Item Parameter Recovery: Sensitivity to Prior Distribution

Marginal maximum likelihood, a common estimation method for item response theory models, is not inherently a Bayesian procedure. However, due to estimation difficulties, Bayesian priors are often applied to the likelihood when estimating 3PL models, especially with small samples. Little focus has be...

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Veröffentlicht in:Educational and psychological measurement 2024-08, Vol.84 (4), p.691-715
Hauptverfasser: DeMars, Christine E., Satkus, Paulius
Format: Artikel
Sprache:eng
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