KMS Of Academy of mathematics and systems sciences, CAS
An Additive Hazards Model for Clustered Recurrent Gap Times | |
Kang Fangyuan1; Sun Liuquan2; Cheng Ximing1 | |
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. |
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