Explicit Expressions for Most Common Entropies

Entropies are useful measures of variation. However, explicit expressions for entropies available in the literature are limited. In this paper, we provide a comprehensive collection of explicit expressions for four of the most common entropies for over sixty continuous univariate distributions. Most...

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Main Authors: Saralees Nadarajah, Malick Kebe
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/3/534
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author Saralees Nadarajah
Malick Kebe
author_facet Saralees Nadarajah
Malick Kebe
author_sort Saralees Nadarajah
collection DOAJ
description Entropies are useful measures of variation. However, explicit expressions for entropies available in the literature are limited. In this paper, we provide a comprehensive collection of explicit expressions for four of the most common entropies for over sixty continuous univariate distributions. Most of the derived expressions are new. The explicit expressions involve known special functions.
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spelling doaj.art-eefa5b8a81cf467494990423ef2ed5ba2023-11-17T10:57:33ZengMDPI AGEntropy1099-43002023-03-0125353410.3390/e25030534Explicit Expressions for Most Common EntropiesSaralees Nadarajah0Malick Kebe1Department of Mathematics, Howard University, Washington, DC 20059, USADepartment of Mathematics, Howard University, Washington, DC 20059, USAEntropies are useful measures of variation. However, explicit expressions for entropies available in the literature are limited. In this paper, we provide a comprehensive collection of explicit expressions for four of the most common entropies for over sixty continuous univariate distributions. Most of the derived expressions are new. The explicit expressions involve known special functions.https://www.mdpi.com/1099-4300/25/3/534beta functiongamma functionGauss hypergeometric function
spellingShingle Saralees Nadarajah
Malick Kebe
Explicit Expressions for Most Common Entropies
Entropy
beta function
gamma function
Gauss hypergeometric function
title Explicit Expressions for Most Common Entropies
title_full Explicit Expressions for Most Common Entropies
title_fullStr Explicit Expressions for Most Common Entropies
title_full_unstemmed Explicit Expressions for Most Common Entropies
title_short Explicit Expressions for Most Common Entropies
title_sort explicit expressions for most common entropies
topic beta function
gamma function
Gauss hypergeometric function
url https://www.mdpi.com/1099-4300/25/3/534
work_keys_str_mv AT saraleesnadarajah explicitexpressionsformostcommonentropies
AT malickkebe explicitexpressionsformostcommonentropies