Bayesian methods have become the preferred tool for predictive models, including Marketing Mix Models (MMM). This white paper clarifies various types of Bayes models and shows how in4mation insights has advanced marketing science by developing Robust Bayes™ – the most accurate regression method for dealing with increasingly fragmented data.