Abstract
In this paper, we introduce a Bayesian Bridge regression for ordinal data. The simulation study and real data analyses show that our proposed method performs very well compared with other methods. We consider a fully Bayesian approach that yields a new algorithm with tractable full conditional posteriors.
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