Leveraging heterogeneity for identifiability: Bayesian order-based learning of multiple DAGs

Hyunwoong Chang, Fariha Taskin

We propose a joint order-based scoring framework for causal structure learning of directed acyclic graph (DAG) models under heterogeneous data settings. We show that leveraging het…