A review on recent advances and applications of h-likelihood method
- 주제(키워드) Adjusted profile h-likelihood , H-likelihood , Hierarchical generalized linear model , Unobservable
- 등재 SCIE, SCOPUS, KCI등재
- 발행기관 Springer
- 발행년도 2021
- 총서유형 Journal
- URI http://www.dcollection.net/handler/ewha/000000183398
- 본문언어 영어
- Published As http://dx.doi.org/10.1007/s42952-021-00130-8
초록/요약
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. © 2021, Korean Statistical Society.
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