Parameter-expanded data augmentation for analyzing multinomial probit models
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The multinomial probit model has been a prominent tool to analyze nominal categorical data, but the computational complexity of maximum likelihood functions presents challenges in the usage of this model. Furthermore, the model identification is extremely tenu... ...