Data Science, Machine Learning, Causal Inference, AI, Linear Programming.
(the 4th of which actually you don’t send any discount). You build 2 CATE models — (1) Estimating how the offer value effects the order value and (2) Estimating how offer value effects the cost. Agents: Your existing customer base Tasks: Whether you send them a 10%, 20% or 50% discount Decision