Bayesian estimation of multidimensional polytomous item response theory models with Q-matrices using Stan-Reference-Cited by-同舟云学术

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

Published:2021-09-16 Issue: Volume: Page:1-17
ISSN:0361-0918
Container-title:Communications in Statistics - Simulation and Computation
language:en
Short-container-title:Communications in Statistics - Simulation and Computation

Author:

da Silva Marcelo A.¹^ORCID,Liu Ren²^ORCID,Huggins-Manley Anne Corinne³^ORCID,Bazán Jorge L.⁴^ORCID

Affiliation:

1. Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo, Piracicaba, Brazil

2. School of Social Sciences, Humanities and Arts, University of California, Merced, CA, USA

3. College of Education, University of Florida, Gainesville, FL, USA

4. Institute of Mathematics and Computer Sciences, University of São Paulo, São Carlos, Brazil

Funder

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brasil

Brazilian agency FAPESP

FAPESP

Publisher

Informa UK Limited

Subject

Modeling and Simulation,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/03610918.2021.1977951

Reference35 articles.

1. A rating formulation for ordered response categories

2. Parameter recovery for a skew-normal IRT model under a Bayesian approach: hierarchical framework, prior and kernel sensitivity and sample size

3. MCMC estimation and some model-fit analysis of multidimensional IRT models

4. Estimating item parameters and latent ability when responses are scored in two or more nominal categories

5. Metropolis-Hastings Robbins-Monro Algorithm for Confirmatory Item Factor Analysis

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1. Analysis of Contradictory Dispute Case Prediction Based on Bayesian Theory;2024 5th International Conference on Computer Engineering and Application (ICCEA);2024-04-12

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