Local Constraint-Based Causal Discovery under Selection Bias

Philip Versteeg, Joris M. Mooij, Cheng Zhang

Abstract: We consider the problem of discovering causal relations from independence constraints selection bias in addition to confounding is present. While the seminal FCI algorithm is sound and complete in ...