Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
walkthrough of the main ideas and formulation of each algorithm. Links to the raw papers are provided for those who want to go beyond the high-level introduction and learn more. S-learner: This algorithm estimates the target variable using all the covariate features and treatment indicator, without