Generalized Bayesian Method for Diagnostic Classification Models

Abstract excerpt

<p>This study extends the loss function-based parameter estimation method for diagnostic classification models proposed by C. Ma, de la Torre, et al. (2023, Psychometrika) to consider prior knowledge and uncertainty of sampling. To this end, we integrate the loss function-based estimation method with the generalized Bayesian method. We establish the consistency of attribute mastery patterns of the proposed general...

Topics

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• Cluster Analysis
• Clustering Algorithms
• Hearing Loss, Sensorineural
• Phenotype
• Reproducibility of Results
• Unsupervised Machine Learning

Identifiers and source

Literature Corpus work

f2437ef9-2ad7-5e58-9bc2-8be1dcef75a7

DOI

10.31234/osf.io/7pnv8_v3