Theory of Statistics

4.0 credits · Graduate

Introduction to classical theory of parametric statistical inference that builds on the material covered in STSCI 3080. Topics include sampling distributions, principles of data reduction, likelihood, parameter estimation, hypothesis testing, interval estimation, and basic asymptotic theory.