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.
| Author details: | Norbert MarwanORCiDGND |
|---|---|
| DOI: | https://doi.org/10.1142/S0218127411029008 |
| ISSN: | 0218-1274 |
| Title of parent work (English): | International journal of bifurcation and chaos : in applied sciences and engineering |
| Publisher: | World Scientific |
| Place of publishing: | Singapore |
| Publication type: | Review |
| Language: | English |
| Year of first publication: | 2011 |
| Publication year: | 2011 |
| Release date: | 2017/03/26 |
| Tag: | Recurrence plot; pitfalls; recurrence quantification analysis; time series analysis |
| Volume: | 21 |
| Issue: | 4 |
| Number of pages: | 15 |
| First page: | 1003 |
| Last Page: | 1017 |
| Funding institution: | Potsdam Research Cluster for Georisk Analysis, Environmental Change and Sustainability (PROGRESS) [BMBF 03IS2191B] |
| Organizational units: | Mathematisch-Naturwissenschaftliche Fakultät / Institut für Geowissenschaften |
| Peer review: | Referiert |
