Composite partial likelihood estimation for length-biased and right-censored data with competing risks

doi:10.1016/j.jmva.2016.04.002

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	Composite partial likelihood estimation for length-biased and right-censored data with competing risks
	Zhang, Feipeng 1; Peng, Heng 2; Zhou, Yong3,4
	2016-07-01
发表期刊	JOURNAL OF MULTIVARIATE ANALYSIS
ISSN	0047-259X
卷号	149 页码:160-176
摘要	This paper considers a competing risks model for survival data from length-biased sampling, where the survival times are left truncated by uniformly distributed random truncation times. We propose a composite partial likelihood estimating procedure for cause-specific failure probabilities using competing risks data. We establish the asymptotic properties of the proposed estimators, and present predictions of the cumulative incidence functions. Furthermore, we show how to construct simultaneous confidence bands for the cause-specific cumulative incidence functions for subjects with given risk factors. A simulation study demonstrates that the proposed estimators have good finite-sample performance. A real data example illustrates the method and the theory. (C) 2016 Elsevier Inc. All rights reserved.
关键词	Competing risks Cumulative incidence function Composite partial likelihood Length-biased and right censored data Resampling
DOI	10.1016/j.jmva.2016.04.002
语种	英语
资助项目	National Natural Science Foundation of China (NSFC)[11401194] ; National Natural Science Foundation of China (NSFC)[71271128] ; Fundamental Research Funds for the Central Universities[531107050739] ; CERG grants by the Research Grants Council of Hong Kong[HKBU 202012] ; CERG grants by the Research Grants Council of Hong Kong[HKBU 12302615] ; FRG grants from Hong Kong Baptist University[FRG2/12-13/077] ; FRG grants from Hong Kong Baptist University[FRG2/14-15/064] ; NSF of CHINA[10871054] ; National Natural Science Foundation of China[71331006] ; National Natural Science Foundation of China[91546202] ; NCMIS, Key Laboratory of RCSDS, AMSS, CAS[2008DP173182] ; Shanghai First-class Discipline A, Program for Changjiang Scholars (PCSIRT) and Innovative Research Team in Shanghai University of Finance and Economics[SUFEIRT13077]
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000378015700011
出版者	ELSEVIER 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/22914
专题	应用数学研究所
通讯作者	Peng, Heng
作者单位	1.Hunan Univ, Sch Finance & Stat, Changsha 410082, Hunan, Peoples R China 2.Hong Kong Baptist Univ, Dept Math, Hong Kong, Hong Kong, Peoples R China 3.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai 200433, Peoples R China 4.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Zhang, Feipeng,Peng, Heng,Zhou, Yong. Composite partial likelihood estimation for length-biased and right-censored data with competing risks[J]. JOURNAL OF MULTIVARIATE ANALYSIS,2016,149:160-176.
APA	Zhang, Feipeng,Peng, Heng,&Zhou, Yong.(2016).Composite partial likelihood estimation for length-biased and right-censored data with competing risks.JOURNAL OF MULTIVARIATE ANALYSIS,149,160-176.
MLA	Zhang, Feipeng,et al."Composite partial likelihood estimation for length-biased and right-censored data with competing risks".JOURNAL OF MULTIVARIATE ANALYSIS 149(2016):160-176.