Causal Inference, Instrumental Variable.
mentioned, is the 2-Stage Least Squares (2SLS) estimator. Let’s say our causal graph incorporates observable covariates, X, influencing Y. Here’s the two-step algorithm: Estimate the regression: This provides an estimate T hat. 2. Substitute T hat for T and estimate the concluding regression: If