STAT 622 - Probability Theory and Stochastic Processes II

[3]

Advanced development of estimation techniques, including sufficiency, minimum variance and invariance; asymptotic properties of maximum likelihood estimators; Neyman-Pearson lemma and least favorable distributions; Bayesian inference and decision theory; and Stein estimator.
Prerequisite: Prerequisite: STAT 612 or consent of instructor.