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On the concept of B-statistical uniform integrability of weighted sums of random variables and the law of large numbers with mean convergence in the statistical sense

Author

Listed:
  • Manuel Ordóñez Cabrera

    (University of Sevilla)

  • Andrew Rosalsky

    (University of Florida)

  • Mehmet Ünver

    (Ankara University)

  • Andrei Volodin

    (University of Regina)

Abstract

In this correspondence, for a nonnegative regular summability matrix B and an array $$\left\{ a_{nk}\right\} $$ a nk of real numbers, the concept of B-statistical uniform integrability of a sequence of random variables $$\left\{ X_{k}\right\} $$ X k with respect to $$\left\{ a_{nk}\right\} $$ a nk is introduced. This concept is more general and weaker than the concept of $$\left\{ X_{k}\right\} $$ X k being uniformly integrable with respect to $$\left\{ a_{nk}\right\} $$ a nk . Two characterizations of B-statistical uniform integrability with respect to $$\left\{ a_{nk}\right\} $$ a nk are established, one of which is a de La Vallée Poussin-type characterization. For a sequence of pairwise independent random variables $$\left\{ X_{k}\right\} $$ X k which is B-statistically uniformly integrable with respect to $$\left\{ a_{nk}\right\} $$ a nk , a law of large numbers with mean convergence in the statistical sense is presented for $$\sum \nolimits _{k=1}^{\infty }a_{nk}(X_{k}-\mathbb {E}X_{k})$$ ∑ k = 1 ∞ a nk ( X k - E X k ) as $$n\rightarrow \infty $$ n → ∞ . A version is obtained without the pairwise independence assumption by strengthening other conditions.

Suggested Citation

  • Manuel Ordóñez Cabrera & Andrew Rosalsky & Mehmet Ünver & Andrei Volodin, 2021. "On the concept of B-statistical uniform integrability of weighted sums of random variables and the law of large numbers with mean convergence in the statistical sense," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 30(1), pages 83-102, March.
  • Handle: RePEc:spr:testjl:v:30:y:2021:i:1:d:10.1007_s11749-020-00706-2
    DOI: 10.1007/s11749-020-00706-2
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    References listed on IDEAS

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    1. Hu, Tien-Chung & Cabrera, Manuel Ordóñez & Volodin, Andrei I., 2001. "Convergence of randomly weighted sums of Banach space valued random elements and uniform integrability concerning the random weights," Statistics & Probability Letters, Elsevier, vol. 51(2), pages 155-164, January.
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