Multicolour Poisson matching

Gideon Amir, Omer Angel, Alexander E. Holroyd

Research output: Contribution to journalArticlepeer-review

Abstract

Consider several independent Poisson point processes on Rd, each with a different colour and perhaps a different intensity, and suppose we are given a set of allowed family types, each of which is a multiset of colours such as red-blue or red-red-green. We study translation-invariant schemes for partitioning the points into families of allowed types. This generalizes the 1-colour and 2-colour matching schemes studied previously (where the sets of allowed family types are the singletons {red-red} and {red-blue} respectively). We characterize when such a scheme exists, as well as the optimal tail behaviour of a typical family diameter. The latter has two different regimes that are analogous to the 1-colour and 2-colour cases, and correspond to the intensity vector lying in the interior and boundary of the existence region respectively. We also address the effect of requiring the partition to be a deterministic function (i.e. a factor) of the points. Here we find the optimal tail behaviour in dimension 1. There is a further separation into two regimes, governed by algebraic properties of the allowed family types.

Original languageEnglish
Pages (from-to)1811-1833
Number of pages23
JournalAnnales de l'institut Henri Poincare (B) Probability and Statistics
Volume57
Issue number4
DOIs
StatePublished - Nov 2021

Keywords

  • Factor map
  • Invariant matching
  • Invariant partition
  • Point process
  • Poisson process

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

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