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Dynamic causality analysis using overlapped sliding windows based on the extended convergent cross-m...

Dynamic causality analysis using overlapped sliding windows based on the extended convergent cross-m...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2521265324

Dynamic causality analysis using overlapped sliding windows based on the extended convergent cross-mapping

About this item

Full title

Dynamic causality analysis using overlapped sliding windows based on the extended convergent cross-mapping

Author / Creator

Publisher

Dordrecht: Springer Netherlands

Journal title

Nonlinear dynamics, 2021-04, Vol.104 (2), p.1753-1765

Language

English

Formats

Publication information

Publisher

Dordrecht: Springer Netherlands

More information

Scope and Contents

Contents

In this paper, a new method called sliding windows based on the extended convergent cross-mapping is proposed. Specifically, we add a dynamic perspective in causality analysis by implementing sliding window techniques. In addition, we show how sliding windows can clarify our understanding of the causal effects, which can be valuable in producing a...

Alternative Titles

Full title

Dynamic causality analysis using overlapped sliding windows based on the extended convergent cross-mapping

Authors, Artists and Contributors

Author / Creator

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2521265324

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2521265324

Other Identifiers

ISSN

0924-090X

E-ISSN

1573-269X

DOI

10.1007/s11071-021-06362-x

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