Janzing, Dominik; Schölkopf, Bernhard - In: Journal of Causal Inference 6 (2018) 1
Abstract We study a model where one target variable $Y$ is correlated with a vector $\textbf{X}:=(X_1,\dots,X_d)$ of predictor variables being potential causes of $Y$ . We describe a method that infers to what extent the statistical dependences between $\textbf{X}$ and $Y$ are due to the...