English

A consistent Markov partition process generated from the paintbox process

Probability 2011-07-14 v1 Statistics Theory Statistics Theory

Abstract

We study a family of Markov processes on P(k)\mathcal{P}^{(k)}, the space of partitions of the natural numbers with at most kk blocks. The process can be constructed from a Poisson point process on R+×i=1kP(k)\mathbb{R}^+\times\prod_{i=1}^k\mathcal{P}^{(k)} with intensity dtϱν(k)dt\otimes\varrho_{\nu}^{(k)}, where ϱν\varrho_{\nu} is the distribution of the paintbox based on the probability measure ν\nu on \masspartition\masspartition, the set of ranked-mass partitions of 1, and ϱν(k)\varrho_{\nu}^{(k)} is the product measure on i=1kP(k)\prod_{i=1}^k\mathcal{P}^{(k)}. We show that these processes possess a unique stationary measure, and we discuss a particular set of reversible processes for which transition probabilities can be written down explicitly.

Keywords

Cite

@article{arxiv.1107.2413,
  title  = {A consistent Markov partition process generated from the paintbox process},
  author = {Harry Crane},
  journal= {arXiv preprint arXiv:1107.2413},
  year   = {2011}
}

Comments

20 pages; J. Appl. Probab. 2011, 48 (3)

R2 v1 2026-06-21T18:35:50.164Z