Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science(English, Paperback, Tang Xin) Offer

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  • Language: English
  • Binding: Paperback
  • Publisher: Cambridge University Press
  • Genre: Reference
  • ISBN: 9781009645881
  • Pages: 75
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science Specifications

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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science Features & Specifications stand apart in the GTK : Cognitive studies category. The details about Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science(English, Paperback, Tang Xin) are given below as well. Unboxing Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science specs Language: English, Binding: Paperback, Publisher: Cambridge University Press, Genre: Reference, ISBN: 9781009645881, Pages: 75, & more details are given below

Psychological network analysis (PNA) has emerged as a powerful tool for understanding the complex interplay of constructs in developmental and educational sciences. Unlike traditional models that assume relationships among variables arise from latent factors, PNA conceptualizes them as dynamic systems of interacting components. This tutorial introduces PNA's theoretical foundations, key concepts (e.g., nodes, edges, network structures), and its methodological applications using cross-sectional, longitudinal, intensive, and cohort data. Through step-by-step guidance and real-world examples, we illustrate how PNA can capture developmental changes, reveal causal structures using directed acyclic graphs, and support developmental and educational research. Special emphasis is given to practical implementation using R, including network estimation, accuracy testing, and visualization. By equipping researchers with the necessary tools to construct and interpret psychological networks, this Element provides a comprehensive framework for leveraging PNA to explore the multifaceted relationships shaping learning, motivation, and social-emotional development.

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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science Specs

Book Details

Title Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science
Imprint Cambridge University Press
Product Form Paperback
Publisher Cambridge University Press
Genre Reference
ISBN13 9781009645881
Book Category Reference Books
BISAC Subject Heading REF020000
Book Subcategory Reference Books
Language English

Dimensions

Weight 163 gr

Books Info

Language English
Binding Paperback
Pages 75
Publisher Cambridge University Press
Year 0
Author Tang Xin 

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