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Cover 1 Series page 2 Innovative Psychometric Modeling and Methods 4 Library of Congress Cataloging-in-Publication Data 5 CONTENTS 6 CHAPTER 1: Advances in Psychometric Methods for Uncovering Latent Structure and Cognitive Processes 8 CHAPTER 2: Improving Attribute Classification Accuracy in High Dimensional Data 24 CHAPTER 3: Intensive Binary Temporal-Spatio Data From an Eye-Tracking Technique 52 CHAPTER 4: Application of Network Analysis in Understanding Collaborative Problem-Solving Processes and Skills 76 CHAPTER 5: IRTree Modeling of Cognitive Processes Based on Outcome and Intermediate Data 98 CHAPTER 6: Prerequisite Structure Finding Using the Conjunctive Root Causes Model 112 CHAPTER 7: A Graphical and Generalized Linear Model Approach to Latent Variable Modeling 134 CHAPTER 8: Modeling Hint Requests, Response Times, and Response Accuracy in Adaptive Learning Systems 150 CHAPTER 9: Identifying Observable Outcomes in Game-Based Assessments 170 CHAPTER 10: A Regime-Switching (RS) Framework for Formulating Multi-Phase Linear and Nonlinear Growth Curve Models 200 ABOUT THE EDITORS 242
- Author
- Jiao, Hong; Lissitz, Robert W.;
- Language
- EN
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