A new constructive criterion for Markov equivalence of MAGs

Marcel Wienöbst, Max Bannach, Maciej Liskiewicz

Abstract: Ancestral graphs are an important tool for encoding causal knowledge as they represent uncertainty about the presence of latent confounding and selection bias, and they can be inferred from data. A...