Conditions and Assumptions for Constraint-based Causal Structure Learning

Kayvan Sadeghi, Terry Soo

We formalize constraint-based structure learning of the "true" causal graph from observed data when unobserved variables are also existent. We provide conditions for a "natural" fa…