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Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data PDF
By:Stephen J. Guastello,Robert A.M. Gregson
Published on 2016-04-19 by CRC Press

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 reflecting the expertise of major contributors to NDS psychology, Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data examines the techniques proven to be the most useful in the behavioral sciences. The editors have brought together constructive work on new practical examples of methods and application built on nonlinear dynamics. They cover dynamics such as attractors, bifurcations, chaos, fractals, catastrophes, self-organization, and related issues in time series analysis, stationarity, modeling and hypothesis testing, probability, and experimental design. The analytic techniques discussed include several variants of the fractal dimension, several types of entropy, phase-space and state-space diagrams, recurrence analysis, spatial fractal analysis, oscillation functions, polynomial and Marquardt nonlinear regression, Markov chains, and symbolic dynamics. The book outlines the analytic requirements faced by social scientists and how they differ from those of mathematicians and natural scientists. It includes chapters centered on theory and procedural explanations for running the analyses with pertinent examples and others that illustrate applications where a particular form of analysis is seen in the context of a research problem. This combination of approaches conveys theoretical and practical knowledge that helps you develop skill and expertise in framing hypotheses dynamically and building viable analytic models to test them.

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Book ID of Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data's Books is BKHMBQAAQBAJ, Book which was written byStephen J. Guastello,Robert A.M. Gregsonhave ETAG "OikZrHK8uqg"

Book which was published by CRC Press since 2016-04-19 have ISBNs, ISBN 13 Code is 9781439820025 and ISBN 10 Code is 1439820023

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Download Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data PDF Free

Download Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data Books Free

Download Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data Free

Download Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data PDF

Download Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data Books