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A Gibbs sampler for estimating the graded item response model with likert-scale data via the Pólya-Gamma distribution: a calculationally efficient data-augmentation scheme - MaRDI portal

A Gibbs sampler for estimating the graded item response model with likert-scale data via the Pólya-Gamma distribution: a calculationally efficient data-augmentation scheme (Q2116989)

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scientific article; zbMATH DE number 7493270
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English
A Gibbs sampler for estimating the graded item response model with likert-scale data via the Pólya-Gamma distribution: a calculationally efficient data-augmentation scheme
scientific article; zbMATH DE number 7493270

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    A Gibbs sampler for estimating the graded item response model with likert-scale data via the Pólya-Gamma distribution: a calculationally efficient data-augmentation scheme (English)
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    18 March 2022
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    auxiliary variables
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    Bayesian estimation methods
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    graded response model
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    item response theory
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    Pólya-gamma Gibbs sampling algorithm
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