Estimating Identifiable Causal Effects on Markov Equivalence Class
              through Double Machine Learning

                    Yonghan Jung 1 Jin Tian 2 Elias Bareinboim 3

              Abstract                tigates whether, given a causal graph G encoding qualitative
                                  knowledge about the domain, an interventional distribution
    General methods have been developed for esti-
                                  P (Y = y|do(X = x)) (for short, Px (y)), rep ...