Comparison between pystan and numpyro in Bayesian item response theory: evaluation of agreement of estimated latent parameters and sampling performance

PURPOSE: The purpose of this study is to compare two libraries dedicated to the Markov chain Monte Carlo method: pystan and numpyro. In the comparison, we mainly focused on the agreement of estimated latent parameters and the performance of sampling using the Markov chain Monte Carlo method in Bayes...

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Detalles Bibliográficos
Autores principales: Nishio, Mizuho, Ota, Eiji, Matsuo, Hidetoshi, Matsunaga, Takaaki, Miyazaki, Aki, Murakami, Takamichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Bioinformatics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588711/
https://www.ncbi.nlm.nih.gov/pubmed/37869462
http://dx.doi.org/10.7717/peerj-cs.1620

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588711/
https://www.ncbi.nlm.nih.gov/pubmed/37869462
http://dx.doi.org/10.7717/peerj-cs.1620

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