comparing the empirical Bayes based on the kernel prior with the fully Bayes based on the informative prior, the mean square …In this study, the theory of statistical kernel density estimation has been applied for deriving non-parametric kernel … prior to the empirical Bayes which frees the Bayesian inference from subjectivity that has worried some statisticians. For …