(3 cr.) P: S620, some knowledge of elementary measure theory, and consent of the instructor. Mathematically rigorous introduction to major areas of statistical theory and practice, including statistical models, sufficiency, likelihood inference, estimation and testing, Bayesian inference, decision theory, equivariance, and optimality of test statistics. The statistical program package "R" will be introduced and used.