On counterfactual inference with unobserved confounding

Abhin Shah, Raaz Dwivedi, Devavrat Shah +1

Given an observational study with $n$ independent but heterogeneous units, our goal is to learn the counterfactual distribution for each unit using only one $p$-dimensional sample…