Fluctuation-response theorem for Kullback-Leibler divergences to quantify causation
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Contributors
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
Original language | English |
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Article number | 28002 |
Number of pages | 6 |
Journal | epl : a letters journal exploring the frontiers of physics |
Volume | 135 |
Issue number | 2 |
Publication status | Published - Jul 2021 |
Peer-reviewed | Yes |
External IDs
Scopus | 85116875285 |
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