Theoretical Statistics and Probability (S04)

This certificate teaches the theory that underpins statistical inference and probability, equipping you to understand the assumptions and limitations of a range of statistical models. You’ll gain a thorough understanding of the theory you need as a professional statistician. Study the mathematical theory underlying methods and concepts used in practical statistical analyses while learning to develop probability models and investigate their properties.perties.

Key features of the course

Cover analytical approaches, classical and Bayesian statistics and the underpinning mathematical theory

Learn about distribution theory and a range of probabilistic models

Understand the theory behind statistical inference

Gain the skills to comment critically on analyses and model choices