Constructing networks from a dynamical system perspective for multivariate nonlinear time series.

Abstract

We describe a method for constructing networks for multivariate nonlinear time series. We approach the interaction between the various scalar time series from a deterministic dynamical system perspective and provide a generic and algorithmic test for whether the interaction between two measured time series is statistically significant. The method can be… (More)
DOI: 10.1103/PhysRevE.93.032323

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