Innovative Psychometric Modeling and Methods

Lingua: inglese

Editore: Emerald Publishing Inc, US, 2020

1648022235 / 9781648022234

Serie: Libro 7 di 7 - The MARCES Book

Da: Rarewaves USA United, HEBRON, KY, U.S.A.Rarewaves USA United

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Venditore AbeBooks dal 20 giugno 2025

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Descrizione dell’articolo da parte del venditore

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. …

Codice articolo LU-9781648022234

Titolo
Innovative Psychometric Modeling and Methods
Autore
Hong Jiao
Editore
Emerald Publishing Inc, US
Anno di pubblicazione
2020
Condizione
New
Rilegatura
Hardback
Lingua
inglese
ISBN 10
1648022235
ISBN 13
9781648022234
Peso dell'articolo
518 grammi
Serie
Libro 7 di 7: The MARCES Book

Rarewaves USA United

HEBRON, KY, U.S.A.

Venditore con 5 stelle

Venditore AbeBooks dal 20 giugno 2025

Tariffe di spedizione nazionale per U.S.A.

ArticoloDa 30 a 30 giorni lavorativiDa 14 a 14 giorni lavorativi
Primo articoloEUR 44,63EUR 59,81
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