Flexible sensitivity analysis for observational studies without observable implications

Alexander Franks, Alexander D'Amour, Avi Feller

A fundamental challenge in observational causal inference is that assumptions about unconfoundedness are not testable from data. Assessing sensitivity to such assumptions is theref…