Observing the unobserved confounding through its effects: toward randomized trial-like estimates from real-world survival data

Vasiliki Stoumpou, Dimitris Bertsimas, Samuel Singer +1

Background: Randomized controlled trials (RCTs) are costly, time-consuming, and often infeasible, while treatment-effect estimation from observational data is limited by unobserved…