Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
RandomForest model. Much more effort could be spent here, of course; but this set of potential confounders showcases that the RandomForests might find nontrivial functional forms and interaction effects beyond what a standard regression could do. Next up, for the actual inference I’ll use a linear