Generally, “Bayesian analysis” refers to the statistical analysis of data that relies on Bayes’ Theorem, presented below. Bayes’ Theorem tells us how to update prior beliefs about parameters or hypotheses in light of data, to yield posterior beliefs. Or, even more simply, Bayes’ Theorem tells us how to learn rationally about parameters from data. As we shall see, Bayesian analysis…