Machine Learning, Causal Inference, Programming, Data Science.
without giving treatment variables a special role, so we only need a ‘single’ estimator as a base learner. The treatment indicator is included as a feature similar to all the other features without the indicator being given any special role. We use any base learner on the entire dataset to measure