MATH - 8250 Mathematical Statistics (3)

Provides a calculus-based examination of topics in mathematical statistics and its applications including multivariable distributions, transformations of variables, order statistics, the Sampling Distribution Theorem, the Central limit Theorem, estimation, hypothesis testing, analysis of variance (ANOVA), non-linear regression, simple and multiple regression, non-parametric statistics, Wilcoxon tests, the Theory of Statistical Inference, Bayesian estimation, and asymptotic distributions of maximum likelihood estimators. Prerequisites: MATH-2294 and STAT-4219 or the equivalent to each.