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

Galka, Andreas

 
9789810241483: Topics in Nonlinear Time Series Analysis: With Implications for Eeg Analysis (Advanced Series in Nonlinear Dynamics, 14, Band 14)
Hardcover
ISBN 10: 9810241488 ISBN 13: 9789810241483
Verlag: World Scientific Publishing Co Pte Ltd, 2000

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
World Scientific Publishing Co Pte Ltd
Erscheinungsdatum
2000
Sprache
Englisch
ISBN 10 
9810241488
ISBN 13 
9789810241483
Einband
Gebundene Ausgabe
Anzahl der Seiten
360
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar