Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series

Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series

Causality inference has arrested much attention in academic studies. Currently, multiple methods such as Granger causality, Convergent Cross Mapping (CCM), and Noise-assisted Multivariate Empirical Mode Decomposition (NA-MEMD) are introduced to solve the problem. Motivated by the researchers who upl...

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Bibliographic Details
Main Authors: Yi Zhang, Guan Wang, Ziwen Li, Mingjun Xie, Branko Celler, Steven Su, Peng Xu, Dezhong Yao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Neuroinformatics
Subjects:
NA-MEMD Causal Decomposition
empirical mode decomposition
Granger causality
CCM
Causal Decomposition
causality inference
Online Access:https://www.frontiersin.org/articles/10.3389/fninf.2022.851645/full

Internet

https://www.frontiersin.org/articles/10.3389/fninf.2022.851645/full

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