Introduction to Mathematical Statistics

3 Hours

Sampling distributions of statistics, estimation of parameters (confidence intervals, method of moments, maximum likelihood, comparison of estimators using mean square error and efficiency, sufficient statistics), hypothesis tests (p-values, power, likelihood ratio tests), and other topics. Mathematics 378K and Statistics and Data Sciences 378 may not both be counted. Three lecture hours a week for one semester.