Quantifying High-order Interdependencies via Multivariate Extensions of the Mutual Information

Fernando Rosas, Pedro A. M. Mediano, Michael Gastpar +1

This article introduces a model-agnostic approach to study statistical synergy, a form of emergence in which patterns at large scales are not traceable from lower scales. Our frame…