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The Impact of Markov Chain Convergence on Estimation of Mixture IRT Model Parameters

A nonconverged Markov chain can potentially lead to invalid inferences about model parameters. The purpose of this study was to assess the effect of a nonconverged Markov chain on the estimation of parameters for mixture item response theory models using a Markov chain Monte Carlo algorithm. A simul...

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Publicat a:Educ Psychol Meas
Autors principals: Jang, Yoonsun, Cohen, Allan S.
Format: Artigo
Idioma:Inglês
Publicat: SAGE Publications 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7425330/
https://ncbi.nlm.nih.gov/pubmed/32855567
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0013164419898228
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