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Chaoticity for multiclass systems and exchangeability within classes

Research output: Contribution to journalArticlepeer-review

Abstract

Classical results for exchangeable systems of random variables are extended to multiclass systems satisfying a natural partial exchangeability assumption. It is proved that the conditional law of a finite multiclass system, given the value of the vector of the empirical measures of its classes, corresponds to independent uniform orderings of the samples within each class, and that a family of such systems converges in law if and only if the corresponding empirical measure vectors converge in law. As a corollary, convergence within each class to an infinite independent and identically distributed system implies asymptotic independence between different classes. A result implying the Hewitt-Savage 0-1 law is also extended.

Original languageEnglish
Pages (from-to)1196-1203
Number of pages8
JournalJournal of Applied Probability
Volume45
Issue number4
DOIs
Publication statusPublished - 1 Dec 2008

Keywords

  • Chaoticity
  • Convergence of empirical measures
  • De Finetti's theorem
  • Directing measure
  • Hewitt-Savage 0-1 law
  • Interacting particle system
  • Mixtures
  • Multiclass
  • Multispecies
  • Multitype
  • Partial exchangeability

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