Chapter 5: Bayesian Statistical Inference

This chapter develops the fundamentals of Bayesian statistical inference, and finishes with some examples of computing statistics in this manner.

• Parameter Estimation for Gaussian Distribution
• Parameter Estimation for Binomial Distribution
• Parameter Estimation for the Cauchy (Lorentzian) Distribution
• Approximate Bayesian Computation
• Hierarchical Bayes