A CERTAIN CLASS OF STATISTICAL PROBABILITY CONVERGENCE AND ITS APPLICATIONS TO APPROXIMATION THEOREMS

被引:19
作者
Srivastava, H. M. [1 ,2 ]
Jena, Bidu Bhusan [3 ]
Paikray, Susanta Kumar [3 ]
机构
[1] Univ Victoria, Dept Math & Stat, Victoria, BC V8W 3R4, Canada
[2] China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung 40402, Taiwan
[3] Veer Surendra Sai Univ Technol, Dept Math, Burla 768018, Odisha, India
关键词
Statistical probability convergence; Deferred weighted statistical probability convergence; Sequence of random variables; Korovkin-type theorems; Rate of probability convergence; OPERATIONAL REPRESENTATIONS; SUMMABILITY; KOROVKIN;
D O I
10.2298/AADM190220039S
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In the present work, we introduce and study the notion of statistical probability convergence for sequences of random variables as well as the concept of statistical convergence for sequences of real numbers, which are defined over a Banach space via deferred weighted summability mean. We first establish a theorem presenting a connection between them. Based upon our proposed methods, we then prove a new Korovkin-type approximation theorem with periodic test functions for a sequence of random variables on a Banach space and demonstrate that our theorem effectively extends and improves most (if not all) of the previously existing results (in statistical versions). We also estimate the rate of deferred weighted statistical probability convergence and accordingly establish a new result. Finally, an illustrative example is presented here by means of the generalized Fejer convolution operators of a sequence of random variables in order to demonstrate that our established theorem is stronger than its traditional and statistical versions.
引用
收藏
页码:579 / 598
页数:20
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