Local Constraint-Based Causal Discovery under Selection Bias

Philip Versteeg, Cheng Zhang, Joris M. Mooij

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…