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 | |
| Source Publication | JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
 |
| ISSN | 1009-6124 |
| Volume | 31Issue:5Pages:1377-1390 |
| Abstract | 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. |
| Keyword | Additive hazards model cluster gap time model checking recurrent event |
| DOI | 10.1007/s11424-018-6329-3 |
| Language | 英语 |
| Funding Project | National Natural Science Foundation of China[11501037] ; National Natural Science Foundation of China[11771431] ; National Natural Science Foundation of China[11690015] |
| WOS Research Area | Mathematics |
| WOS Subject | Mathematics, Interdisciplinary Applications |
| WOS ID | WOS:000441202600014 |
| Publisher | SPRINGER HEIDELBERG |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/30846 |
| Collection | 应用数学研究所 |
| Corresponding Author | Kang Fangyuan |
| Affiliation | 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 |
| 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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