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arxiv: math/0703552 · v1 · submitted 2007-03-19 · 🧮 math.PR

A note on Bayesian nonparametric priors derived from exponentially tilted Poisson-Kingman models

classification 🧮 math.PR
keywords bayesiandistributionmodelspitmanpoisson-kingmanpriorsresultsalfa-stable
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We derive the class of normalized generalized Gamma processes from Poisson-Kingman models (Pitman, 2003) with tempered alfa-stable mixing distribution. Relying on this construction it can be shown that in Bayesian nonparametrics, results on quantities of statistical interest under those priors, like the analogous of the Blackwell-MacQueen prediction rules or the distribution of the number of distinct elements observed in a sample, arise as immediate consequences of Pitman's results.

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