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We propose a nonparametric Bayesian model for the clustering of proportional data. Our model is based on an infinite mixture of Beta-Liouville distributions and allows a compact description of complex data. The choice of the Beta-Liouville as the basis of our model is justified by the fact that it has been shown to be a good alternative to the Dirichlet and generalized Dirichlet distributions for...
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