Why Bayesian Stats Needs Monte-Carlo Methods
Will Kurt
Bayesian statistics rely heavily on Monte-Carlo methods. A common question
that arises is “isn’t there an easier, analytical solution?” This post
explores a bit more why this is by breaking down the analysis of a Bayesian
A/B test and showing how tricky the analytical path is and exploring more
of the mathematical logic of even trivial MC methods.