Data Analytic Techniques for Dynamical Systems (Paperback)

Each volume in the Notre Dame Series on Quantitative Methodology features leading methodologists and substantive experts who provide instruction on innovative techniques designed to enhance quantitative skills in a substantive area. This latest volume focuses on the methodological issues and analyses pertinent to understanding psychological data from a dynamical system perspective. Dynamical systems analysis (DSA) is increasingly used to demonstrate time-dependent variable change. It is used more and more to analyze a variety of psychological phenomena such as relationships, development and aging, emotional regulation, and perceptual processes. The book opens with the best occasions for using DSA methods. The final two chapters focus on the application of dynamical systems methods to problems in psychology such as substance use and gestural dynamics. In addition, it reviews how and when to use: Time series models from a discrete time perspective Stochastic differential equations in continuous time Estimating continuous time differential equation models Multilevel models of differential equations to estimate within-person dynamics and the corresponding population means New SEM models for dynamical systems data. Data Analytic Techniques for Dynamical Systems is beneficial to advanced students and researchers in the areas of developmental psychology, family studies, language processes, cognitive neuroscience, social and personality psychology, medicine, and emotion. Due to the books instructive nature, it serves as an excellent text for advanced courses on this particular technique.

General

Imprint:	Psychology Press
Country of origin:	United States
Series:	Notre Dame Series on Quantitative Methodology
Release date:	2007
First published:	2007
Editors:	Steven M. Boker • Michael J. Wenger
Dimensions:	229 x 152 x 15mm (L x W x T)
Format:	Paperback
Pages:	292
ISBN-13:	978-0-8058-5013-0
Categories:	Books > Social sciences > Psychology > Physiological & neuro-psychology Books > Science & Mathematics > Mathematics > Probability & statistics Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Differential equations Promotions
LSN:	0-8058-5013-9
Barcode:	9780805850130

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