Incorporation of causality structures to complex network analysis of time-varying behaviour of multivariate time series

Abstract This paper presents a new methodology for characterising the evolving behaviour of the time-varying causality between multivariate time series, from the perspective of change in the structure of the causality pattern. We propose that such evolutionary behaviour should be tracked by means of...

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Bibliographic Details
Main Authors: Leo Carlos-Sandberg, Christopher D. Clack
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/5a756776cb0f46ce8a626619a361f9b0
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