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stat.ME2022
Vector causal inference between two groups of variables
Jonas Wahl, Urmi Ninad, Jakob Runge
Methods to identify cause-effect relationships currently mostly assume the variables to be scalar random variables. However, in many fields the objects of interest are vectors or g…
stat.ME2022
Causal inference for temporal patterns
Nicolas-Domenic Reiter, Andreas Gerhardus, Jakob Runge
Complex dynamical systems are prevalent in many scientific disciplines. In the analysis of such systems two aspects are of particular interest: 1) the temporal patterns along which…