STAT7030 - Mathematical Statistics II

• Prerequisite: STAT7010
• Credit hours: 3-0-3
• Point estimation, method of moments, maximum likelihood, and properties of point estimators; confidence intervals and hypothesis testing; sufficient statistics; Neyman-Pearson theorem, uniformly most powerful tests, and likelihood ratio tests; Fisher information and the Cramer-Rao inequality. Additional topics may include nonparametric statistics, decision theory and linear models.