PAIR-CI: Calibrated Conditional Independence Testing for Causal Discovery with Incomplete Data
arXiv:2605.04838v1 Announce Type: cross
Abstract: The standard constraint-based paradigm for causal discovery with incomplete data — impute first, test second — is frequently miscalibrated: any consistent conditional independence (CI) test rejects a…