Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
inverse propensity weighting (IPW), the DR approach first fits a direct regression model, and then debiases that model by applying an inverse propensity approach to the residual of that model, rather than to a training sample directly. The approach allows for arbitrary machine learning algorithms