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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science (Elements in Research Methods for Developmental Science) - Hardcover
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A practical guide to psychological network analysis and Directed Acyclic Graphs in developmental and educational research using R.
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science (Elements in Research Methods for Developmental Science)
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science (Hardcover)
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Cambridge University Press, Cambridge, 2026
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Hardcover. Zustand: new. Hardcover. 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. Psychological Network Analysis (PNA) has emerged as a tool for understanding the complex interplay of constructs in developmental and educational sciences. It conceptualizes them as dynamic systems of interacting components. This Element introduces PNA's theoretical foundations, key concepts and its methodological applications. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Bestandsnummer des Verkäufers 9781009645904
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science (Elements in Research Methods for Developmental Science)
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science (Elements in Research Methods for Developmental Science)
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science (Elements in Research Methods for Developmental Science)
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science (Elements in Research Methods for Developmental Science)
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science (Hardcover)
Verlag:
Cambridge University Press, Cambridge, 2026
ISBN 10: 1009645900
ISBN 13: 9781009645904
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Hardcover. Zustand: new. Hardcover. 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. Psychological Network Analysis (PNA) has emerged as a tool for understanding the complex interplay of constructs in developmental and educational sciences. It conceptualizes them as dynamic systems of interacting components. This Element introduces PNA's theoretical foundations, key concepts and its methodological applications. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Bestandsnummer des Verkäufers 9781009645904
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science
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Hardcover. Zustand: Brand New. 1st edition. 75 pages. 6.00x0.25x9.00 inches. In Stock. Bestandsnummer des Verkäufers x-1009645900
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science (Hardcover)
Verlag:
Cambridge University Press, Cambridge, 2026
ISBN 10: 1009645900
ISBN 13: 9781009645904
Neu
Hardcover
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Hardcover. Zustand: new. Hardcover. 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. Psychological Network Analysis (PNA) has emerged as a tool for understanding the complex interplay of constructs in developmental and educational sciences. It conceptualizes them as dynamic systems of interacting components. This Element introduces PNA's theoretical foundations, key concepts and its methodological applications. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Bestandsnummer des Verkäufers 9781009645904
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Psychological Network Analyses and Directed Acyclic Graphs Tutorial for Developmental and Educational Science
Verlag:
Cambridge University Press Jun 2026, 2026
ISBN 10: 1009645900
ISBN 13: 9781009645904
Neu
Hardcover
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Buch. Zustand: Neu. Neuware - 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. Bestandsnummer des Verkäufers 9781009645904
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