A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events

doi:10.1007/s10985-019-09486-w

CORC > 数学与系统科学研究院 > 中国科学院数学与系统科学研究院 > 应用数学研究所

	A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events
	Sun, Xiaowei 1,3; Ding, Jieli 2; Sun, Liuquan 1,3
刊名	LIFETIME DATA ANALYSIS
	2020-07-01
卷号	26 期号:3 页码:471-492
关键词	Additive rates model Estimating equations Recurrent events Terminal event Weighted composite endpoint
ISSN号	1380-7870
DOI	10.1007/s10985-019-09486-w
英文摘要	Recurrent event data with a terminal event commonly arise in longitudinal follow-up studies. We use a weighted composite endpoint of all recurrent and terminal events to assess the overall effects of covariates on the two types of events. A semiparametric additive rates model is proposed to analyze the weighted composite event process and the dependence structure among recurrent and terminal events is left unspecified. An estimating equation approach is developed for inference, and the asymptotic properties of the resulting estimators are established. The finite-sample behavior of the proposed estimators is evaluated through simulation studies, and an application to a bladder cancer study is illustrated.
WOS研究方向	Mathematics
语种	英语
出版者	SPRINGER
WOS记录号	WOS:000535415700002
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/51506]
专题	应用数学研究所
通讯作者	Sun, Liuquan
作者单位	1.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 2.Wuhan Univ, Sch Math & Stat, Wuhan 430072, Hubei, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Sun, Xiaowei,Ding, Jieli,Sun, Liuquan. A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events[J]. LIFETIME DATA ANALYSIS,2020,26(3):471-492.
APA	Sun, Xiaowei,Ding, Jieli,&Sun, Liuquan.(2020).A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events.LIFETIME DATA ANALYSIS,26(3),471-492.
MLA	Sun, Xiaowei,et al."A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events".LIFETIME DATA ANALYSIS 26.3(2020):471-492.