Innovative Psychometric Modeling and Methods

ISBN-13: 9781648022227 / Angielski / Miękka / 2020 / 242 str.

Hong Jiao; Robert W. Lissitz

Spis treści

• Advances in Psychometric Methods for Uncovering Latent Structure and Cognitive Processes
• Improving Attribute Classification Accuracy in High Dimensional Data: A Four-Step Latent Regression Approach
• A Dynamic Generalized Mixed Effect Model for Intensive Binary Temporal-Spatio Data From an Eye-Tracking Technique
• Application of Network Analysis in Understanding Collaborative Problem Solving Processes and Skills
• IRTree Modeling of Cognitive Processes Based on Outcome and Intermediate Data
• Prerequisite Structure Finding Using the Conjunctive Root Causes Model
• A Graphical and Generalized Linear Model Approach to Latent Variable Modeling
• Modeling Hint Requests, Response Times, and Response Accuracy in Adaptive Learning Systems
• Identifying Observable Outcomes in Game-Based Assessments
• A Regime-Switching (RS) Framework for Formulating Multi-Phase Linear and Nonlinear Growth Curve Models
• About the Editors.