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Bayesian Modeling of Local Item Dependence in IRT Testlet Data Using Antedependence Models

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Journal of Educational and Behavioral Statistics

Published online on

Abstract

Journal of Educational and Behavioral Statistics, Ahead of Print.
In educational assessments, testlet-based designs are widely used but often violate the local independence assumption of item response theory (IRT). This work proposes a flexible Bayesian approach for modeling local item dependence (LID) in testlet data, ...