A proof of consistency and model-selection optimality on the empirical Bayes method

Dye SK Sato, Yukitoshi Fukahata

We study the consistency and optimality of the maximum marginal likelihood estimate (MMLE) in the hyperparameter inference for large-degree-of-freedom models. We perform main analy…