In statistics today, there are two schools of thought as to how we interpret data and make statistical inferences. The classical and more dominant approach to date has been what is termed the frequentist approach (refer to Chapter 7, A Tour of Statistics – The Classical Approach). We are looking at the Bayesian approach in this chapter.