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A semiparametric additive rates model for clustered recurrent event data
Authors:Sui He  Fen Wang  Liu-quan Sun
Institution:193. School of Mathematics and Statistics, Central China Normal University, Wuhan, 430079, China
293. Institute of Applied Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, 100190, China
Abstract:Recurrent event data often arises in biomedical studies, and individuals within a cluster might not be independent. We propose a semiparametric additive rates model for clustered recurrent event data, wherein the covariates are assumed to add to the unspecified baseline rate. For the inference on the model parameters, estimating equation approaches are developed, and both large and finite sample properties of the proposed estimators are established.
Keywords:additive rates  clustered failure time data  estimating equation  marginal model  recurrentevents
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