An additive subdistribution hazard model for competing risks data

doi:10.1080/03610926.2016.1277759

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	An additive subdistribution hazard model for competing risks data
	Li, Wanxing 1; Xue, Xiaoming 2; Long, Yonghong 1
	2017
发表期刊	COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
ISSN	0361-0926
卷号	46 期号:23 页码:11667-11687
摘要	The cumulative incidence function plays an important role in assessing its treatment and covariate effects with competing risks data. In this article, we consider an additive hazard model allowing the time-varying covariate effects for the subdistribution and propose the weighted estimating equation under the covariate-dependent censoring by fitting the Cox-type hazard model for the censoring distribution. When there exists some association between the censoring time and the covariates, the proposed coefficients' estimations are unbiased and the large-sample properties are established. The finite-sample properties of the proposed estimators are examined in the simulation study. The proposed Cox-weighted method is applied to a competing risks dataset from a Hodgkin's disease study.
关键词	Additive hazard model Competing risks Cumulative incidence function Estimating equation Inverse probability of censoring weight Proportional hazard model 62N01 62N02 62F12
DOI	10.1080/03610926.2016.1277759
语种	英语
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000415942200017
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/29157
专题	中国科学院数学与系统科学研究院
通讯作者	Long, Yonghong
作者单位	1.Renmin Univ China, Sch Informat, Dept Math, Beijing 100872, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Li, Wanxing,Xue, Xiaoming,Long, Yonghong. An additive subdistribution hazard model for competing risks data[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,2017,46(23):11667-11687.
APA	Li, Wanxing,Xue, Xiaoming,&Long, Yonghong.(2017).An additive subdistribution hazard model for competing risks data.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,46(23),11667-11687.
MLA	Li, Wanxing,et al."An additive subdistribution hazard model for competing risks data".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 46.23(2017):11667-11687.