Nonparametric estimate of conditional quantile residual lifetime for right censored data

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	Nonparametric estimate of conditional quantile residual lifetime for right censored data
	Liu, Yutao 1; Lin, Cunjie 2,3; Zhou, Yong4,5,6
	2019
发表期刊	STATISTICS AND ITS INTERFACE
ISSN	1938-7989
卷号	12 期号:1 页码:61-70
摘要	A nonparametric approach is proposed to estimate the quantile residual lifetime at a given time while considering the effect of covariates. An estimating equation is constructed and a local Kaplan-Meier estimator is employed to incorporate the covariates in the equation while leaving the distribution of survival time unspecified. Asymptotic properties including both consistency and asymptotic normality of the proposed estimator are established and a resampling method is proposed to estimate the asymptotic variance. Simulation studies are conducted to assess the finite-sample performance of the estimator, and an HIV survival data is analyzed using the proposed method.
关键词	Local Kaplan-Meier estimate Quantile residual lifetime Right censored data
语种	英语
资助项目	National Natural Science Foundation of China[11701561] ; National Natural Science Foundation of China[11401603] ; Fundamental Research Funds for the Central Universities[QL 18009] ; Discipline Foundation of Central University of Finance and Economics[CUFESAM201811] ; MOE Project of Key Research Institute of Humanities and Social Sciences at Universities[16JJD910002] ; fund for building world-class universities (disciplines) of Renmin University of China ; State Key Program of National Natural Science Foundation of China[71331006] ; State Key Program in the Major Research Plan of National Natural Science Foundation of China[91546202]
WOS研究方向	Mathematical & Computational Biology ; Mathematics
WOS类目	Mathematical & Computational Biology ; Mathematics, Interdisciplinary Applications
WOS记录号	WOS:000460758600006
出版者	INT PRESS BOSTON, INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/33344
专题	应用数学研究所
通讯作者	Lin, Cunjie
作者单位	1.Cent Univ Finance & Econ, Sch Stat & Math, Beijing 100081, Peoples R China 2.Renmin Univ China, Ctr Appl Stat, Beijing, Peoples R China 3.Renmin Univ China, Sch Stat, Beijing 100872, Peoples R China 4.East China Normal Univ, Inst Stat & Interdisciplinary Sci, Fac Econ & Management, Shanghai 200241, Peoples R China 5.East China Normal Univ, Sch Stat, Fac Econ & Management, Shanghai 200241, Peoples R China 6.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Liu, Yutao,Lin, Cunjie,Zhou, Yong. Nonparametric estimate of conditional quantile residual lifetime for right censored data[J]. STATISTICS AND ITS INTERFACE,2019,12(1):61-70.
APA	Liu, Yutao,Lin, Cunjie,&Zhou, Yong.(2019).Nonparametric estimate of conditional quantile residual lifetime for right censored data.STATISTICS AND ITS INTERFACE,12(1),61-70.
MLA	Liu, Yutao,et al."Nonparametric estimate of conditional quantile residual lifetime for right censored data".STATISTICS AND ITS INTERFACE 12.1(2019):61-70.