Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
giving the treatment indicator any special role. The estimate is done using a single algorithm estimator, hence the name S-learner. The estimation consists of two stages. First, a predictive model is built using the outcome as a target and control for both treatment and other features. Then the