Topics In Nonlinear Time Series Analysis, With Implications For Eeg Analysis

Topics In Nonlinear Time Series Analysis, With Implications For Eeg Analysis

AngličtinaPevná väzba
Galka Andreas
World Scientific Publishing Co Pte Ltd
EAN: 9789810241483
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Podrobné informácie

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.
EAN 9789810241483
ISBN 9810241488
Typ produktu Pevná väzba
Vydavateľ World Scientific Publishing Co Pte Ltd
Dátum vydania 21. februára 2000
Stránky 360
Jazyk English
Rozmery 223 x 154 x 29
Krajina Singapore
Autori Galka Andreas
Séria Advanced Series in Nonlinear Dynamics