Bayesian MMM

Marketing mix modeling that uses Bayesian inference to incorporate prior knowledge (from lift tests, past models, or reasonable ranges) and to express uncertainty in its results. Meta's Robyn is not Bayesian; Google's Meridian, PyMC-Marketing, and Recast are.