Learning linear acyclic causal model including Gaussian noise using ancestral relationships

Ming Cai, Penggang Gao, Hisayuki Hara

This paper discusses algorithms for learning causal DAGs. The PC algorithm makes no assumptions other than the faithfulness to the causal model and can identify only up to the Mark…