math.CO, math.PR, math.ST, stat.ME, stat.ML, stat.TH

Complete Causal Identification from Ancestral Graphs under Selection Bias

arXiv:2603.26301v1 Announce Type: cross
Abstract: Many causal discovery algorithms, including the celebrated FCI algorithm, output a Partial Ancestral Graph (PAG). PAGs serve as an abstract graphical representation of the underlying causal structure, …