Pseudo-exponential distribution and its statistical applications in econophysics

被引:0
|
作者
Hossein Mehri-Dehnavi
Hamzeh Agahi
Radko Mesiar
机构
[1] Babol Noshirvani University of Technology,Department of Physics, Faculty of Basic Science
[2] Babol Noshirvani University of Technology,Department of Mathematics, Faculty of Basic Science
[3] Slovak University of Technology,Department of Mathematics and Descriptive Geometry, Faculty of Civil Engineering
[4] Institute of Information Theory and Automation of the Czech Academy of Sciences,undefined
来源
Soft Computing | 2019年 / 23卷
关键词
Pseudo-operations; Pseudo-exponential distribution; Moment-generating function; Numerical computation;
D O I
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中图分类号
学科分类号
摘要
In generalized measure theory, σ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\sigma $$\end{document}-⊕\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\oplus $$\end{document}-measure is a generalization of the classical measure defined on a pseudo-addition. In this paper, the class of pseudo-exponential distributions based on a class of σ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\sigma $$\end{document}-⊕\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\oplus $$\end{document}-measure is introduced. Some examples of this class are investigated. Then by two real data sets obtained from the last three decades of oil, and the last two decades of the daily natural gas spot prices, we show that the pseudo-exponential distribution is better fitted than exponential distribution using the AIC and BIC information criteria.
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页码:357 / 363
页数:6
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