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Bayesian estimation of multidimensional item response theory model using gibbs sampling

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Publication:4550615
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DOI10.1080/03610920008832552zbMath1110.62315OpenAlexW2108467370MaRDI QIDQ4550615

Beiyao Zheng

Publication date: 26 August 2002

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610920008832552


zbMATH Keywords

sleep questionnaire


Mathematics Subject Classification ID

Bayesian inference (62F15) Applications of statistics to psychology (62P15)


Related Items (1)

Prior Distributions for Item Parameters in IRT Models


Uses Software

  • BUGS
  • NOHARM


Cites Work

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  • Unnamed Item
  • Unnamed Item
  • Bayesian estimation of item response curves
  • Bayesian estimation in the three-parameter logistic model
  • Factor analysis of dichotomized variables
  • An estimating equations approach for the LISCOMP model
  • Inference from iterative simulation using multiple sequences
  • Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
  • Adaptive Rejection Sampling for Gibbs Sampling


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