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A consistent Markov partition process generated from the paintbox process

Published 12 Jul 2011 in math.PR, math.ST, and stat.TH | (1107.2413v1)

Abstract: We study a family of Markov processes on $\mathcal{P}{(k)}$, the space of partitions of the natural numbers with at most $k$ blocks. The process can be constructed from a Poisson point process on $\mathbb{R}+\times\prod_{i=1}k\mathcal{P}{(k)}$ with intensity $dt\otimes\varrho_{\nu}{(k)}$, where $\varrho_{\nu}$ is the distribution of the paintbox based on the probability measure $\nu$ on $\masspartition$, the set of ranked-mass partitions of 1, and $\varrho_{\nu}{(k)}$ is the product measure on $\prod_{i=1}k\mathcal{P}{(k)}$. 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.

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