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On the topological support of species sampling priors
2014
Electronic Journal of Statistics
In Bayesian nonparametric statistics, it is crucial that the support of the prior is very large. Here, we consider species sampling priors. Such priors are widely used within mixture models and it has been shown in the literature that a large support for the mixing prior is essential to ensure the consistency of the posterior. In this paper, simple conditions are given that are necessary and sufficient for the support of a species sampling prior to be full. In particular, for proper species
doi:10.1214/14-ejs912
fatcat:m5hedtasobbeldyljiv36bcmqi