Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
the scalar propensity score is sufficient to remove bias due to all observed covariates. However, IPW highly relies on the correctness of propensity scores, which can be remedied in doubly robust learning, as described in the next section. Doubly robust learning (DR): Doubly robust learning is a