Definite Non-Ancestral Relations and Structure Learning

Wenyu Chen, Mathias Drton, Ali Shojaie

In causal graphical models based on directed acyclic graphs (DAGs), directed paths represent causal pathways between the corresponding variables. The variable at the beginning of s…