REGRESSION-ANALYSIS OF GROUPED SURVIVAL-DATA WITH INCOMPLETE COVARIATES - NONIGNORABLE MISSING-DATA AND CENSORING MECHANISMS

被引:12
作者
BAKER, SG
机构
[1] Biometry Branch, Div. of Cancer Prevention/Control, National Cancer Institute, Bethesda, MD 20892-7354
关键词
CATEGORICAL DATA; COMPOSITE LINEAR MODEL; MISSING DATA; PARTIALLY OBSERVED COVARIATES; SURVIVAL ANALYSIS;
D O I
10.2307/2532794
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Previous methods for the analysis of survival data with incomplete covariates have assumed that the missing-data and censoring mechanisms are ignorable. We relax both assumptions for the analysis of grouped survival data.
引用
收藏
页码:821 / 826
页数:6
相关论文
共 13 条
[1]   REGRESSION-ANALYSIS OF GROUPED SURVIVAL-DATA - INFORMATIVE CENSORING AND DOUBLE SAMPLING [J].
BAKER, SG ;
WAX, Y ;
PATTERSON, BH .
BIOMETRICS, 1993, 49 (02) :379-389
[2]   COMPOSITE LINEAR-MODELS FOR INCOMPLETE MULTINOMIAL DATA [J].
BAKER, SG .
STATISTICS IN MEDICINE, 1994, 13 (5-7) :609-622
[3]  
Baker SG., 1992, J COMPUT GRAPH STAT, V1, P63, DOI [DOI 10.2307/1390600, 10.1080/10618600.1992.10474576, DOI 10.1080/10618600.1992.10474576]
[4]   THE ANALYSIS OF REPEATED CATEGORICAL MEASUREMENTS SUBJECT TO NONIGNORABLE NONRESPONSE [J].
CONAWAY, MR .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1992, 87 (419) :817-824
[5]   NONPARAMETRIC-ESTIMATION FOR PARTIALLY-COMPLETE TIME AND TYPE OF FAILURE DATA [J].
DINSE, GE .
BIOMETRICS, 1982, 38 (02) :417-431
[6]   CENSORED SURVIVAL-DATA WITH MISCLASSIFIED COVARIATES - A CASE-STUDY OF BREAST-CANCER MORTALITY [J].
GONG, G ;
WHITTEMORE, AS ;
GROSSER, S .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1990, 85 (409) :20-28
[7]   A NEW APPROACH TO THE ANALYSIS OF CLINICAL DRUG TRIALS WITH WITHDRAWALS [J].
GOULD, AL .
BIOMETRICS, 1980, 36 (04) :721-727
[8]  
LITTLE R, 1987, STATISTICAL ANAL MIS
[9]   INFERENCE FROM NONRANDOMLY MISSING CATEGORICAL-DATA - AN EXAMPLE FROM A GENETIC-STUDY ON TURNERS SYNDROME [J].
NORDHEIM, EV .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1984, 79 (388) :772-780
[10]   LOG-LINEAR ANALYSIS OF CENSORED SURVIVAL-DATA WITH PARTIALLY OBSERVED COVARIATES [J].
SCHLUCHTER, MD ;
JACKSON, KL .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1989, 84 (405) :42-52