{"product_id":"data-analytic-techniques-for-dynamical-systems-9780805850130","title":"Data Analytic Techniques for Dynamical Systems","description":"\u003cp\u003e • Author(s): Steven M. Boker | Michael J. Wenger\u003cbr\u003e • Publisher: Psychology Press\u003cbr\u003e • Publisher Imprint: Psychology Press\u003cbr\u003e • BISAC: Statistics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eEach 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. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eThe 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: \u003cul\u003e \u003cli\u003etime series models from a discrete time perspective\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003estochastic differential equations in continuous time\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eestimating continuous time differential equation models\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003emultilevel models of differential equations to estimate within-person dynamics and the corresponding population means\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003enew SEM models for dynamical systems data\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eData 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.\u003c\/p\u003e","brand":"Psychology Press","offers":[{"title":"Paperback","offer_id":46930583322775,"sku":"9780805850130","price":3909.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780805850130.webp?v=1771607804","url":"https:\/\/atlanticbooks.com\/products\/data-analytic-techniques-for-dynamical-systems-9780805850130","provider":"Atlantic Books","version":"1.0","type":"link"}