STAT 8581 - Statistical Theory I

3 Credit Hours
Prerequisites: Math 4662 or MATH 6662.
Description
The course is primarily on the theory of statistical estimation. Topics included are method of moments, least squares, maximum likelihood, minimum variance unbiased estimation, the sufficiency and completeness of statistics, Fisher information and Cramer-Rao bounds, statistical decision theory, and Bayes decision rules.