Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
would have increased prices. In this example, appropriate causal inference reverses the recommended decision, with direct impact on the retailer’s profit. Confusing correlation and causation would have cost the retailer real money. In contrast, using a carefully designed DML mechanism, the retailer