EAN: 9781461266488

NONLINEAR DYNAMICS AND STATISTICS KARTONIERT (TB)

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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