Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
forests and gradient boosting don’t give us this (unlike say linear regression). However, a response curve can translate the outputs of an S-Learner into a comprehensive form, showing how the outcome responds to the treatment. If you can’t quite picture how we can create a response curve yet, don’t