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A Strategy for the Use of the Cross Recurrence Quantification Analysis
Studies in Nonlinear Dynamics & Econometrics, 2020Abstract In this work, our goal is to analyze the use of the Cross Recurrence Plot (CRP) and its quantification (CRQA) as tools to detect the possible existence of a relationship between two systems. To do that, we define three tests that are a bivariate extension of those proposed by Aparicio et al. (Aparicio, T., E. Pozo, and D. Saura.
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Limits of Cross-Recurrence Quantification Analysis in Real-Time Data Processing
2021 5th Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2021we study data processing in real-time using cross-recurrence quantification analysis. In numerical modeling, the dependence of the calculation speed of the algorithm on the length of the time series is shown. Using a nonlinear model system, the limits of the analysis method are defined.
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Multiscale Cross-Recurrence Plot and Recurrence Quantification Analysis Based on Coarse-Grained
Fluctuation and Noise Letters, 2021In this paper, we proposed multiscale cross-recurrence quantification analysis (MSCRQA) method to analyze the dynamic states of two time series at different time scales. We apply this method to model system (two coupled van der Pol oscillators) and real-world system (SSEC and SZSE). It demonstrates that the MSCRQA can show richer and more recognizable
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