Bayes and empirical Bayes: do they merge?

Sonia Petrone, Judith Rousseau, Catia Scricciolo

Bayesian inference is attractive for its coherence and good frequentist properties. However, it is a common experience that eliciting a honest prior may be difficult and, in practi…