A Causal Inference Framework for Data Rich Environments

Alberto Abadie, Anish Agarwal, Devavrat Shah

We propose a formal model for counterfactual estimation with unobserved confounding in "data-rich" settings, i.e., where there are a large number of units and a large number of mea…