Adjacency-Faithfulness and Conservative Causal Inference

Joseph Ramsey, Jiji Zhang, Peter L. Spirtes

Most causal inference algorithms in the literature (e.g., Pearl (2000), Spirtes et al. (2000), Heckerman et al. (1999)) exploit an assumption usually referred to as the causal Fait…