The reconstruction of equivalent underlying model based on direct causality for multivariate time series

This article presents a novel approach for reconstructing an equivalent underlying model and deriving a precise equivalent expression through the use of direct causality topology. Central to this methodology is the transfer entropy method, which is instrumental in revealing the causality topology. T...

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Bibliographic Details
Main Authors: Liyang Xu, Dezheng Wang
Format: Article
Language:English
Published: PeerJ Inc. 2024-03-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-1922.pdf