A new approach on fractional calculus and probability density function

被引:71
作者
Chen, Shu-Bo [1 ]
Rashid, Saima [2 ]
Noor, Muhammad Aslam [3 ]
Ashraf, Rehana [4 ]
Chu, Yu-Ming [5 ,6 ]
机构
[1] Hunan City Univ, Sch Sci, Yiyang 413000, Peoples R China
[2] Govt Coll Univ, Dept Math, Faisalabad, Pakistan
[3] COMSATS Univ Islamabad, Dept Math, Isalamabad, Pakistan
[4] Lahore Coll Women Univ, Dept Math, Jhangh Campus, Lahore, Pakistan
[5] Huzhou Univ, Dept Math, Huzhou 313000, Peoples R China
[6] Changsha Univ Sci & Technol, Hunan Prov Key Lab Math Modeling & Anal Engn, Changsha 410114, Peoples R China
来源
AIMS MATHEMATICS | 2020年 / 5卷 / 06期
基金
中国国家自然科学基金;
关键词
generalized Riemann-Liouville fractional integral operator; integral inequality; expectation; variance; INTEGRAL-INEQUALITIES; CONVEX-FUNCTIONS; HADAMARD; BOUNDS; REFINEMENTS;
D O I
10.3934/math.2020451
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In statistical analysis, oftentimes a probability density function is used to describe the relationship between certain unknown parameters and measurements taken to learn about them. As soon as there is more than enough data collected to determine a unique solution for the parameters, an estimation technique needs to be applied such as "fractional calculus", for instance, which turns out to be optimal under a wide range of criteria. In this context, we aim to present some novel estimates based on the expectation and variance of a continuous random variable by employing generalized Riemann-Liouville fractional integral operators. Besides, we obtain a two-parameter extension of generalized Riemann-Liouville fractional integral inequalities, and provide several modifications in the RiemannLiouville and classical sense. Our ideas and obtained results my stimulate further research in statistical analysis.
引用
收藏
页码:7041 / 7054
页数:14
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