Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
difference is calculated among the estimated values when the treatment assignment indicator is changed from control to treatment, with all other features held fixed. The difference among the estimated values is the CATE for an individual unit. Different regressors, such as XGBoost, can be used as a