Nonlinear dynamical systems analysis for the behavioral sciences using real data. (2016)

• Record Type: Book
• Further Information: Note: Edited by Stephen J. Guastello and Robert A.M. Gregson.
• Other Names: Guastello, Stephen J; Gregson, R. A. M (Robert Anthony Mills), 1928-
• Contents: Introduction to Nonlinear Dynamical Systems Analysis, R.A.M. Gregson and S.J. Guastello; Principles of Time Series Analysis, R.A.M. Gregson ; Frequency Distributions and Error Functions, S.J. Guastello ; Phase Space Analysis and Unfolding, M. Shelhamer ; Nonlinear Dynamical Analysis of Noisy Time Series, A. Heathcote and D. Elliott ; The Effects of the Irregular Sample and Missing Data in Time Series Analysis, D.M. Kreindler and C.J. Lumsden; A Dynamical Analysis via the Extended-Return-Map, J.-S. Li, J. Krauth, and J.P. Huston ; Adjusting Behavioral Methods When Applying Nonlinear Dynamical Measures to Stimulus Rates, B.B. Frey; Entropy, S.J. Guastello ; Analysis of Recurrence: Overview and Application to Eye-Movement Behavior, D.J. Aks ; Discontinuities and Catastrophes with Polynomial Regression, S.J. Guastello ; Nonlinear Regression and Structural Equations, S.J. Guastello ; Catastrophe Models with Nonlinear Regression, S.J. Guastello ; Catastrophe Model for the Prospect-Utility Theory Question, T.A. Oliva and S.R. McDade ; Measuring the Scaling Properties of Temporal and Spatial Patterns: From the Human Eye to the Foraging Albatross, M.S. Fairbanks and R.P. Taylor ; Oscillators with Differential Equations, J. Butner and T.N. Story ; Markov Chains for Identifying Nonlinear Dynamics, S.J. Merrill ; Markov Chain Example: Transitions between Two Pictorial Attractors, R.A.M. Gregson ; Identifying Ill-Behaved Nonlinear Processes without Metrics: Use of Symbolic Dynamics, R.A.M. Gregson ; Information Hidden in Signals and Macromolecules I: Symbolic Time-Series Analysis, M.A. Jiménez-Montaño, R. Feistel, and O. Diez-Martínez ; Orbital Decomposition: Identification of Dynamical Patterns in Categorical Data, S.J. Guastello; Orbital Decomposition for Multiple Time-Series Comparisons, D. Pincus, D.L. Ortega, and A.M. Metten ; The Danger of Wishing for Chaos, P.E. McSharry ; Methodological Issues in the Application of Monofractal Analyses in Psychological and Behavioral Research, D. Delignières, K. Torre, and L. Lemoine ; Frontiers of Nonlinear Methods, R.A.M. Gregson ; Index
• Publisher Details: Place of publication not identified : CRC Press
• Publication Date: 2016
• Extent: 1 online resource (631 pages), (53 illustrations)
• Subjects: 150.1185; Psychology -- Philosophy; Nonlinear systems
• Languages: English
• ISBNs: 9781439820025; 1439820023
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.