Frequentist Coverage of Bayesian Credible Sets Statistics t-Distribution of Normalised Coefficient Estimate Statistics Neyman-Pearson Lemma Statistics Bayes Risk Bounds Maximal Risk Statistics Uniform Law of Large Numbers Statistics Bootstrap Mean Statistics Asymptotic Equivalence of Wald, LRT, and Score Tests Statistics Optimality of the Bayes Classifier Statistics