THE ANALYSIS OF RECURRENT EVENTS FOR MULTIPLE SUBJECTS

被引：45

作者：

LAWLESS, JF

机构：

来源：

APPLIED STATISTICS-JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C | 1995年 / 44卷 / 04期

关键词：

INTENSITY FUNCTION; LONGITUDINAL DATA; MAXIMUM LIKELIHOOD; MEAN FUNCTION; PARTIAL LIKELIHOOD; POINT PROCESSES; REGRESSION; ROBUST METHODS;

D O I：

10.2307/2986140

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

Methods of analysis for recurrent events for subjects in longitudinal studies are reviewed. Examples concerning the occurrence of tumours in laboratory animals undergoing a carcinogenicity test and the occurrence of automobile warranty claims are discussed. Different ways of introducing covariates and the distinction between marginal (e.g. rates and mean functions) and conditional (e.g. intensity functions) event process characteristics are emphasized. The usefulness of robust methods for estimating rates and mean functions is demonstrated.

引用

页码：487 / 498

页数：12

共 25 条

[1] STATISTICAL-ANALYSIS OF REPEATED EVENTS FORMING RENEWAL PROCESSES [J].