Bayesian Prior Choice in IRT Estimation Using MCMC and Variational Bayes

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This study investigates the impact of three prior distributions: matched, standard vague, and hierarchical in Bayesian estimation parameter recovery in two and one parameter models.

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11 p.

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Natesan, Prathiba; Nandakumar, Ratna; Minka, Tom & Rubright, Jonathan D. September 27, 2016.

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This study investigates the impact of three prior distributions: matched, standard vague, and hierarchical in Bayesian estimation parameter recovery in two and one parameter models.

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11 p.

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  • Frontiers in Psychology, 7(1422), Frontiers Research Foundation, September 27, 2016, pp. 1-11

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  • Publication Title: Frontiers in Psychology
  • Volume: 7
  • Article Identifier: 1422
  • Peer Reviewed: Yes

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  • September 27, 2016

Added to The UNT Digital Library

  • Nov. 2, 2016, 9:20 a.m.

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  • Dec. 1, 2023, 12:44 p.m.

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Natesan, Prathiba; Nandakumar, Ratna; Minka, Tom & Rubright, Jonathan D. Bayesian Prior Choice in IRT Estimation Using MCMC and Variational Bayes, article, September 27, 2016; Lusanne, Switzerland. (https://digital.library.unt.edu/ark:/67531/metadc919606/: accessed May 26, 2024), University of North Texas Libraries, UNT Digital Library, https://digital.library.unt.edu; crediting UNT College of Education.

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