How to avoid potential pitfalls in recurrence plot based data analysis

Details How to avoid potential pitfalls in recurrence plot based data analysis How to avoid potential pitfalls in recurrence plot based data analysis

2010-07-13

arxiv.org/abs/1007.2215v1

Nonlinear Sciences

Chaotic Dynamics

Scientific paper

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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