Bayesian estimation of multidimensional polytomous item response theory models with Q-matrices using Stan

DOI10.1080/03610918.2021.1977951OpenAlexW3201071958MaRDI QIDQ6181869

Jorge Luis Bazán, Marcelo A. da Silva, Anne Corinne Huggins-Manley, Unnamed Author

Publication date: 23 January 2024

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2021.1977951

zbMATH Keywords

Bayesian estimationQ-matrixgraded response modelmultidimensional item response theorygeneralized partial credit modelStan

Mathematics Subject Classification ID

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

Cites Work

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• Parameter recovery for a skew-normal IRT model under a Bayesian approach: hierarchical framework, prior and kernel sensitivity and sample size
• Sensitivity analysis and choosing between alternative polytomous IRT models using Bayesian model comparison criteria
• Equation of State Calculations by Fast Computing Machines
• Monte Carlo sampling methods using Markov chains and their applications
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