Complete Causal Identification from Ancestral Graphs under Selection Bias

Leihao Chen, Joris M. Mooij

Many causal discovery algorithms, including the celebrated FCI algorithm, output a Partial Ancestral Graph (PAG). PAGs serve as an abstract graphical representation of the underlyi…