Causal analysis, Correlation-Response and Dynamic cavity
Aurell, Erik · Del Ferraro, Gino
Statistical Mechanics
Disordered Systems and Neural Networks
Data Analysis, Statistics and Probability
Original · EN
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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