English

Gibbs fragmentation trees

Probability 2008-11-14 v2 Statistics Theory Statistics Theory

Abstract

We study fragmentation trees of Gibbs type. In the binary case, we identify the most general Gibbs-type fragmentation tree with Aldous' beta-splitting model, which has an extended parameter range β>2\beta>-2 with respect to the beta(β+1,β+1){\rm beta}(\beta+1,\beta+1) probability distributions on which it is based. In the multifurcating case, we show that Gibbs fragmentation trees are associated with the two-parameter Poisson--Dirichlet models for exchangeable random partitions of N\mathbb {N}, with an extended parameter range 0α10\le\alpha\le1, θ2α\theta\ge-2\alpha and α<0\alpha<0, θ=mα\theta =-m\alpha, mNm\in \mathbb {N}.

Keywords

Cite

@article{arxiv.0704.0945,
  title  = {Gibbs fragmentation trees},
  author = {Peter McCullagh and Jim Pitman and Matthias Winkel},
  journal= {arXiv preprint arXiv:0704.0945},
  year   = {2008}
}

Comments

Published in at http://dx.doi.org/10.3150/08-BEJ134 the Bernoulli (http://isi.cbs.nl/bernoulli/) by the International Statistical Institute/Bernoulli Society (http://isi.cbs.nl/BS/bshome.htm)