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Bayesian Estimation of the DINA Model With Pólya-Gamma Gibbs Sampling

With the increasing demanding for precision of test feedback, cognitive diagnosis models have attracted more and more attention to fine classify students whether has mastered some skills. The purpose of this paper is to propose a highly effective Pólya-Gamma Gibbs sampling algorithm (Polson et al.,...

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Publicat a:Front Psychol
Autors principals: Zhang, Zhaoyuan, Zhang, Jiwei, Lu, Jing, Tao, Jian
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7076190/
https://ncbi.nlm.nih.gov/pubmed/32210894
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpsyg.2020.00384
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