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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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Publicat a:Appl Psychol Meas
Autors principals: Bashkov, Bozhidar M., DeMars, Christine E.
Format: Artigo
Idioma:Inglês
Publicat: SAGE Publications 2017
Matèries:
Accés en línia: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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