Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
the gold standard of RCT. We refer to them as causal estimation methods under unfoundedness. It’s important to note that any attempt to use these methods without observing potential confounders can reduce, but not eliminate, bias relative to raw correlations. Matching methods Matching methods