Robustness of Parameter Estimation to Assumptions of Normality in the Multidimensional Graded Response Model

作者: Chun Wang , Shiyang Su , David J. Weiss

DOI: 10.1080/00273171.2018.1455572

关键词: Maximum likelihoodMathematicsApplied mathematicsItem response theoryNormalityRobustness (economics)Response modelDistribution (mathematics)Latent traitEstimation theory

摘要: … Although previous studies have focused primarily on unidimensional IRT models, this study … IRT model for polytomous responses, namely the multidimensional graded response model. …

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