An Application of Exploratory Data Analysis in the Development of Game-Based Assessments GBA KSA CTT

Author(s):: DiCerbo, Kristen; Bertling, Maria; Stephenson, Shonte; Jia, Yue; Mislevy, Robert J.; Bauer, Malcolm I.; Jackson, Tanner
Publication Year:: 2015
Source:: Loh, Christian Sebastian; Sheng, Yanyan; Ifenthaler, Dirk (eds.) Serious Games Analytics: Methodologies for Performance Measurement, Assessment and Improvement. Switzerland: Springer International Publishing, 2015, p319-342
Document Type:: Chapter
Page Count:: 24
Subject/Key Words:: Exploratory Data Analysis, Game-Based Assessment (GBA), Evidence Model, Visualization, Residuals, Bayesian Networks, Knowledge Skills and Abilities (KSA), Classical Test Theory (CTT), Psychometric Models

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