Synopsis
Deterministic chaos provides a novel framework for the analysis of irregular time series. Traditionally, nonperiodic signals are modeled by linear stochastic processes. But even very simple chaotic dynamical systems can exhibit strongly irregular time evolution without random inputs. Chaos theory offers completely new concepts and algorithms for time series analysis which can lead to a thorough understanding of the signal. The book introduces a broad choice of such concepts and methods, including phase space embeddings, nonlinear prediction and noise reduction, Lyapunov exponents, dimensions and entropies, as well as statistical tests for nonlinearity. Related topics like chaos control, wavelet analysis and pattern dynamics are also discussed. Applications range from high quality, strictly deterministic laboratory data to short, noisy sequences which typically occur in medicine, biology, geophysics or the social sciences. All material is discussed and illustrated using real experimental data.
"synopsis" may belong to another edition of this title.
Book Description
Deterministic chaos provides a striking explanation for irregular behaviour and anomalies in systems which seem not to be inherently stochastic. This book describes the most direct link between chaos theory and the real world, which is the analysis of time series from real systems in terms of nonlinear dynamics.
Review
..".original, fundamentally honest and very useful and valuable...an indispensable tool for all student, engineers and researchers who are confronted with the analysis of possibly chaotic signals." Journal of Biological Sciences
"About this title" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for Nonlinear Time Series Analysis (Cambridge Nonlinear...
Seller Image
Nonlinear time series analysis Holger Kantz and Thomas Schreiber. Cambridge nonlinear science series 7.
Published by
Cambridge , Cambridge University Press, 1997
ISBN 10: 0521551447
ISBN 13: 9780521551441
Used
Softcover
Seller: Antiquariat Bookfarm, Löbnitz, Germany
Seller rating 5 out of 5 stars
Softcover. Ex-library with stamp and library-signature. GOOD condition, some traces of use. Ancien Exemplaire de bibliothèque avec signature et cachet. BON état, quelques traces d'usure. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. 62 KAN 9780521551441 Sprache: Englisch Gewicht in Gramm: 550. Seller Inventory # 2498684
Seller Image
Nonlinear Time Series Analysis (Cambridge Nonlinear Science Series, Series Number 7)
Published by
Cambridge University Press, 1997
ISBN 10: 0521551447
ISBN 13: 9780521551441
Used
Hardcover
First Edition
Seller: LOROS Bookshop, Leicester, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Good. Dust Jacket Condition: Good. 1st Edition. Dust wrapper intact, but has considerable edge wear, two 1cm tears front and back cover, slight markings and scuffing on surface. Black cloth boards bumped at corners. Internally, all pages fairly clean, no markings or annotation, except for owners signature in pen on top of front end paper. Acceptable condition for a reading copy. Seller image provided. For further helpful synopsis and reviews try clicking on 'Seller Image'. Selling books since 1999, all proceeds help fund LOROS Charity Hospice. Seller Inventory # 000600
Buy Used
US$ 67.86
Shipping:
US$ 38.21
From United Kingdom to U.S.A.
Quantity: 1 available
Seller Image
Nonlinear time series analysis.
Published by
Cambridge, Cambridge University Press, 2000
ISBN 10: 0521551447
ISBN 13: 9780521551441
Used
Hardcover
Seller: Antiquariat Bookfarm, Löbnitz, Germany
Seller rating 5 out of 5 stars
Hardcover. Transfer. to digital printing. 304 S. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. Ex-library with stamp and library-signature. GOOD condition, some traces of use. 9780521551441 Sprache: Englisch Gewicht in Gramm: 550. Seller Inventory # 2149794
Stock Image
Nonlinear Time Series Analysis (Cambridge Nonlinear Science Series, Series Number 7)
Published by
Cambridge University Press, 1997
ISBN 10: 0521551447
ISBN 13: 9780521551441
Used
Hardcover
Seller: Sequitur Books, Boonsboro, MD, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. Hardcover and dust jacket. Good binding and cover. Shelf wear. Printer's error with some corners enlarged and folded over. Jacket sunned. Clean, unmarked pages. xvi, 304 pages : illustrations ; 26 cm. "Deterministic chaos offers a striking explanation for irregular behavior and anomalies in systems which do not seem to be inherently stochastic. The most direct link between chaos theory and the real world is the analysis of time series from real systems in terms of nonlinear dynamics. This book provides experimentalists with methods for processing, enhancing, and analyzing measured signals using these methods, and for theorists it also demonstrates the practical applicability of mathematical results." - Cambridge University Press. Seller Inventory # 2404230134