ABSTRACT

This paper aims to discuss the Bayesian estimation approach for the zero-inflated cure class of models, which extends the standard cure model by accommodating zero-inflated data in the survival analysis context. A comprehensive simulation study is carried out to assess the performance of the estimation procedure. A new estimation methodology is illustrated using a real dataset related to women diagnosed with invasive cervical cancer in Brazil.

中文翻译：

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零膨胀治愈模型的贝叶斯方法：在巴西浸润性宫颈癌数据库中的应用

摘要

本文旨在讨论零膨胀治愈类模型的贝叶斯估计方法，该方法通过在生存分析上下文中容纳零膨胀数据来扩展标准治愈模型。进行了全面的模拟研究以评估估计程序的性能。使用与巴西被诊断患有浸润性宫颈癌的女性相关的真实数据集说明了一种新的估计方法。