Binary versus non-binary information in real time series: empirical results and maximum-entropy matrix models

The dynamics of complex systems, from financial markets to the brain, can be monitored in terms of multiple time series of activity of the constituent units, such as stocks or neurons, respectively. While the main focus of time series analysis is on the magnitude of temporal increments, a significan...

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Bibliographic Details
Main Authors: Assaf Almog, Diego Garlaschelli
Format: Article
Language:English
Published: IOP Publishing 2014-01-01
Series:New Journal of Physics
Subjects:
Online Access:https://doi.org/10.1088/1367-2630/16/9/093015