Data Science, Machine Learning, Causal Inference, AI, Linear Programming.
should we treat?”. We “condition” on our control features to allow treatment effects to vary depending on customer characteristics. Think back to the example where we are sending out discounts. If customers with a higher number of previous orders respond better to discounts, we can condition on