Bayesian Machine Learning, Bayesian Statistics, Inference, Editors Pick, Getting Started.
Analytical Posterior distribution The Beta distribution has the neat property that using it as a prior distribution for a binomial likelihood will result in a Beta posterior distribution with updated 𝜶 and 𝜷. This property is known as conjugacy. The posterior for the model is then given by This