Competing risks with frailty models when treatment affects only one failure type

被引:7
作者
Faraggi, D [1 ]
Korn, EL [1 ]
机构
[1] NCI,BIOMETR RES BRANCH,BETHESDA,MD 20892
关键词
cause-specific hazard ratio; copula; crude cumulative incidence curve; hazard ratio; survival data;
D O I
10.1093/biomet/83.2.467
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Using a model in which treatment affects only the failure type of primary clinical interest, the use of a: cause-specific analysis is examined when the latent failure times are derived from a frailty model. The relationship between the cause-specific hazard ratio and the marginal hazard ratio is expressed in terms of a local dependence measure of the latent failure times.
引用
收藏
页码:467 / 471
页数:5
相关论文
共 14 条
[1]   MODEL FOR ASSOCIATION IN BIVARIATE LIFE TABLES AND ITS APPLICATION IN EPIDEMIOLOGICAL-STUDIES OF FAMILIAL TENDENCY IN CHRONIC DISEASE INCIDENCE [J].
CLAYTON, DG .
BIOMETRIKA, 1978, 65 (01) :141-151
[2]   REVIEW AND CRITIQUE OF SOME MODELS USED IN COMPETING RISK ANALYSIS [J].
GAIL, M .
BIOMETRICS, 1975, 31 (01) :209-222
[3]   THE JOY OF COPULAS - BIVARIATE DISTRIBUTIONS WITH UNIFORM MARGINALS [J].
GENEST, C ;
MACKAY, J .
AMERICAN STATISTICIAN, 1986, 40 (04) :280-283
[4]   A CLASS OF K-SAMPLE TESTS FOR COMPARING THE CUMULATIVE INCIDENCE OF A COMPETING RISK [J].
GRAY, RJ .
ANNALS OF STATISTICS, 1988, 16 (03) :1141-1154
[5]   A CLASS OF MULTIVARIATE FAILURE TIME DISTRIBUTIONS [J].
HOUGAARD, P .
BIOMETRIKA, 1986, 73 (03) :671-678
[6]  
HOUGAARD P, 1984, BIOMETRIKA, V71, P75, DOI 10.1093/biomet/71.1.75
[7]   BOUNDS ON NET SURVIVAL PROBABILITIES FOR DEPENDENT COMPETING RISKS [J].
KLEIN, JP ;
MOESCHBERGER, ML .
BIOMETRICS, 1988, 44 (02) :529-538
[8]   APPLICATIONS OF CRUDE INCIDENCE CURVES [J].
KORN, EL ;
DOREY, FJ .
STATISTICS IN MEDICINE, 1992, 11 (06) :813-829
[9]   BIVARIATE SURVIVAL MODELS INDUCED BY FRAILTIES [J].
OAKES, D .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1989, 84 (406) :487-493
[10]   BOUNDS FOR A JOINT DISTRIBUTION FUNCTION WITH FIXED SUB-DISTRIBUTION FUNCTIONS - APPLICATION TO COMPETING RISKS [J].
PETERSON, AV .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1976, 73 (01) :11-13