Handbook of Time Series Analysis: Recent Theoretical Developments and Applications

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9783527406234: Handbook of Time Series Analysis: Recent Theoretical Developments and Applications
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This handbook provides an up-to-date survey of current research topics and applications of time series analysis methods written by leading experts in their fields. It covers recent developments in univariate as well as bivariate and multivariate time series analysis techniques ranging from physics' to life sciences' applications. Each chapter comprises both methodological aspects and applications to real world complex systems, such as the human brain or Earth's climate. Covering an exceptionally broad spectrum of topics, beginners, experts and practitioners who seek to understand the latest developments will profit from this handbook.

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This handbook provides an up-to-date survey of current research topics and applications of time series analysis methods written by leading experts in their fields. It covers recent developments in linear and non-linear, as well as stochastic and deterministic analysis methods and their cross-fertilization between Mathematics, Physics, and Engineering. Each chapter comprises both methodological aspects and applications to time series from real world complex systems, such as the human brain or Earth's climate. Covering an exceptionally broad spectrum of topics, beginners, experts and practitioners in time series analysis who seek to understand the latest developments will profit from this handbook.

Foto von links nach rechts: M. Winterhalder, J. Timmer, B. Schelter

The Editors are working in the research group "Data Analysis and Modeling of Dynamic Processes in the Life Sciences" at the Center for Data Analysis and Modeling of the University of Freiburg, Germany. In interdisciplinary projects, they develop, investigate and apply mathematical methods to elucidate properties of complex systems in the field of neurology based on multivariate time series.

About the Author:

The Editors are members of the research group "Data Analysis and Modeling of Dynamic Processes in the Life Sciences" at the Center for Data Analysis and Modeling of the University of Freiburg, Germany. In interdisciplinary projects, they develop, investigate and apply mathematical methods to elucidate properties of complex systems in the field of neurology based on multivariate time series.

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Björn Schelter (editor), Matthias Winterhalder (editor), Jens Timmer (editor)
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Book Description Wiley VCH Verlag Gmbh Sep 2006, 2006. Buch. Condition: Neu. Neuware - Anerkannte Experten auf dem Gebiet bieten einen aktuellen Überblick über neue Entwicklungen und Anwendungen der Zeitreihenanalyse. Dieses Handbuch bietet einen aktuellen Überblick über neue Entwicklungen und Anwendungen der Zeitreihenanalyse. Die Beiträge von anerkannten Experten aus verschiedenen naturwissenschaftlichen Disziplinen und der Medizin behandeln sowohl univariate als auch bi- und multivariate Analysemethoden, wobei sowohl methodische als auch anwendungsbezogene Aspekte der Zeitreihenanalyse realer, komplexer Systeme betrachtet werden. Dies und das breite Themenspektrum machen das Buch sowohl für Neueinsteiger als auch Anwender und Experten zu einer wertvollen Lektüre. This handbook provides an up-to-date survey of current research topics and applications of time series analysis methods written by leading experts in their fields. It covers recent developments in univariate as well as bivariate and multivariate time series analysis techniques ranging from physics to life sciences applications. Each chapter comprises both methodological aspects and applications to real world complex systems, such as the human brain or Earth s climate. Covering an exceptionally broad spectrum of topics, beginners, experts and practitioners who seek to understand the latest developments will profit from this handbook. 496 pp. Englisch. Seller Inventory # 9783527406234

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Book Description Wiley VCH Verlag Gmbh Sep 2006, 2006. Buch. Condition: Neu. Neuware - Anerkannte Experten auf dem Gebiet bieten einen aktuellen Überblick über neue Entwicklungen und Anwendungen der Zeitreihenanalyse. Dieses Handbuch bietet einen aktuellen Überblick über neue Entwicklungen und Anwendungen der Zeitreihenanalyse. Die Beiträge von anerkannten Experten aus verschiedenen naturwissenschaftlichen Disziplinen und der Medizin behandeln sowohl univariate als auch bi- und multivariate Analysemethoden, wobei sowohl methodische als auch anwendungsbezogene Aspekte der Zeitreihenanalyse realer, komplexer Systeme betrachtet werden. Dies und das breite Themenspektrum machen das Buch sowohl für Neueinsteiger als auch Anwender und Experten zu einer wertvollen Lektüre. This handbook provides an up-to-date survey of current research topics and applications of time series analysis methods written by leading experts in their fields. It covers recent developments in univariate as well as bivariate and multivariate time series analysis techniques ranging from physics to life sciences applications. Each chapter comprises both methodological aspects and applications to real world complex systems, such as the human brain or Earth s climate. Covering an exceptionally broad spectrum of topics, beginners, experts and practitioners who seek to understand the latest developments will profit from this handbook. 496 pp. Englisch. Seller Inventory # 9783527406234

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Schelter, Bjorn (Editor)/ Winterhalder, Matthias (Editor)/ Timmer, Jens (Editor)
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