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1 Bezruchko, Boris P Extracting Knowledge From Time Series I05873 2010 eBook  
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TitleExtracting Knowledge From Time Series : An Introduction to Nonlinear Empirical Modeling
Author(s)Bezruchko, Boris P;Smirnov, Dmitry A
PublicationBerlin, Heidelberg, Springer Berlin Heidelberg, 2010.
DescriptionXXII, 410 p. 162 illus : online resource
Abstract NoteThis book addresses the fundamental question of how to construct mathematical models for the evolution of dynamical systems from experimentally-obtained time series. It places emphasis on chaotic signals and nonlinear modeling and discusses different approaches to the forecast of future system evolution. In particular, it teaches readers how to construct difference and differential model equations depending on the amount of a priori information that is available on the system in addition to the experimental data sets. This book will benefit graduate students and researchers from all natural sciences who seek a self-contained and thorough introduction to this subject
ISBN,Price9783642126017
Keyword(s)1. COMPLEX SYSTEMS 2. DYNAMICAL SYSTEMS 3. EBOOK 4. EBOOK - SPRINGER 5. ECONOMIC THEORY 6. Economic Theory/Quantitative Economics/Mathematical Methods 7. Economics, Mathematical?? 8. ENVIRONMENTAL PHYSICS 9. ENVIRONMENTAL SCIENCES 10. GEOPHYSICS 11. Geophysics/Geodesy 12. Quantitative Finance 13. STATISTICAL PHYSICS 14. Statistical Physics and Dynamical Systems
Item TypeeBook
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
I05873     On Shelf    

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