Regression analysis of doubly censored failure time data using the additive hazards model

CSpace > 应用数学研究所

	Regression analysis of doubly censored failure time data using the additive hazards model
	Sun, LQ; Kim, YJ ; Sun, JG
	2004-09-01
发表期刊	BIOMETRICS
ISSN	0006-341X
卷号	60 期号:3 页码:637-643
摘要	Doubly censored failure time data arise when the survival time of interest is the elapsed time between two related events and observations on occurrences of both events could be censored. Regression analysis of doubly censored data has recently attracted considerable attention and for this a few methods have been proposed (Kim et al., 1993, Biometrics 49, 13-22; Sun et al., 1999, Biometrics 55, 909-914; Pan, 2001., Biometrics 57, 1245-1250). However, all of the methods are based on the proportional hazards model and it is well known that the proportional hazards model may not fit failure time data well sometimes. This article investigates regression analysis of such data using the additive hazards model and an estimating equation approach is proposed for inference about regression parameters of interest. The proposed method can be easily implemented and the properties of the proposed estimates of regression parameters are established. The method is applied to a, set of doubly censored data from an AIDS cohort study.
关键词	additive hazards model doubly censored data estimating equation multiple imputation regression analysis
语种	英语
WOS研究方向	Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology ; Mathematics
WOS类目	Biology ; Mathematical & Computational Biology ; Statistics & Probability
WOS记录号	WOS:000223818200012
出版者	BLACKWELL PUBLISHING LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/19688
专题	应用数学研究所
通讯作者	Sun, JG
作者单位	1.Chinese Acad Sci, Inst Appl Math, Beijing 100080, Peoples R China 2.Univ Missouri, Dept Stat, Columbia, MO 65211 USA
推荐引用方式 GB/T 7714	Sun, LQ,Kim, YJ,Sun, JG. Regression analysis of doubly censored failure time data using the additive hazards model[J]. BIOMETRICS,2004,60(3):637-643.
APA	Sun, LQ,Kim, YJ,&Sun, JG.(2004).Regression analysis of doubly censored failure time data using the additive hazards model.BIOMETRICS,60(3),637-643.
MLA	Sun, LQ,et al."Regression analysis of doubly censored failure time data using the additive hazards model".BIOMETRICS 60.3(2004):637-643.