MARTINGALE-BASED RESIDUALS FOR SURVIVAL MODELS
成果类型：
Article
署名作者：
THERNEAU, TM; GRAMBSCH, PM; FLEMING, TR
署名单位：
University of Washington; University of Washington Seattle
刊物名称：
BIOMETRIKA
ISSN/ISSBN：
0006-3444
DOI：
10.1093/biomet/77.1.147
发表日期：
1990
页码：
147160
关键词：
摘要：
Graphical methods based on the analysis of residuals are considered for the setting of the highly-used Cox (1972) regression model and for the Andersen-Gill (1982) generalization of that model. We start with a class of martingale-based residuals as proposed by Barlow and Prentice (1988). These residuals and/or their transforms are useful for investigating the functional form of a covariate, the proportional hazards assumption, the leverage of each subject upon the estimates of .beta., and the lack of model fit to a given subject.