Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
Learner (DR) — Treatment needs to be binary ❌ S-Learner — Can handle continuous treatments and non-linear relationships between the treatment and outcome if an appropriate machine learning algorithm (e.g. gradient boosting) is used 💚 S-Learner The “S” in S-Learner comes from it being a “single