Hierarchical Likelihood and Statistical Inferences

다국어 초록 (Multilingual Abstract)

In this paper we review the two existing ways, Bayesian and Fisher approaches, for statistical inferences. Then we discuss the hierarchical likelihood (h-likelihood; Lee and Nelder, 1996) framework, including its necessity and advantages. The usefulness of h-likelihood is illustrated via an example for prediction problem and analyses of two wellknown real data sets.

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