Fluctuation-response theorem for Kullback-Leibler divergences to quantify causation
Publikation: Beitrag in Fachzeitschrift › Forschungsartikel › Beigetragen › Begutachtung
Beitragende
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
Originalsprache | Englisch |
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Aufsatznummer | 28002 |
Seitenumfang | 6 |
Fachzeitschrift | epl : a letters journal exploring the frontiers of physics |
Jahrgang | 135 |
Ausgabenummer | 2 |
Publikationsstatus | Veröffentlicht - Juli 2021 |
Peer-Review-Status | Ja |
Externe IDs
Scopus | 85116875285 |
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