Simultaneous multifactor DIF analysis and detection in item response theory

DOI10.1016/j.csda.2012.10.011zbMath1400.62005OpenAlexW2065447769WikidataQ105583604 ScholiaQ105583604MaRDI QIDQ1621215

Dani Gamerman, T. M. Soares, Flávio B. Gonçalves

Publication date: 8 November 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2012.10.011

zbMATH Keywords

Bayesian analysisitem response theoryMCMCmultifactordifferential item functioningeducational assessment

Mathematics Subject Classification ID

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

Related Items (5)

TPRM: tensor partition regression models with applications in imaging biomarker detection ⋮ Robust Bayesian model selection for heavy-tailed linear regression using finite mixtures ⋮ Bayesian item response model: a generalized approach for the abilities' distribution using mixtures ⋮ Bayesian inference for zero-and/or-one augmented beta rectangular regression models ⋮ Detection of differential item functioning in Rasch models by boosting techniques

Uses Software

• WinBUGS

Cites Work

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• Bayesian estimation of a multilevel IRT model using Gibbs sampling
• MCMC estimation and some model-fit analysis of multidimensional IRT models
• A note on reference priors for the scalar skew-normal distribution
• Multivariate Student-t regression models: Pitfalls and inference
• Bayesian Measures of Model Complexity and Fit

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