Innovative Psychometric Modeling and Methods (h. Jiao, Lissitz<|

Innovative Psychometric Modeling and MethodsAuthor(s): Hong Jiao, Robert W. Lissitz\nFormat: Hardback\nPublisher: Emerald Publishing Inc, United States\nImprint: Information Age Publishing\nISBN-13: 9781648022234, 978-1648022234\nSynopsis\nThe 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.\n\nChapters 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 netw.