English

Bayesian nonparametric analysis for a species sampling model with finitely many types

Probability 2010-01-05 v1 Statistics Theory Statistics Theory

Abstract

We derive explicit Bayesian nonparametric analysis for a species sampling model with finitely many types of Gibbs form of type α=1\alpha= -1 recently introduced in Gnedin (2009). Our results complement existing analysis under Gibbs priors of type α[0,1)\alpha \in [0, 1) proposed in Lijoi et al. (2008). Calculations rely on a groups sequential construction of Gibbs partitions introduced in Cerquetti (2008).

Keywords

Cite

@article{arxiv.1001.0245,
  title  = {Bayesian nonparametric analysis for a species sampling model with finitely many types},
  author = {Annalisa Cerquetti},
  journal= {arXiv preprint arXiv:1001.0245},
  year   = {2010}
}

Comments

10 pages

R2 v1 2026-06-21T14:30:06.584Z