Causal Inference, Causality, Machine Learning, Validation, Application.
Ratio of CATE over previous three-month average revenue distribution across managed customers. (Simulated data) Rank customers based on predicted treatment effect and compare their post-intervention revenue across the rank quartiles for both treated and control groups. This allows us to diagnose