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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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Bibliografiset tiedot
Julkaisussa:Appl Psychol Meas
Päätekijät: Bashkov, Bozhidar M., DeMars, Christine E.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: SAGE Publications 2017
Aiheet:
Linkit: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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