Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
introduce in a later section, the first model predicts the outcome from both the treatment and the controls, as opposed to just the controls. Then the method combines these two predictive models in a final estimation stage, creating a model of the heterogeneous treatment effect. In contrast to