Bayesian Analysis

1. Bayesian Model

Statistical model

The three problems in Statistics

Critique of frequentist inference

Likelihood based Infernce

Bayesian Model

2. Bayesian Inference

3. Hierachical models

4. Model Checking and Model Selection

5. Bayesian Computation

6. Aplications