Hierarchical likelihood approach for frailty models

被引：79

作者：

Ha, ID ^{[1
]}

Lee, Y

Song, JK

机构：

[1] Kyungsan Univ, Dept Stat, Kyungsan 712240, South Korea

[2] Seoul Natl Univ, Dept Stat, Seoul 151742, South Korea

[3] Kyungpook Natl Univ, Dept Stat, Taegu 702701, South Korea

来源：

BIOMETRIKA | 2001年 / 88卷 / 01期

关键词：

frailty model; hierarchical likelihood; marginal likelihood; multivariate survival data; profile likelihood; restricted maximum likelihood;

D O I：

10.1093/biomet/88.1.233

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

Systematic likelihood inference for frailty models is possible using Lee & Nelder's (1996) hierarchical likelihood. We develop an inferential method for frailty models via hierarchical likelihood, which gives a simple unified framework and a numerically efficient algorithm. Simulations and practical examples are presented to illustrate the new method.

引用

页码：233 / 243

页数：11

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