A Characterization of Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables

Jiji Zhang

Different directed acyclic graphs (DAGs) may be Markov equivalent in the sense that they entail the same conditional independence relations among the observed variables. Meek (1995…