Topics in Nonlinear Time Series Analysis: With Implications for Eeg Analysis - Couverture rigide

Galka, Andreas

 
9789810241483: Topics in Nonlinear Time Series Analysis: With Implications for Eeg Analysis
Couverture rigide
ISBN 10 : 9810241488 ISBN 13 : 9789810241483
Editeur : World Scientific Publishing Co Pte Ltd, 2000

Synopsis

This book provides a thorough review of a class of powerful algorithms for the numerical analysis of complex time series data which were obtained from dynamical systems. These algorithms are based on the concept of state space representations of the underlying dynamics, as introduced by nonlinear dynamics. In particular, current algorithms for state space reconstruction, correlation dimension estimation, testing for determinism and surrogate data testing are presented ― algorithms which have been playing a central role in the investigation of deterministic chaos and related phenomena since 1980. Special emphasis is given to the much-disputed issue whether these algorithms can be successfully employed for the analysis of the human electroencephalogram.

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Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2000
Langue
anglais
ISBN 10 
9810241488
ISBN 13 
9789810241483
Reliure
Relié
Nombre de pages
360
Coordonnées du fabricant
non disponible
Personne responsable
non disponible