An Additive Hazards Model for Clustered Recurrent Gap Times

被引:0
|
作者
KANG Fangyuan [1 ]
SUN Liuquan [2 ]
CHENG Ximing [1 ]
机构
[1] School of Applied Science, Beijing Information Science and Technology University
[2] Institute of Applied Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences
基金
中国国家自然科学基金;
关键词
Additive hazards model; cluster; gap time; model checking; recurrent event;
D O I
暂无
中图分类号
TP311.13 [];
学科分类号
1201 ;
摘要
In this article, clustered recurrent gap time is investigated. A marginal additive hazards model is proposed without specifying the association of the individuals within the same cluster.The relationship among the gap times for the same individual is also left unspecified. An estimating equation-based inference procedure is developed for the model parameters, and the asymptotic properties of the resulting estimators are established. In addition, a lack-of-fit test is presented to assess the adequacy of the model. The finite sample behavior of the proposed estimators is evaluated through simulation studies, and an application to a clinic study on chronic granulomatous disease(CGD) is illustrated.
引用
收藏
页码:1377 / 1390
页数:14
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