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A GPU-Based Gibbs Sampler for a Unidimensional IRT Model

Item response theory (IRT) is a popular approach used for addressing large-scale statistical problems in psychometrics as well as in other fields. The fully Bayesian approach for estimating IRT models is usually memory and computationally expensive due to the large number of iterations. This limits...

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Detalhes bibliográficos
Publicado no:Int Sch Res Notices
Main Authors: Sheng, Yanyan, Welling, William S., Zhu, Michelle M.
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4897498/
https://ncbi.nlm.nih.gov/pubmed/27355058
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/368149
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