When Do Causal ML Models Beat LM / GLM / GBM?

Published 5 November 2026

Simulated customer-retention scenarios show why predicting who will cancel differs from identifying who an offer could save, with causal ML methods compared against linear, generalized linear, and gradient-boosting models.