Bayesian MMM

A modern evolution of MMM that applies Bayesian statistics. Instead of producing a single fixed estimate, Bayesian MMMs generate a distribution of possible outcomes, quantifying uncertainty and allowing faster updates as new data arrives. They can also incorporate external evidence — like results from experiments — to strengthen estimates where data is sparse.