Austrian Journal of Statistics (Aug 2023)

Random Sieves and Generalized Leader-election Procedures

  • Congzao Dong,
  • Alexander Marynych,
  • Viacheslav Melnykov

DOI
https://doi.org/10.17713/ajs.v52iSI.1750
Journal volume & issue
Vol. 52, no. SI

Abstract

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A random sieve of the set of positive integers N is an infinite sequence of nested subsets N = S0 ⊃ S1 ⊃ S2 ⊃ · · · such that Sk is obtained from Sk−1 by removing elements of Sk−1 with the indices outside Rk and enumerating the remaining elements in the increasing order. Here R1 , R2 , . . . is a sequence of independent copies of an infinite random set R ⊂ N. We prove general limit theorems for Sn and related functionals, as n → ∞.