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