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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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Detalhes bibliográficos
Publicado no:Appl Psychol Meas
Main Authors: Bashkov, Bozhidar M., DeMars, Christine E.
Formato: Artigo
Idioma:Inglês
Publicado em: SAGE Publications 2017
Assuntos:
Acesso em linha: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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