Data Analytic Techniques for Dynamical Systems - Brossura

Libro 4 di 4: Notre Dame Series on Quantitative Methodology
 
9780805850130: Data Analytic Techniques for Dynamical Systems
Brossura
ISBN 10: 0805850139 ISBN 13: 9780805850130
Casa editrice: Routledge, 2007

Sinossi

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 book’s instructive nature, it serves as an excellent text for advanced courses on this particular technique.

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Informazioni sull'autore

Steven M Boker, Michael J. Wenger

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Editore
Routledge
Data di pubblicazione
2007
Lingua
Inglese
ISBN 10 
0805850139
ISBN 13 
9780805850130
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
292
Redattore
Boker Steven M
Contatto del produttore
non disponibile
Persona responsabile
Yeepin GmbH
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Kaiserslautern
Rheinland-Pfalz
67655
Germania

Altre edizioni note dello stesso titolo

9780805850123: Data Analytic Techniques for Dynamical Systems

Edizione in evidenza

ISBN 10:  0805850120 ISBN 13:  9780805850123
Casa editrice: Psychology Press, 2007
Rilegato