Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
values Ŷ₂ from the first stage are used in place of the actual values Y₂ of the problematic predictors to compute an OLS model for the response of interest Y₁. All exogenous independent variables will be included in the second stage regression, but not the instruments. Sieve two-stage least square