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With Toolboxes for Complex Systems we provide a compilation of innovative methods for modern nonlinear data analysis. These methods were developed during scientific research in the Interdisciplinary Center for Dynamics of Complex Systems Potsdam, the Cardiovascular Physics Group at the Humboldt-Universität zu Berlin, and the Potsdam Institute for Climate Impact Research (PIK). Therefore, do not expect a perfect suite of programmes or full support.

Features:

Data Pre-Processing Innovative filtering of data Time-scale adjustment Constructing Proxy Records From Age Models (COPRA)

Data Analysis Investigation of system's dynamics Wavelet spectral and coherence analysis Audio signal classification Correlation with non-equidistant time series Investigation of nonlinear correlation/ interrelation Spatio-temporal data analysis

Model Fitting/ Modelling Parameter estimation of models Modelling using complex networks

Contents:

If you use data, software or other stuff from this web site, please cite the corresponding publication and this web site (tocsy.pik-potsdam.de)!

Information and contact:
Norbert Marwan

The authors of the programmes are responsible for their submissions.

last modified: 2023-09-05, 12:53:17