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An efficient MCMC-INLA algorithm for Bayesian inference of logistic graded response models

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This paper proposes a Bayesian MCMC-INLA algorithm specifically designed for both unidimensional and multidimensional logistic graded response models (LGRMs). The algorithm incorporates a computationally efficient data augmentation approach by introducing Pól... ...