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Bayesian Prior Choice in IRT Estimation Using MCMC and Variational Bayes
This study investigated the impact of three prior distributions: matched, standard vague, and hierarchical in Bayesian estimation parameter recovery in two and one parameter models. Two Bayesian estimation methods were utilized: Markov chain Monte Carlo (MCMC) and the relatively new, Variational Bay...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2016
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5037236/ https://www.ncbi.nlm.nih.gov/pubmed/27729878 http://dx.doi.org/10.3389/fpsyg.2016.01422 |