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Frailty Models in Survival Analysis

机译:生存分析中的脆弱模型

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摘要

Frailty models are extensions of the well-known Cox proportional hazards model and provide a convenient way of introducing random effects, association, and unobserved heterogeneity into the modelling process. There are very few books that focus on frailty models with the most recent one authored by Duchateau and Janssen [1]. The present book goes beyond its predecessors by focusing not only on univariate models but also on extensions to multivariate modelling where event times are clustered.
机译:脆弱模型是著名的Cox比例风险模型的扩展,并提供了将随机效应,关联和未观察到的异质性引入建模过程的便捷方法。很少有关于脆弱性模型的书籍,最近的一本是由Duchateau和Janssen撰写的[1]。本书不仅着重于单变量模型,而且着重于对事件时间进行聚类的多变量模型的扩展,从而超越了其前身。

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