Nonlinear Dynamics and Statistics (Paperback, Softcover reprint of the original 1st ed. 2001)

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.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Release date:	November 2012
First published:	2001
Editors:	Alistair I. Mees
Dimensions:	235 x 155 x 25mm (L x W x T)
Format:	Paperback
Pages:	473
Edition:	Softcover reprint of the original 1st ed. 2001
ISBN-13:	978-1-4612-6648-8
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Business & Economics > Business & management > Management & management techniques > Operational research Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	1-4612-6648-3
Barcode:	9781461266488

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