Topics in Nonlinear Time Series Analysis: With Implications for EEG Analysis (Advanced Series in Nonlinear Dynamics): 14 - Hardcover

Galka, Andreas

 
9789810241483: Topics in Nonlinear Time Series Analysis: With Implications for EEG Analysis (Advanced Series in Nonlinear Dynamics): 14
Hardcover
ISBN 10: 9810241488 ISBN 13: 9789810241483
Publisher: 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.

"synopsis" may belong to another edition of this title.

Publisher
World Scientific Publishing Co Pte Ltd
Publication date
2000
Language
English
ISBN 10 
9810241488
ISBN 13 
9789810241483
Binding
Hardcover
Number of pages
360