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A Class of Box-Cox Transformation Models for Recurrent Event Data with a Terminal Event
Zhou, Jie1; Zhu, Jun2; Sun, Liu Quan2
2017-08-01
发表期刊ACTA MATHEMATICA SINICA-ENGLISH SERIES
ISSN1439-8516
卷号33期号:8页码:1048-1060
摘要In this article, we study a class of Box-Cox transformation models for recurrent event data in the presence of terminal event, which includes the proportional means models as special cases. Estimating equation approaches and the inverse probability weighting technique are used for estimation of the regression parameters. The asymptotic properties of the resulting estimators are established. The finite sample behavior of the proposed methods is examined through simulation studies, and an application to a heart failure study is presented to illustrate the proposed method.
关键词Marginal rate model Box-Cox transformation partial-score function terminal event
DOI10.1007/s10114-017-6221-4
语种英语
资助项目National Natural Science Foundation of China[11301355] ; National Natural Science Foundation of China[11671275] ; National Natural Science Foundation of China[11231010] ; National Natural Science Foundation of China[11690015] ; Key Laboratory of RCSDS, CAS[2008DP173182] ; BCMIIS
WOS研究方向Mathematics
WOS类目Mathematics, Applied ; Mathematics
WOS记录号WOS:000404898000003
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/25947
专题应用数学研究所
通讯作者Zhou, Jie
作者单位1.Capital Normal Univ, Sch Math, Beijing 100048, Peoples R China
2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100190, Peoples R China
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GB/T 7714
Zhou, Jie,Zhu, Jun,Sun, Liu Quan. A Class of Box-Cox Transformation Models for Recurrent Event Data with a Terminal Event[J]. ACTA MATHEMATICA SINICA-ENGLISH SERIES,2017,33(8):1048-1060.
APA Zhou, Jie,Zhu, Jun,&Sun, Liu Quan.(2017).A Class of Box-Cox Transformation Models for Recurrent Event Data with a Terminal Event.ACTA MATHEMATICA SINICA-ENGLISH SERIES,33(8),1048-1060.
MLA Zhou, Jie,et al."A Class of Box-Cox Transformation Models for Recurrent Event Data with a Terminal Event".ACTA MATHEMATICA SINICA-ENGLISH SERIES 33.8(2017):1048-1060.
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