Non-parametric quantile estimate for length-biased and right-censored data with competing risks

doi:10.1080/03610926.2016.1200092

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	Non-parametric quantile estimate for length-biased and right-censored data with competing risks
	Zhang, Feipeng 1; Zhou, Yong2,3
	2018
发表期刊	COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
ISSN	0361-0926
卷号	47 期号:10 页码:2407-2424
摘要	In this article, we propose a non-parametric quantile inference procedure for cause-specific failure probabilities to estimate the lifetime distribution of length-biased and right-censored data with competing risks. We also derive the asymptotic properties of the proposed estimators of the quantile function. Furthermore, the results are used to construct confidence intervals and bands for the quantile function. Simulation studies are conducted to illustrate the method and theory, and an application to an unemployment data is presented.
关键词	Competing risks Cumulative incidence function Length-biased and right-censored data Quantile
DOI	10.1080/03610926.2016.1200092
语种	英语
资助项目	National Natural Science Foundation of China (NSFC)[11401194] ; National Natural Science Foundation of China (NSFC)[11771133] ; National Natural Science Foundation of China (NSFC)[71271128] ; Fund for the Growth Plan of Young Teachers in Hunan University[531107050739] ; State Key Program of National Natural Science Foundation of China[71331006] ; State Key Program of National Natural Science Foundation of China[91546202] ; NCMIS ; Key Laboratory of RCSDS ; AMSS ; CAS[2008DP173182] ; Shanghai Firstclass Discipline A, Program for Changjiang Scholars (PCSIRT) and Innovative Research Team[SUFEIRT13077]
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000426903200010
出版者	TAYLOR & FRANCIS 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/29766
专题	应用数学研究所
通讯作者	Zhou, Yong
作者单位	1.Hunan Normal Univ, Coll Math & Comp Sci, Changsha, Hunan, Peoples R China 2.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Zhang, Feipeng,Zhou, Yong. Non-parametric quantile estimate for length-biased and right-censored data with competing risks[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,2018,47(10):2407-2424.
APA	Zhang, Feipeng,&Zhou, Yong.(2018).Non-parametric quantile estimate for length-biased and right-censored data with competing risks.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,47(10),2407-2424.
MLA	Zhang, Feipeng,et al."Non-parametric quantile estimate for length-biased and right-censored data with competing risks".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 47.10(2018):2407-2424.