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

no code implementations • 28 Apr 2022 • Riddhiman Adib, Md Mobasshir Arshed Naved, Chih-Hao Fang, Md Osman Gani, Ananth Grama, Paul Griffin, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman

Using CKH, we present a methodological framework for encoding causal priors from various information sources and combining them to derive an SCM.