Additive hazards model for competing risks analysis of the case-cohort design

doi:10.1081/STA-120028378

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	Additive hazards model for competing risks analysis of the case-cohort design
	Sun, JG ; Sun, LQ; Flournoy, N
	2004
发表期刊	COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
ISSN	0361-0926
卷号	33 期号:2 页码:351-366
摘要	Competing risks analysis of the case-cohort design is often required in epidemiological studies and for this, some methods have been proposed under the proportional hazards model. It is known that the proportional hazards model may not fit survival data well sometimes. This paper considers the analysis under the additive hazards model. Methods are proposed for estimating regression parameters and cumulative baseline hazard functions as well as cumulative incidence functions. The proposed estimators are shown to be consistent and asymptotically normal using the martingale central limit theory. Simulation studies are conducted and suggest that the proposed methods perform well.
关键词	additive hazards model case-cohort study competing risks correlation
DOI	10.1081/STA-120028378
语种	英语
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000189357400009
出版者	MARCEL DEKKER 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/867
专题	应用数学研究所
通讯作者	Sun, JG
作者单位	1.Univ Missouri, Dept Stat, Columbia, MO 65211 USA 2.Acad Sinica, Inst Appl Math, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Sun, JG,Sun, LQ,Flournoy, N. Additive hazards model for competing risks analysis of the case-cohort design[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,2004,33(2):351-366.
APA	Sun, JG,Sun, LQ,&Flournoy, N.(2004).Additive hazards model for competing risks analysis of the case-cohort design.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,33(2),351-366.
MLA	Sun, JG,et al."Additive hazards model for competing risks analysis of the case-cohort design".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 33.2(2004):351-366.