Amortizing Causal Sensitivity Analysis via Prior Data-Fitted Networks

Emil Javurek, Dennis Frauen, Marie Brockschmidt +2

Causal sensitivity analysis aims to provide bounds for causal effect estimates in the presence of unobserved confounding. However, existing methods for causal sensitivity analysis…