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An Additive Hazards Model for Clustered Recurrent Gap Times
Kang Fangyuan1; Sun Liuquan2; Cheng Ximing1
2018-10-01
Source PublicationJOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
ISSN1009-6124
Volume31Issue:5Pages:1377-1390
AbstractIn 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.
KeywordAdditive hazards model cluster gap time model checking recurrent event
DOI10.1007/s11424-018-6329-3
Language英语
Funding ProjectNational Natural Science Foundation of China[11501037] ; National Natural Science Foundation of China[11771431] ; National Natural Science Foundation of China[11690015]
WOS Research AreaMathematics
WOS SubjectMathematics, Interdisciplinary Applications
WOS IDWOS:000441202600014
PublisherSPRINGER HEIDELBERG
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Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/30846
Collection应用数学研究所
Affiliation1.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
Recommended Citation
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.
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