Bayesian vs. Frequentist Thinking in Marketing Mix Modeling

27/05/2025 22 min Temporada 1 Episodio 1

Listen "Bayesian vs. Frequentist Thinking in Marketing Mix Modeling"

Episode Synopsis

In this episode, we unpack how Bayesian and Frequentist statistical approaches tackle marketing performance analysis, focusing on Marketing Mix Modeling (MMM). You’ll learn the key differences in interpretation, how Bayesian methods enable sequential updates and uncertainty modeling, and why they’re gaining traction in modern marketing analytics. Ideal for marketers, data scientists, and anyone curious about the “why” behind the math.