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

被引:9
|
作者
Cabrera, Manuel Ordonez [1 ]
Rosalsky, Andrew [2 ]
Unver, Mehmet [3 ]
Volodin, Andrei [4 ]
机构
[1] Univ Seville, Dept Math Anal, E-41080 Seville, Spain
[2] Univ Florida, Dept Stat, Gainesville, FL 32611 USA
[3] Ankara Univ, Fac Sci, Dept Math, TR-06100 Ankara, Turkey
[4] Univ Regina, Dept Math & Stat, Regina, SK S4S 0A2, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Sequence of random variables; Uniform integrability; Statistical convergence; POSITIVE LINEAR-OPERATORS; THEOREMS; SUMMABILITY; SPACES; APPROXIMATION;
D O I
10.1007/s11749-020-00706-2
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this correspondence, for a nonnegative regular summability matrix B and an array {ank} of real numbers, the concept of B-statistical uniform integrability of a sequence of random variables {Xk} with respect to {ank} is introduced. This concept is more general and weaker than the concept of {Xk} being uniformly integrable with respect to {ank}. Two characterizations of B-statistical uniform integrability with respect to {ank} are established, one of which is a de La Vallee Poussin-type characterization. For a sequence of pairwise independent random variables {Xk} which is B-statistically uniformly integrable with respect to {ank}, a law of large numbers with mean convergence in the statistical sense is presented for 8 k=1 ank( Xk - EXk) as n. 8. A version is obtained without the pairwise independence assumption by strengthening other conditions.
引用
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页码:83 / 102
页数:20
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