Innovative Psychometric Modeling and Methods

Idioma: inglés

Editorial: Emerald Publishing Inc, US, 2020

1648022235 / 9781648022234

Serie: Libro 7 de 7 - The MARCES Book

Librería: Rarewaves USA, HEBRON, KY, Estados Unidos de AmericaRarewaves USA

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Vendedor de AbeBooks desde el 10 de junio de 2025

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Descripción del artículo del vendedor

The general theme of this book is to present innovative psychometric modeling and methods. In particular, this book includes research and successful examples of modeling techniques for new data sources from digital assessments, such as eye-tracking data, hint uses, and process data from game-based assessments. In addition, innovative psychometric modeling approaches, such as graphical models, item tree models, network analysis, and cognitive diagnostic models, are included.Chapters 1, 2, 4 and 6 are about psychometric models and methods for learning analytics. The first two chapters focus on advanced cognitive diagnostic models for tracking learning and the improvement of attribute classification accuracy. Chapter 4 demonstrates the use of network analysis for learning analytics. Chapter 6 introduces the conjunctive root causes model for the understanding of prerequisite skills in learning. Chapters 3, 5, 8, 9 are about innovative psychometric techniques to model process data. Specifically, Chapters 3 and 5 illustrate the usage of generalized linear mixed effect models and item tree models to analyze eye-tracking data. Chapter 8 discusses the modeling approach of hint uses and response accuracy in learning environment. Chapter 9 demonstrates the identification of observable outcomes in the game-based assessments. Chapters 7 and 10 introduce innovative latent variable modeling approaches, including the graphical and generalized linear model approach and the dynamic modeling approach.In summary, the book includes theoretical, methodological, and applied research and practices that serve as the foundation for future development. These chapters provide illustrations of efforts to model and analyze multiple data sources from digital assessments. When computer-based assessments are emerging and evolving, it is important that researchers can expand and improve the methods for modeling and analyzing new data sources. This book provides a useful resource to researchers who are interested in the development of psychometric methods to solve issues in this digital assessment age. …

N° de ref. del artículo LU-9781648022234

Título
Innovative Psychometric Modeling and Methods
Autor
Hong Jiao
Editorial
Emerald Publishing Inc, US
Año de publicación
2020
Estado
New
Encuadernación
Hardback
Idioma
inglés
ISBN 10
1648022235
ISBN 13
9781648022234
Peso del artículo
518 gramos
Serie
Libro 7 de 7: The MARCES Book

Rarewaves USA

HEBRON, KY, Estados Unidos de America

Vendedor de 5 estrellas

Vendedor de AbeBooks desde el 10 de junio de 2025

Tarifas de envío en Estados Unidos de America

ArtículoDe 10 a 13 días hábilesDe 10 a 13 días hábiles
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Rarewaves USA

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