CSpace  > 应用数学研究所
 The Cox-Aalen model for recurrent-event data with a dependent terminal event Qu, Lianqiang1; Sun, Liuquan2 2019-05-01 Source Publication STATISTICA NEERLANDICA ISSN 0039-0402 Volume 73Issue:2Pages:234-255 Abstract Recurrent events with a dependent terminal event arise frequently in a wide variety of fields. In this paper, we propose a new joint model to analyze these data and model the dependence between recurrent and terminal events through shared gamma frailty. Specifically, a Cox-Aalen rate frailty model is specified for the recurrent event, and an additive hazards frailty model is specified for the terminal event. An estimating equation approach is developed for the parameters in the joint model, and the asymptotic properties of the proposed estimators are established. Simulation studies demonstrate that the proposed estimators perform well with finite samples. An application to a medical cost study of chronic heart failure patients is illustrated. Keyword Cox-Aalen model estimating equation recurrent events share frailty terminal event DOI 10.1111/stan.12167 Language 英语 Funding Project National Natural Science Foundation of China[11771431] ; National Natural Science Foundation of China[11690015] ; Key Laboratory of Random Complex Structures and Data Science, Chinese Academy of Sciences[2008DP173182] ; Fundamental Research Funds for the Central Universities[20205180090] WOS Research Area Mathematics WOS Subject Statistics & Probability WOS ID WOS:000466377800006 Publisher WILEY Citation statistics Document Type 期刊论文 Identifier http://ir.amss.ac.cn/handle/2S8OKBNM/34605 Collection 应用数学研究所 Corresponding Author Sun, Liuquan Affiliation 1.Cent China Normal Univ, Sch Math & Stat, Wuhan 430079, Hubei, Peoples R China2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100190, Peoples R China Recommended CitationGB/T 7714 Qu, Lianqiang,Sun, Liuquan. The Cox-Aalen model for recurrent-event data with a dependent terminal event[J]. STATISTICA NEERLANDICA,2019,73(2):234-255. APA Qu, Lianqiang,&Sun, Liuquan.(2019).The Cox-Aalen model for recurrent-event data with a dependent terminal event.STATISTICA NEERLANDICA,73(2),234-255. MLA Qu, Lianqiang,et al."The Cox-Aalen model for recurrent-event data with a dependent terminal event".STATISTICA NEERLANDICA 73.2(2019):234-255.
 Files in This Item: There are no files associated with this item.
 Related Services Recommend this item Bookmark Usage statistics Export to Endnote Google Scholar Similar articles in Google Scholar [Qu, Lianqiang]'s Articles [Sun, Liuquan]'s Articles Baidu academic Similar articles in Baidu academic [Qu, Lianqiang]'s Articles [Sun, Liuquan]'s Articles Bing Scholar Similar articles in Bing Scholar [Qu, Lianqiang]'s Articles [Sun, Liuquan]'s Articles Terms of Use No data! Social Bookmark/Share