Marketing Science8 min read

Understanding Hill functions in marketing mix modeling

A comprehensive guide to saturation curves and their application in media optimization. Learn why Hill functions can be concave or convex and how they're used in Google Meridian.

Cyril Noirot
Lead Data Scientist
May 15, 2025

About the author

Cyril Noirot

Cyril Noirot

Lead Data Scientist

Freelance data scientist. I design and ship decision systems — forecasting, pricing, marketing measurement, optimization — for teams making high-stakes calls.

Seen in practice

Anonymized case studies where these ideas were applied to real decision problems.

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