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A class of box-cox transformation models for recurrent event data with a terminal event
Authors:Jie Zhou  Jun Zhu  Liu Quan Sun
Institution:1. School of Mathematics, Capital Normal University, Beijing 100048, P. R. China;2. Institute of Applied Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, P. R. China
Abstract: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.
Keywords:Marginal rate model  Box-Cox transformation  partial-score function  terminal event  
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