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Generalized Species Sampling Priors with Latent Beta reinforcements
Statistics Theory (math.ST) Learning (cs.LG) Methodology (stat.ME)
2010/12/17
Many popular Bayesian Nonparametric priors can be characterized in terms of exchangeable species sampling sequences. One example is the Dirichlet Process prior, that has been increasingly used for mod...
Bayesian nonparametric analysis for a species sampling model with finitely many types
Bayesian nonparametric analysis species sampling model finitely many types
2010/3/9
We derive explicit Bayesian nonparametric analysis for a species sampling model with
finitely many types of Gibbs form of type = −1 recently introduced in Gnedin (2009).
Our results compleme...