Mathematics and Statistics 438: Statistical Theory

Credits 4
Credit Type
Semester Offered
Fall
Faculty
Ptukhina

This course studies the mathematical theory of statistics with a focus on the theory of estimation and hypothesis tests. Topics may include properties of estimators, maximum likelihood estimation, convergence in probability, the central limit theorem, order statistics, moment generating functions, and likelihood ratio tests. A statistical software package will be used.

Prerequisites

Mathematics 349; and Mathematics 128, Mathematics 247, Economics 227, or Environmental Studies 207.