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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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Detalles Bibliográficos
Autores principales: Sheng, Yanyan, Welling, William S., Zhu, Michelle M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4897498/
https://www.ncbi.nlm.nih.gov/pubmed/27355058
http://dx.doi.org/10.1155/2014/368149