This post is part of our Guide to Bayesian Statistics and is now in book form in Bayesian Statistics the Fun Way! What's a good blog on probability without a post on Bayes' Theorem? Bayes' Theorem is one of those mathematical ideas that is simultaneously simple and demanding. Its fundamental aim is to formalize how information about one event can give us understanding of another. Let's start with