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How to avoid potential pitfalls in recurrence plot based data analysis

  • Recurrence plots and recurrence quantification analysis have become popular in the last two decades. Recurrence based methods have on the one hand a deep foundation in the theory of dynamical systems and are on the other hand powerful tools for the investigation of a variety of problems. The increasing interest encompasses the growing risk of misuse and uncritical application of these methods. Therefore, we point out potential problems and pitfalls related to different aspects of the application of recurrence plots and recurrence quantification analysis.

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Metadaten
Author:Norbert Marwan
DOI:https://doi.org/10.1142/S0218127411029008
ISSN:0218-1274 (print)
Parent Title (English):International journal of bifurcation and chaos : in applied sciences and engineering
Publisher:World Scientific
Place of publication:Singapore
Document Type:Review
Language:English
Year of first Publication:2011
Year of Completion:2011
Release Date:2017/03/26
Tag:Recurrence plot; pitfalls; recurrence quantification analysis; time series analysis
Volume:21
Issue:4
Pagenumber:15
First Page:1003
Last Page:1017
Funder:Potsdam Research Cluster for Georisk Analysis, Environmental Change and Sustainability (PROGRESS) [BMBF 03IS2191B]
Organizational units:Mathematisch-Naturwissenschaftliche Fakultät / Institut für Geowissenschaften
Peer Review:Referiert