Statistical Applications to Cognitive Diagnostic Testing
Posted: 15 Mar 2023
Date Written: March 2023
Abstract
Diagnostic classification tests are designed to assess examinees’ discrete mastery status on a set of skills or attributes. Such tests have gained increasing attention in educational and psychological measurement. We review diagnostic classification models and their applications to testing and learning, discuss their statistical and machine learning connections and related challenges, and introduce some contemporary and future extensions.
Suggested Citation: Suggested Citation
Zhang, Susu and Liu, Jingchen and Ying, Zhiliang, Statistical Applications to Cognitive Diagnostic Testing (March 2023). Annual Review of Statistics and Its Application, Vol. 10, Issue 1, pp. 651-675, 2023, Available at SSRN: https://ssrn.com/abstract=4384797 or http://dx.doi.org/10.1146/annurev-statistics-033021-111803
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