anadditivemultiplicativeratesmodelformultivariaterecurrenteventswitheventcategoriesmissingatrandom

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	anadditivemultiplicativeratesmodelformultivariaterecurrenteventswitheventcategoriesmissingatrandom
	Ye Peng 2; Sun Liuquan2 ; Zhao Xingqiu 1; Xu Wei 3
刊名	sciencechinamathematics
	2015
卷号	58 期号:6 页码:1163
ISSN号	1674-7283
英文摘要	Multivariate recurrent event data arises when study subjects may experience more than one type of recurrent events. In some situations, however, although event times are always observed, event categories may be partially missing. In this paper, an additive-multiplicative rates model is proposed for the analysis of multivariate recurrent event data when event categories are missing at random. A weighted estimating equations approach is developed for parameter estimation, and the resulting estimators are shown to be consistent and asymptotically normal. In addition, a model-checking technique is presented to assess the adequacy of the model. Simulation studies are conducted to evaluate the finite sample behavior of the proposed estimators, and an application to a platelet transfusion reaction study is provided.
资助项目	[National Natural Science Foundation of China] ; [Key Laboratory of Random Complex Structures and Data Science, Chinese Academy of Sciences] ; [Beijing Center for Mathematics and Information Interdisciplinary Sciences] ; [Research Grant Council of Hong Kong] ; [Hong Kong Polytechnic University]
语种	英语
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/44347]
专题	应用数学研究所
作者单位	1.香港理工大学 2.中国科学院数学与系统科学研究院 3.多伦多大学
推荐引用方式 GB/T 7714	Ye Peng,Sun Liuquan,Zhao Xingqiu,et al. anadditivemultiplicativeratesmodelformultivariaterecurrenteventswitheventcategoriesmissingatrandom[J]. sciencechinamathematics,2015,58(6):1163.
APA	Ye Peng,Sun Liuquan,Zhao Xingqiu,&Xu Wei.(2015).anadditivemultiplicativeratesmodelformultivariaterecurrenteventswitheventcategoriesmissingatrandom.sciencechinamathematics,58(6),1163.
MLA	Ye Peng,et al."anadditivemultiplicativeratesmodelformultivariaterecurrenteventswitheventcategoriesmissingatrandom".sciencechinamathematics 58.6(2015):1163.