MATH 332 Mathematical Statistics

Theory and applications of statistical inference. Both Bayesian and classical parametric methods are considered. Point and interval estimation hypothesis testing. Limit theorems and their use in approximation maximum likelihood estimation and the generalized likelihood ratio test. Introduction to linear models nonparametric methods and decision theory.