Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
that there is a secondary predictor that is correlated to the problematic predictor but not with the error term. Given the existence of the instrument variable, the following two methods are used: In the first stage, we will obtain the predicted endogenous variable Ŷ₂ using OLS against all