Detecting non-causal artifacts in multivariate linear regression models

Dominik Janzing, Bernhard Schölkopf

Abstract: We consider linear models where d potential causes X_1,...,X_d are correlated with one target quantity Y and propose a method to infer whether the association is causal or whether it is an artifact...