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

Name: Topics In Nonlinear Time Series Analysis, With Implications For Eeg Analysis
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789810241483
Price: 876.11 RON
Availability: InStock

Autor: Andreas Galka

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Legare: Copertă tare

Editura: World Scientific Publishing Co Pte Ltd

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876.11 lei

This book provides a thorough review of a class of powerful algorithms for the numerical analysis of...

Informații despre carte

Autor

Andreas Galka

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2000

Pagini

360

EAN

9789810241483

ISBN

9810241488

Enbook ID

05066475

Editura

World Scientific Publishing Co Pte Ltd

Greutate

640

Dimensiuni

154 x 223 x 29

Descriere completă

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

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