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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
- Publication Year :
- 2020
- Publisher :
- Aperta, 2020.
-
Abstract
- In this correspondence, for a nonnegative regular summability matrix B and an array $$\left\{ a_{nk}\right\} $$ of real numbers, the concept of B-statistical uniform integrability of a sequence of random variables $$\left\{ X_{k}\right\} $$ with respect to $$\left\{ a_{nk}\right\} $$ is introduced. This concept is more general and weaker than the concept of $$\left\{ X_{k}\right\} $$ being uniformly integrable with respect to $$\left\{ a_{nk}\right\} $$ . Two characterizations of B-statistical uniform integrability with respect to $$\left\{ a_{nk}\right\} $$ are established, one of which is a de La Vallee Poussin-type characterization. For a sequence of pairwise independent random variables $$\left\{ X_{k}\right\} $$ which is B-statistically uniformly integrable with respect to $$\left\{ a_{nk}\right\} $$ , a law of large numbers with mean convergence in the statistical sense is presented for $$\sum \nolimits _{k=1}^{\infty }a_{nk}(X_{k}-\mathbb {E}X_{k})$$ as $$n\rightarrow \infty $$ . A version is obtained without the pairwise independence assumption by strengthening other conditions.
- Subjects :
- Statistics and Probability
Physics
Pairwise independence
Uniform integrability
Sequence
010102 general mathematics
06 humanities and the arts
Characterization (mathematics)
0603 philosophy, ethics and religion
16. Peace & justice
01 natural sciences
Combinatorics
Matrix (mathematics)
Law of large numbers
060302 philosophy
0101 mathematics
Statistics, Probability and Uncertainty
Nuclear Experiment
Random variable
Real number
Subjects
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....e3a3c2070c36cc578c09739df1a45e0a