Probability and Mathematical Statistics

3 credits · Graduate credit

This course is an introduction to probability theory and mathematical statistics. Statistics offers a set of tools for the rigorous analysis and interpretation of numerical data obtained through random samples. The purpose of the course is to provide students with a deep theoretical understanding of the foundations of statistical inference. Topics include probability theory, experimental and theoretical derivation of sampling distributions, hypothesis testing, and properties of estimators including maximum likelihood and method of moments.