Sensitivity Analysis to Unobserved Confounding with Copula-based Normalizing Flows

Sourabh Balgi, Marc Braun, Jose M. Peña +1

We propose a novel method for sensitivity analysis to unobserved confounding in causal inference. The method builds on a copula-based causal graphical normalizing flow that we term…