Paul M. Griffin

CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors

2025

Causal inference involving Structural causal models (SCMs) provides a principled approach to identifying causation from observational and experimental data in disciplines ranging from economics to medicine. However, to estimate the underlying causal structure, SCMs need …