A robust approach to quantifying uncertainty in matching problems of causal inference

Marco Morucci, Md. Noor-E-Alam, Cynthia Rudin

Unquantified sources of uncertainty in observational causal analyses can break the integrity of the results. One would never want another analyst to repeat a calculation with the s…