A class of box-cox transformation models for recurrent event data with a terminal event

被引:0
作者
Jie Zhou
Jun Zhu
Liu Quan Sun
机构
[1] Capital Normal University,School of Mathematics
[2] Chinese Academy of Sciences,Institute of Applied Mathematics, Academy of Mathematics and Systems Science
来源
Acta Mathematica Sinica, English Series | 2017年 / 33卷
关键词
Marginal rate model; Box-Cox transformation; partial-score function; terminal event; 05B05; 05B25; 20B25;
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中图分类号
学科分类号
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.
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页码:1048 / 1060
页数:12
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