no code implementations • 23 Feb 2022 • Lenon Minorics, Caner Turkmen, David Kernert, Patrick Bloebaum, Laurent Callot, Dominik Janzing
This paper proposes a new approach for testing Granger non-causality on panel data.
no code implementations • 26 Feb 2021 • Kailash Budhathoki, Dominik Janzing, Patrick Bloebaum, Hoiyi Ng
We describe a formal approach based on graphical causal models to identify the "root causes" of the change in the probability distribution of variables.