Nonlinear dynamical systems analysis for the behavioral sciences using real data
Introduction to nonlinear dynamical systems analysis / Robert A.M. Gregson and Stephen J. GuastelloPrinciples of time series analysis / Robert A.M. Gregson -- Frequency distributions and error functions / Stephen J. Guastello -- Phase space analysis and unfolding / Mark Shelhamer -- Nonlinear dynami...
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| Weitere Verfasser: | , , |
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Boca Raton u.a.
CRC Press, Taylor & Francis
2011
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| Schlagworte: | |
| Online Zugang: | Inhaltsverzeichnis |
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Tag hinzufügen | Zusammenfassung: | Introduction to nonlinear dynamical systems analysis / Robert A.M. Gregson and Stephen J. GuastelloPrinciples of time series analysis / Robert A.M. Gregson -- Frequency distributions and error functions / Stephen J. Guastello -- Phase space analysis and unfolding / Mark Shelhamer -- Nonlinear dynamical analysis of noisy time series / Andrew Heathcote and David Elliott -- The effects of the irregular sample and missing data in time series analysis / David M. Kreindler and Charles J. Lumsden -- A dynamical analysis via the extended-return-map / Jay-Shake Li, Joachim Krauth, and Joseph P. Huston -- Adjusting behavioral methods when applying nonlinear dynamical measures to stimulus rates / Barbara Bruhns Frey -- Entropy / Stephen J. Guastello -- Analysis of recurrence : overview and application to eye-movement behavior / Deborah J. Aks -- Discontinuities and catastrophes with polynomial regression ; Nonlinear regression and structural equations ; Catastrophe models with nonlinear regression / Stephen J. Guastello -- Catastrophe model for the prospect-utility theory question / Terence A. Oliva and Sean R. McDade -- Measuring the scaling properties of temporal and spatial patterns : from the human eye to the foraging albatross / Matthew S. Fairbanks and Richard P. Taylor -- Oscillators with differential equations / Jonathan Butner and T. Nathan Story -- Markov chains for identifying nonlinear dynamics / Stephen J. Merrill -- Markov chain example : transitions between two pictorial attractors / Robert A.M. Gregson -- Identifying ill-behaved nonlinear processes without metrics : use of symbolic dynamics / Robert A.M. Gregson -- Information hidden in signals and macromolecules : symbolic time-series analysis / Miguel A. Jiménez-Montaño, Rainer Feistel, and Oscar Diez-Martínez -- Orbital decomposition : identification of dynamical patterns in categorical data / Stephen J. Guastello -- Orbital decomposition for multiple time-series comparisons / David Pincus, David L. Ortega, and Annette M. Metten -- The danger fo wishing for chaos / Patrick E. McSharry -- Methodological issues in the application of monofractal analyses in psychological and behavioral research / Didier Delginières, Kjerstin Torre, and Loïc Lemoine -- Frontiers of nonlinear methods / Robert A.M. Gregson. |
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| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | XIV, 617 S. graph. Darst. |
| ISBN: | 1439819971 1-4398-1997-1 9781439819975 978-1-4398-1997-5 |