Robust inference of causality in high-dimensional dynamical processes from the Information Imbalance of distance ranks

Vittorio Del Tatto, Gianfranco Fortunato, Domenica Bueti +1

We introduce an approach which allows detecting causal relationships between variables for which the time evolution is available. Causality is assessed by a variational scheme base…