MAT7313 Bayesian Methods for Data Analysis

This is a PhD module which  aims to provide students with strong foundations in Bayesian inference and Methods for Data Analysis. Specifically, the course aims to give a brief introduction to the Bayesian approach in decision theory. After an overview to the subjective probability concept that underlies Bayesian inference, the course moves on to the advanced topics in Bayesian theory. Some applications will also be provided.