Empirical Bayesian Learning
David R. Cunningham, A.M. Breipohl · IEEE Transactions on Systems Man and Cybernetics · 1971
It is shown that a certain weighted average of the prior distribution and the empirical distribution yields an estimate of the posterior distribution that is consistent with Bayes' theorem. A comparison of this approach and conventional parametric Bayesian estimation is made for some specific cases.