Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
exogenous variables, including all of instruments. We should conduct an F-test on all instruments to see if instruments are jointly significant in the endogenous variable Y₂. Instruments should be strongly correlated with Y₂ to have reliable 2SLS estimators. In the second stage, the model-estimated