Causal Inference, Machine Learning, Editors Pick, Bcn Causal Algo, Thoughts And Theory.
would like to estimate, which is the derivative of the ATE with respect to D. Equation 1.2 keeps track of confounding, the dependency of the treatment on the covariates. This dependency is modelled via the function m₀(Z), and the dependency of the outcome on the covariates is modelled via the