The Hardness of Validating Observational Studies with Experimental Data

Jake Fawkes, Michael O'Riordan, Athanasios Vlontzos +2

Observational data is often readily available in large quantities, but can lead to biased causal effect estimates due to the presence of unobserved confounding. Recent works attemp…