Fluctuation-response theorem for Kullback-Leibler divergences to quantify causation

Publikation: Beitrag in FachzeitschriftForschungsartikelBeigetragenBegutachtung

Abstract

We define a new measure of causation from a fluctuation-response theorem forKullback-Leibler divergences, based on the information-theoretic cost of perturbations. This information response has both the invariance properties required for an information-theoretic measureand the physical interpretation of a propagation of perturbations. In linear systems, the information response reduces to the transfer entropy, providing a connection between Fisher and mutualinformation.

Details

OriginalspracheUndefiniert
Aufsatznummer28002
Seitenumfang6
Fachzeitschrift epl : a letters journal exploring the frontiers of physics
Jahrgang135
Ausgabenummer2
PublikationsstatusVeröffentlicht - 2021
Peer-Review-StatusJa

Externe IDs

Scopus 85116875285

Schlagworte

Bibliotheksschlagworte