Case-control current status data

被引：11
|
作者：
Jewell, NP [1 ]
van der Laan, M [1 ]
机构：
[1] Univ Calif Berkeley, Sch Publ Hlth, Div Biostat, Berkeley, CA 94720 USA
来源：
BIOMETRIKA | 2004年 / 91卷 / 03期
关键词：
case-control sampling; current status data; HIV data; nonparametric maximum likelihood estimation;
D O I：
10.1093/biomet/91.3.529
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
In this paper, we show that the distribution function of survival times is identified, up to a one-parameter family of distribution functions, based on information from case-control current status data. With supplementary information on the population frequency of cases relative to controls, a simple weighted version of the nonparametric maximum likelihood estimator for prospective current status data provides a natural estimator for case-control samples. Following the parametric results of Scott & Wild (1997), we show that this estimator is, in fact, the nonparametric
引用
收藏
页码：529 / 541
页数：13
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