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:12
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
收藏
页码:83 / 102
页数:20
相关论文
共 33 条
[1]  
Altinok M, 2014, AZERBAIJAN J MATH, V4, P31
[2]  
[Anonymous], Pa: Probability of being active
[3]   An application of φ-subgaussian technique to Fourier analysis [J].
Antonini, Rita Giuliano ;
Hu, Tien-Chung ;
Kozachenko, Yuriy ;
Volodin, Andrei .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2013, 408 (01) :114-124
[4]   Korovkin theorems on weighted spaces: revisited [J].
Atlihan, Ozlem Girgin ;
Unver, Mehmet ;
Duman, Oktay .
PERIODICA MATHEMATICA HUNGARICA, 2017, 75 (02) :201-209
[5]  
Balser W., 1999, ACTA SCI MATH, V65, P543
[6]  
Balser W., 2000, UNIVERSITEX
[7]  
Boos J., 2000, CLASSICAL MODERN MET
[8]  
Braha NL, 2018, BULL MATH ANAL APPL, V10, P53
[9]   THE MEASURE THEORETIC APPROACH TO DENSITY [J].
BUCK, RC .
AMERICAN JOURNAL OF MATHEMATICS, 1946, 68 (04) :560-580
[10]   GENERALIZED ASYMPTOTIC DENSITY [J].
BUCK, RC .
AMERICAN JOURNAL OF MATHEMATICS, 1953, 75 (02) :335-346