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A class of Box-Cox transformation models for recurrent event data

文献类型：期刊论文

作者Sun, Liuquan1; Tong, Xingwei2; Zhou, Xian3
刊名LIFETIME DATA ANALYSIS
出版日期2011-04-01
卷号17期号:2页码:280-301
关键词Box-Cox transformation model Counting process Marginal model Model checking Profile pseudo-partial likelihood Recurrent events
ISSN号1380-7870
DOI10.1007/s10985-010-9165-x
英文摘要In this article, we propose a class of Box-Cox transformation models for recurrent event data, which includes the proportional means models as special cases. The new model offers great flexibility in formulating the effects of covariates on the mean functions of counting processes while leaving the stochastic structure completely unspecified. For the inference on the proposed models, we apply a profile pseudo-partial likelihood method to estimate the model parameters via estimating equation approaches and establish large sample properties of the estimators and examine its performance in moderate-sized samples through simulation studies. In addition, some graphical and numerical procedures are presented for model checking. An example of application on a set of multiple-infection data taken from a clinic study on chronic granulomatous disease (CGD) is also illustrated.
资助项目National Natural Science Foundation of China[10731010] ; National Natural Science Foundation of China[10971015] ; National Natural Science Foundation of China[10721101] ; National Basic Research Program of China (973 Program)[2007CB814902] ; Key Laboratory of RCSDS, CAS[2008DP173182]
WOS研究方向Mathematics
语种英语
WOS记录号WOS:000287664500006
出版者SPRINGER
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/11964]  
专题应用数学研究所
通讯作者Sun, Liuquan
作者单位1.Chinese Acad Sci, Inst Appl Math, Acad Math & Syst Sci, Beijing 100190, Peoples R China
2.Beijing Normal Univ, Sch Math Sci, Beijing 100875, Peoples R China
3.Macquarie Univ, Dept Actuarial Studies, Sydney, NSW 2109, Australia
推荐引用方式
GB/T 7714		 Sun, Liuquan,Tong, Xingwei,Zhou, Xian. A class of Box-Cox transformation models for recurrent event data[J]. LIFETIME DATA ANALYSIS,2011,17(2):280-301.
APA Sun, Liuquan,Tong, Xingwei,&Zhou, Xian.(2011).A class of Box-Cox transformation models for recurrent event data.LIFETIME DATA ANALYSIS,17(2),280-301.
MLA Sun, Liuquan,et al."A class of Box-Cox transformation models for recurrent event data".LIFETIME DATA ANALYSIS 17.2(2011):280-301.

入库方式： OAI收割

来源：数学与系统科学研究院

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