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Causal analysis, Correlation-Response and Dynamic cavity

Authors
  • Aurell, Erik
  • Del Ferraro, Gino
Type
Preprint
Publication Date
Dec 02, 2015
Submission Date
Dec 02, 2015
Identifiers
DOI: 10.1088/1742-6596/699/1/012002
Source
arXiv
License
Yellow
External links

Abstract

The purpose of this note is to point out analogies between causal analysis in statistics and the correlation-response theory in statistical physics. It is further shown that for some systems the dynamic cavity offers a way to compute the stationary state of a non- equilibrium process effectively, which could then be taken an alternative starting point of causal analysis.

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