An Additive Hazards Model for Clustered Recurrent Gap Times

doi:10.1007/s11424-018-6329-3

CSpace > 应用数学研究所

	An Additive Hazards Model for Clustered Recurrent Gap Times
	Kang Fangyuan 1; Sun Liuquan2 ; Cheng Ximing 1
	2018-10-01
发表期刊	JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
ISSN	1009-6124
卷号	31 期号:5 页码:1377-1390
摘要	In this article, clustered recurrent gap time is investigated. A marginal additive hazards model is proposed without specifying the association of the individuals within the same cluster. The relationship among the gap times for the same individual is also left unspecified. An estimating equation-based inference procedure is developed for the model parameters, and the asymptotic properties of the resulting estimators are established. In addition, a lack-of-fit test is presented to assess the adequacy of the model. The finite sample behavior of the proposed estimators is evaluated through simulation studies, and an application to a clinic study on chronic granulomatous disease (CGD) is illustrated.
关键词	Additive hazards model cluster gap time model checking recurrent event
DOI	10.1007/s11424-018-6329-3
语种	英语
资助项目	National Natural Science Foundation of China[11501037] ; National Natural Science Foundation of China[11771431] ; National Natural Science Foundation of China[11690015]
WOS研究方向	Mathematics
WOS类目	Mathematics, Interdisciplinary Applications
WOS记录号	WOS:000441202600014
出版者	SPRINGER HEIDELBERG
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/30846
专题	应用数学研究所
通讯作者	Kang Fangyuan
作者单位	1.Beijing Informat Sci & Technol Univ, Sch Appl Sci, Beijing 100192, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Kang Fangyuan,Sun Liuquan,Cheng Ximing. An Additive Hazards Model for Clustered Recurrent Gap Times[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2018,31(5):1377-1390.
APA	Kang Fangyuan,Sun Liuquan,&Cheng Ximing.(2018).An Additive Hazards Model for Clustered Recurrent Gap Times.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,31(5),1377-1390.
MLA	Kang Fangyuan,et al."An Additive Hazards Model for Clustered Recurrent Gap Times".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 31.5(2018):1377-1390.