Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
the response functions separately for the treatment and control populations. First, it uses base learners to estimate the conditional expectations of the outcomes separately for units under control and those under treatment. Second, it takes the difference between these estimates. We refer to the