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portada a nonlinear time series workshop
a nonlinear time series workshopa nonlinear time series workshop
Type
Physical Book
Publisher
Language
English
Pages
216
ISBN
0792386744
ISBN13
9780792386742
Categories

a nonlinear time series workshop

Ashley,Patterson (Author) · Springer · Physical Book

a nonlinear time series workshop - ashley,patterson

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Synopsis "a nonlinear time series workshop"

the complex dynamic behavior exhibited by many nonlinear systems - chaos, episodic volatility bursts, stochastic regimes switching - has attracted a good deal of attention in recent years. a nonlinear time series workshop provides the reader with both the statistical background and the software tools necessary for detecting nonlinear behavior in time series data. the most useful existing detection techniques are described, including engles lagrange multiplier test for conditional hetero-skedasticity and tests based on the correlation dimension and on the estimated bispectrum. these techniques are illustrated using actual data from fields such as economics, finance, engineering, and geophysics.

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