eBook: Topics In Nonlinear Time Series Analysis, With Implications For Eeg Analysis (DRM PDF)
 
電子書格式: DRM PDF
作者: Galka Andreas Galka 
系列: Advanced Series In Nonlinear Dynamics
分類: Probability & statistics ,
Applied physics  
書城編號: 22527178


售價: $546.00

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製造商: World Scientific Publishing Company
出版日期: 2000/02/18
頁數: 360
ISBN: 9789814493925
 
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商品簡介
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.
Advanced Series In Nonlinear Dynamics

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