GFCM: A Tail-Sensitive Mixed-Type Conditional Independence Test for Causal Discovery

Pavel Averin, Theodoros Moysiadis, Ioannis Katakis

Constraint-based causal discovery like PC and FCI depends on its conditional independence test. Partial correlation and the Generalised Covariance Measure (GCM) detect only the con…