New characterization of discrete distributions through weak records

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Abstract

Let X1,X2,... be a sequence of independent and identically distributed random variables taking on values 0, 1,... with a distribution function F such that F(n) < 1 for any n = 0, 1,... and EX1 log(1 + X1) < ∞. Let XL(n) be the nth weak record value and {Ak}k=0 be any sequence of positive numbers, such that Ak+1 > Ak - 1. This paper shows that if there exists an F(x), with E{XL(n+2) - XL(n) = s} = As for some n > 0 and all s ≧ 0, then F(x) is unique.

Original languageEnglish (US)
Pages (from-to)756-761
Number of pages6
JournalTheory of Probability and its Applications
Volume44
Issue number4
DOIs
StatePublished - Dec 1999
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

Keywords

  • Characterization of discrete distributions
  • Records
  • Weak records

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