Chapter 3 Bayesian Statistics

Bayesian inference estimates the probability, \(\theta\), that an hypothesis is true. It differs from Frequentist inference in its insistence that all uncertainties be described by probabilities. Bayesian inference updates the prior probability distribution in light of new information.

Bayesian inference builds on Bayes’ Law, so let’s start there.