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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
Source PublicationACTA MATHEMATICA SINICA-ENGLISH SERIES
ISSN1439-8516
Volume33Issue:8Pages:1048-1060
AbstractIn 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.
KeywordMarginal rate model Box-Cox transformation partial-score function terminal event
DOI10.1007/s10114-017-6221-4
Language英语
Funding ProjectNational 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 Research AreaMathematics
WOS SubjectMathematics, Applied ; Mathematics
WOS IDWOS:000404898000003
PublisherSPRINGER HEIDELBERG
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Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/25947
Collection应用数学研究所
Corresponding AuthorZhou, Jie
Affiliation1.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
Recommended Citation
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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