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A Tree Perspective on Stick-Breaking Models in Covariate-Dependent Mixtures (with Discussion)

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Stick-breaking (SB) processes are often adopted in Bayesian mixture models for generating mixing weights. When covariates influence the sizes of clusters, SB mixtures are particularly convenient as they can leverage their connection to binary regression to eas... ...