2.7679671458 0 2.7679671458 0 CR 486
45.6 NH02 154 1 1 3 Y 6.7488021903 0 6.7488021903 0 CR 487
42.9 NH04 163 1 0 Y Y 6.2149212868 0 6.2149212868 0 CR 488
34.8 NH02 136 1 2 2 Y Y 6.6228610541 0 6.6228610541 0 CR 489
57.2 NH04 161 1 2 0 Y Y 3.9698836413 0 3.9698836413 0 CR 490
54.6 NH02 131 1 2 0 B Y 5.8672142368 0 3.3785078713 1 CR 491
60.9 NH02 157 1 3 Y 4.8678986995 0 4.8678986995 0 CR 492
64.8 NH04 139 1 1 0 Y Y 6.2450376454 0 6.2450376454 0 CR 493
59.9 NH03 153 1 1 1 Y 6.4585900068 0 6.4585900068 0 CR 494
52.7 NH03 135 1 1 0 Y 6.4476386037 0 6.4476386037 0 CR 495
47.3 NH02 137 1 2 Y 3.0746064339 0 3.0746064339 0 CR 496
80.3 NH04 118 1 3 Y Y 4.1095140315 0 4.1095140315 0 CR 497
68.7 NH03 161 1 1 1 D Y 2.7734428474 1 1.9110198494 1 CR 498
74.5 NH04 147 1 1 Y Y 2.9897330595 1 2.9897330595 1 CR 499
75.5 NH02 152 1 1 1 D Y 6.5106091718 0 2.5078713210 1 CR 500
67.3 NH02 127 1 1 3 Y 5.9383983573 0 5.9383983573 0 CR 501
65.9 NH04 125 1 2 2 Y Y 5.4647501711 0 5.4647501711 0 CR 502
63.9 NH04 144 1 1 0 Y 5.6372347707 0 5.6372347707 0 CR 503
35.5 NH03 152 2 1 Y Y 5.9520876112 0 5.9520876112 0 CR 504
74.1 NH04 144 1 2 2 Y Y 6.6776180698 0 6.6776180698 0 CR 505
74.4 NH04 145 1 2 D Y 3.3237508556 1 1.9192334018 1 CR 506
84.3 NH04 105 1 2 Y Y 3.7399041752 0 3.7399041752 0 CR 507
56.5 NH04 152 1 1 0 D Y Y 4.9034907598 0 3.3483915127 1 CR 508
73.6 NH04 135 4 2 1 Y Y 5.1581108830 0 5.1581108830 0 CR 509
82.7 NH02 161 1 1 Y 3.6468172485 0 3.6468172485 0 CR 510
45.4 NH03 155 1 1 0 D Y 5.5879534565 0 2.1163586585 1 CR 511
39.6 NH04 134 1 3 D Y 5.9466119097 0 2.6721423682 1 CR 512
65.2 NH04 128 1 1 0 Y Y 5.4045174538 0 5.4045174538 0 CR 513
76.0 NH03 138 1 1 Y 5.4401095140 0 5.4401095140 0 CR 514
65.3 NH03 141 1 1 0 D Y 1.3963039014 1 0.4818617385 1 CR 515
42.4 NH04 127 7 2 3 D Y Y 2.6858316222 0 1.3853524983 1 CR 516
65.3 NH03 189 2 1 2 Y 5.1827515400 0 5.1827515400 0 CR 517
63.9 NH03 172 1 2 2 D Y 1.6125941136 1 1.0513347023 1 CR 518
77.4 NH03 153 1 0 Y 3.5044490075 0 3.5044490075 0 CR 519
53.7 NH03 131 1 1 1 Y 4.6461327858 0 4.6461327858 0 CR 520
78.7 NH03 125 1 2 3 Y Y 5.7166324435 0 0.0027378508 1 NR 521
62.0 NH03 161 1 1 0 Y Y 3.4551676934 0 3.4551676934 0 CR 522
37.8 NH03 86 8 1 0 Y 5.1663244353 0 5.1663244353 0 CR 523
41.9 NH04 165 1 1 0 Y Y 4.6598220397 0 4.6598220397 0 CR 524
64.0 NH03 143 1 1 0 D Y 5.8726899384 0 2.8610540726 1 CR 525
72.2 NH04 166 1 2 2 B Y Y 5.0239561944 1 3.0088980151 1 CR 526
74.2 NH03 165 1 1 1 Y 0.7173169062 1 0.7173169062 1 CR 527
65.7 NH04 152 2 2 2 L Y Y 1.9904175222 1 1.6591375770 1 CR 528
59.2 NH02 137 1 1 1 D Y 5.6180698152 0 3.4825462012 1 CR 529
66.0 NH02 139 1 1 0 Y 4.9746748802 0 4.9746748802 0 CR 530
80.6 NH03 117 1 2 Y 0.5530458590 1 0.0027378508 1 NR 531
71.6 NH03 134 1 1 0 D Y 2.3572895277 1 1.0431211499 1 CR 532
57.4 NH02 125 1 1 0 D Y 3.8740588638 0 0.3449691992 1 CR 533
35.8 NH03 166 1 2 1 Y Y 4.1943874059 0 4.1943874059 0 CR 534
56.1 NH04 135 1 2 3 B Y Y 4.9390828200 0 2.0999315537 1 CR 535
54.0 NH04 144 1 1 2 Y Y 4.8815879535 0 4.8815879535 0 CR 536
70.6 NH02 154 1 2 0 Y 4.6023271732 0 4.6023271732 0 CR 537
34.5 NH02 149 1 0 Y Y 3.9370294319 0 3.9370294319 0 CR 538
50.2 NH04 143 4 2 2 Y Y 4.6160164271 0 4.6160164271 0 CR 539
45.7 NH03 147 5 1 2 Y 4.3011635866 0 4.3011635866 0 CR 540
64.0 NH03 136 1 1 0 Y 3.4934976044 0 3.4934976044 0 CR 541
;
ods graphics on;
proc lifetest data=follic timelist=5 to 30 by 5 outcif=outc
reduceout cifvar plots=cif(test) notable ;
time dftime*cens(0) / failcode;
strata a;
format a agegrp.;
label dftime='Time to death without disease failure (years)'
a='';
title "Pintilie (1996) pp 80-83";
run;
ods graphics off;
proc print data=outc;
run;