A nonlinear time series workshop: a toolkit for detecting and identifying nonlinear serial dependence

Provides the reader with both the statistical background and the software tools for detecting nonlinear behavior in time series data. This book describes various detection techniques including Engle's LaGrange Multiplier test for conditional hetero-skedasticity and tests based on the correlatio...

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Bibliographische Detailangaben
Hauptverfasser: Patterson, Douglas M, Ashley, Richard A
Format: Buch
Sprache:eng
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Beschreibung
Zusammenfassung:Provides the reader with both the statistical background and the software tools for detecting nonlinear behavior in time series data. This book describes various detection techniques including Engle's LaGrange Multiplier test for conditional hetero-skedasticity and tests based on the correlation dimension and on the estimated bispectrum.