Innovative Psychometric Modeling and Methods, Paperback by Jiao, Hong (EDT); ...

by Jiao, Hong (EDT); Lissitz, Robert W. (EDT)

$62 · Offered by eBay

Innovative Psychometric Modeling and Methods, Paperback by Jiao, Hong (EDT); Lissitz, Robert W. (EDT), ISBN 1648022227, ISBN-13 9781648022227, Like New Used, Free shipping in the US 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 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 ass

• ISBN: 9781648022227
• Condition: Fine

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