Journal of Applied Probability

Reversible Markov structures on divisible set partitions

Harry Crane and Peter McCullagh

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Abstract

We study k-divisible partition structures, which are families of random set partitions whose block sizes are divisible by an integer k = 1, 2,.... In this setting, exchangeability corresponds to the usual invariance under relabeling by arbitrary permutations; however, for k > 1, the ordinary deletion maps on partitions no longer preserve divisibility, and so a random deletion procedure is needed to obtain a partition structure. We describe explicit Chinese restaurant-type seating rules for generating families of exchangeable k-divisible partitions that are consistent under random deletion. We further introduce the notion of Markovian partition structures, which are ensembles of exchangeable Markov chains on k-divisible partitions that are consistent under a random process of Markovian deletion. The Markov chains we study are reversible and refine the class of Markov chains introduced in Crane (2011).

Article information

Source
J. Appl. Probab. Volume 52, Number 3 (2015), 622-635.

Dates
First available in Project Euclid: 22 October 2015

Permanent link to this document
https://projecteuclid.org/euclid.jap/1445543836

Digital Object Identifier
doi:10.1239/jap/1445543836

Mathematical Reviews number (MathSciNet)
MR3414981

Zentralblatt MATH identifier
1361.60010

Subjects
Primary: 60C05: Combinatorial probability 60J10: Markov chains (discrete-time Markov processes on discrete state spaces)
Secondary: 60B99: None of the above, but in this section

Keywords
Markovian partition structure exchangeable partition structure Ewens-Pitman partition Chinese restaurant process divisible partition group-divisible association scheme

Citation

Crane, Harry; McCullagh, Peter. Reversible Markov structures on divisible set partitions. J. Appl. Probab. 52 (2015), no. 3, 622--635. doi:10.1239/jap/1445543836. https://projecteuclid.org/euclid.jap/1445543836


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