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

doi:10.1007/s10985-010-9165-x

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	A class of Box-Cox transformation models for recurrent event data
	Sun, Liuquan1 ; Tong, Xingwei 2; Zhou, Xian 3
	2011-04-01
发表期刊	LIFETIME DATA ANALYSIS
ISSN	1380-7870
卷号	17 期号:2 页码:280-301
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.
关键词	Box-Cox transformation model Counting process Marginal model Model checking Profile pseudo-partial likelihood Recurrent events
DOI	10.1007/s10985-010-9165-x
语种	英语
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
WOS类目	Mathematics, Interdisciplinary Applications ; Statistics & Probability
WOS记录号	WOS:000287664500006
出版者	SPRINGER
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/11965
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.