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Status:
Available4.7
31 reviews
ISBN 10: 042913780X
ISBN 13: 9780429137808
Author: Stephen J Guastello, Robert A M Gregson
Although its roots can be traced to the 19th century, progress in the study of nonlinear dynamical systems has taken off in the last 30 years. While pertinent source material exists, it is strewn about the literature in mathematics, physics, biology, economics, and psychology at varying levels of accessibility. A compendium research methods reflect
1: Introduction to Nonlinear Dynamical Systems Analysis
2: Principles of Time Series Analysis
3: Frequency Distributions and Error Functions
4: Phase Space Analysis and Unfolding
5: Nonlinear Dynamical Analysis of Noisy Time Series*
6: The Effects of the Irregular Sample and Missing Data in Time Series Analysis*
7: A Dynamical Analysis via the Extended-Return-Map*
8: Adjusting Behavioral Methods When Applying Nonlinear Dynamical Measures to Stimulus Rates*
9: Entropy
10: Analysis of Recurrence: Overview and Application to Eye-Movement Behavior
11: Discontinuities and Catastrophes with Polynomial Regression
12: Nonlinear Regression and Structural Equations
13: Catastrophe Models with Nonlinear Regression
14: Catastrophe Model for the Prospect-Utility Theory Question*
15: Measuring the Scaling Properties of Temporal and Spatial Patterns: From the Human Eye to the Foraging Albatross
16: Oscillators with Differential Equations
17: Markov Chains for Identifying Nonlinear Dynamics
18: Markov Chain Example: Transitions between Two Pictorial Attractors*
19: Identifying Ill-Behaved Nonlinear Processes without Metrics: Use of Symbolic Dynamics*
20: Information Hidden in Signals and Macromolecules: Symbolic Time-Series Analysis*
21: Orbital Decomposition: Identification of Dynamical Patterns in Categorical Data
22: Orbital Decomposition for Multiple Time-Series Comparisons
23: The Danger of Wishing for Chaos*
24: Methodological Issues in the Application of Monofractal Analyses in Psychological and Behavioral Research*
25: Frontiers of Nonlinear Methods
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Tags: Stephen J Guastello, Robert A M Gregson, Dynamical, Analysis
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