KMS Of Academy of mathematics and systems sciences, CAS
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 |
ISSN | 1439-8516 |
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 |
DOI | 10.1007/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 |
推荐引用方式 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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