ST405-Bayesian-Data-Analysis

Materials for Bayesian Data Analysis - Maynooth University, Semester 1, 2022.

Includes:

• Module Information

• 1a Bayes' Rule

• 1b Happiness Example

• 2a Beta Priors

• 2b Beta Inference

• 3 Single Parameter Normal

• 4 MCMC

• 5 JAGS

• 6 Linear Regression with JAGS

• 7 Posterior Predictive Checks

• 8 Bayesian Hierarchical Models (1)