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Nonlinear Dynamics and Statistics epub

Nonlinear Dynamics and Statistics epub

Nonlinear Dynamics and Statistics.cAlistair I. Mees
Nonlinear Dynamics and Statistics
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Author: Alistair I. Mees
Page Count: 473 pages
Published Date: 30 Apr 2013
Publisher: Springer-Verlag New York Inc.
Publication Country: New York, United States
Language: English
Type: PDF
ISBN: 9781461266488
File size: 19 Mb
File Name: nonlinear.dynamics.and.statistics.pdf
Download Link: nonlinear dynamics and statistics
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This book describes the state of the art in nonlinear dynamical reconstruction theory. The chapters are based upon a workshop held at the Isaac Newton Institute, Cambridge University, UK, in late 1998. The book's chapters present theory and methods topics by leading researchers in applied and theoretical nonlinear dynamics, statistics, probability, and systems theory. Features and topics: * disentangling uncertainty and error: the predictability of nonlinear systems * achieving good nonlinear models * delay reconstructions: dynamics vs. statistics * introduction to Monte Carlo Methods for Bayesian Data Analysis * latest results in extracting dynamical behavior via Markov Models * data compression, dynamics and stationarity Professionals, researchers, and advanced graduates in nonlinear dynamics, probability, optimization, and systems theory will find the book a useful resource and guide to current developments in the subject.

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