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A review on recent advances and applications of h-likelihood method
Journal of the Korean Statistical Society ( IF 0.6 ) Pub Date : 2021-05-19 , DOI: 10.1007/s42952-021-00130-8
Woojoo Lee , Il Do Ha , Maengseok Noh , Donghwan Lee , Youngjo Lee

Having spent almost 30 years since Lee and Nelder introduced the h-likelihood at the discussion meeting held in Royal Statistical Society in 1994, Lee and his colleagues and students have studied how to define the h-likelihood for complex statistical models and conduct inference about unobservables and fixed unknown parameters in them. In this paper we review several important research areas with a focus on how the h-likelihood method has been applied. This review covers areas including analysis of clustered survival data, competing risk models with frailty, joint models for longitudinal and survival outcomes, sparse high-dimensional multivariate analysis, spatial analysis and multiple testing.



中文翻译:

h-似然法的最新进展与应用述评

自从Lee和Nelder在1994年于皇家统计学会举行的讨论会上介绍h似然性以来,已经花费了近30年的时间,Lee及其同事和学生研究了如何为复杂的统计模型定义h似然性以及如何对不可观测的事物进行推理。并修复了其中的未知参数。在本文中,我们回顾了几个重要的研究领域,重点介绍了如何应用h似然法。这篇综述涵盖了以下领域:聚集的生存数据分析,具有脆弱性的竞争风险模型,纵向和生存结果的联合模型,稀疏的高维多元分析,空间分析和多重测试。

更新日期:2021-05-19
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