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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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Bibliografische gegevens
Gepubliceerd in:Int Sch Res Notices
Hoofdauteurs: Sheng, Yanyan, Welling, William S., Zhu, Michelle M.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Hindawi Publishing Corporation 2014
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Online toegang: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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