Quantifying intrinsic causal contributions via structure preserving interventions

Dominik Janzing, Patrick Blöbaum, Atalanti A. Mastakouri +3

We propose a notion of causal influence that describes the `intrinsic' part of the contribution of a node on a target node in a DAG. By recursively writing each node as a function…