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Nonlinear dynamical systems analysis for the behavioral sciences using real data

Detalles Bibliográficos
Otros Autores: Guastello, Stephen J., Gregson, R. A. M. (Robert Anthony Mills), 1928-
Formato: Libro
Lenguaje:English
Materias:
Tabla de Contenidos:
  • Introduction to nonlinear dynamical systems analysis / Robert A.M. Gregson and Stephen J. Guastello
  • Principles 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 of wishing for chaos / Patrick E. McSharry
  • Methodological issues in the application of monofractal analyses in psychological and behavioral research / Didier Delginiéres, Kjerstin Torre, and Loíc Lemoine
  • Frontiers of nonlinear methods / Robert A.M. Gregson.