Lecture 18 - Hierarchical Bayesian Models

Hierarchical Bayesian Models; Example, Modeling Cancer Rates; Empirical Bayes; Evidence Approximation; ML-II (Empirical Bayes) vs. MAP-II vs. Full Bayes; James Stein Estimator; Example with Gaussian likelihood and Gaussian prior; Example, predicting baseball scores.