A Class of Transformed Mean Residual Life Models With Censored Survival Data

doi:10.1198/jasa.2009.0130

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	A Class of Transformed Mean Residual Life Models With Censored Survival Data
	Sun, Liuquan1 ; Zhang, Zhigang 2
	2009-06-01
发表期刊	JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
ISSN	0162-1459
卷号	104 期号:486 页码:803-815
摘要	The mean residual life function is an attractive alternative to the survival function or the hazard function of a survival time in practice. It provides the remaining life expectancy of a subject surviving Lip to time t. In this study. We propose a class of transformed mean residual life models for fitting survival data under right censoring. To estimate the model parameters. we make use of the inverse probability of censoring weighting approach and develop a system of estimating equations. Efficiency and robustness of the estimators are also studied. Both asymptotic and finite sample properties of the proposed estimators are established and the approach is applied to two real-life datasets collected from clinical trials.
关键词	Censored survival data Estimating equation approach Inverse probability of censoring weighting Mean residual life Semiparametric efficiency Transformed models
DOI	10.1198/jasa.2009.0130
语种	英语
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000266461400034
出版者	AMER STATISTICAL ASSOC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/8442
专题	应用数学研究所
通讯作者	Sun, Liuquan
作者单位	1.Chinese Acad Sci, Inst Appl Math, Acad Math & Syst Sci, Beijing 100080, Peoples R China 2.Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10065 USA
推荐引用方式 GB/T 7714	Sun, Liuquan,Zhang, Zhigang. A Class of Transformed Mean Residual Life Models With Censored Survival Data[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,2009,104(486):803-815.
APA	Sun, Liuquan,&Zhang, Zhigang.(2009).A Class of Transformed Mean Residual Life Models With Censored Survival Data.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,104(486),803-815.
MLA	Sun, Liuquan,et al."A Class of Transformed Mean Residual Life Models With Censored Survival Data".JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 104.486(2009):803-815.