Abstract
With Toolboxes for Complex Systems we pro- vide a compilation of innovative methods for modern nonlinear data analysis and modelling. These methods were developed during scientific research in the Interdis- ciplinary Center for Dynamics of Complex Systems Pots- dam, the Humboldt-Universitat zu Berlin and the Pots- dam Institute for Climate Impact Research (PIK). It pro- vides analysis tools for recurrence quantification analy- sis, nonlinear regression analysis, innovative filtering and processing of physiological data, coupling direction esti- mations, wavelet spectrum and coherence analysis, time series graph estimation and more.
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