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Thomas Schreiber
Researcher at Max Planck Society
Publications - 77
Citations - 20098
Thomas Schreiber is an academic researcher from Max Planck Society. The author has contributed to research in topics: Nonlinear system & Surrogate data. The author has an hindex of 38, co-authored 73 publications receiving 18928 citations. Previous affiliations of Thomas Schreiber include University of Wuppertal & Niels Bohr Institute.
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Nonlinear time series analysis
Holger Kantz,Thomas Schreiber +1 more
TL;DR: Using nonlinear methods when determinism is weak, as well as selected nonlinear phenomena, is suggested to be a viable alternative to linear methods.
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Measuring information transfer.
TL;DR: An information theoretic measure is derived that quantifies the statistical coherence between systems evolving in time and is able to distinguish effectively driving and responding elements and to detect asymmetry in the interaction of subsystems.
Nonlinear Time Series Analysis
Holger Kantz,Thomas Schreiber +1 more
TL;DR: In this article, the authors discuss the use of non-linear methods when determinism is weak and apply them to the problem of neighbor search in the presence of chaotic data and noise.
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Surrogate time series
Thomas Schreiber,Andreas Schmitz +1 more
TL;DR: Specific as well as more general approaches to constrained randomisation, providing a full range of examples, and some implementational aspects of the realisation of these methods in the TISEAN software package are discussed.
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Practical implementation of nonlinear time series methods: The TISEAN package.
TL;DR: In this paper, the authors describe the implementation of methods of nonlinear time series analysis which are based on the paradigm of deterministic chaos and present a variety of algorithms for data representation, prediction, noise reduction, dimension and Lyapunov estimation.