MATH - 8250 Applied Statistics - Time Series (4)

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.