Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
related to the final model (e.g., small mean squared error, asymptotic normality, and construction of confidence intervals). Mathematically, the double machine learning model is constructed as follows: Stage 1: Stage 2: Linear regression on residuals: Note: for 𝜃 constant, 𝜃 is the coefficient from