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  • 标题:On the stick-breaking representation of $\sigma$-stable Poisson-Kingman models
  • 本地全文:下载
  • 作者:Stefano Favaro ; Maria Lomeli ; Bernardo Nipoti
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2014
  • 卷号:8
  • 期号:1
  • 页码:1063-1085
  • DOI:10.1214/14-EJS921
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:In this paper we investigate the stick-breaking representation for the class of $\sigma$-stable Poisson-Kingman models, also known as Gibbs-type random probability measures. This class includes as special cases most of the discrete priors commonly used in Bayesian nonparametrics, such as the two parameter Poisson-Dirichlet process and the normalized generalized Gamma process. Under the assumption $\sigma=u/v$, for any coprime integers $1\leq u
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