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Examining the Performance of the Metropolis–Hastings Robbins–Monro Algorithm in the Estimation of Multilevel Multidimensional IRT Models

The purpose of this study was to examine the performance of the Metropolis–Hastings Robbins–Monro (MH-RM) algorithm in the estimation of multilevel multidimensional item response theory (ML-MIRT) models. The accuracy and efficiency of MH-RM in recovering item parameters, latent variances and covaria...

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Detalles Bibliográficos
Publicado en:Appl Psychol Meas
Main Authors: Bashkov, Bozhidar M., DeMars, Christine E.
Formato: Artigo
Idioma:Inglês
Publicado: SAGE Publications 2017
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5978673/
https://ncbi.nlm.nih.gov/pubmed/29881095
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0146621616688923
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