Some new findings on the survival Rényi entropy and application of COVID-19 data

Motivated by the connotation of survival Rényi entropy and its related dynamic version, we introduce them in terms of their lower bounds and mean residual life function. Moreover, we illustrate the relation between survival Rényi entropy and some of measures of information. Furthermore, the hazard r...

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Autores principales:	Mohamed S. Mohamed, Amani Almohaimeed, Mahmoud M. Abd El-Raouf
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Rényi entropy Mean residual life function Failure rate function Ordered random variables Non-parametric estimation Physics QC1-999
Acceso en línea:	https://doaj.org/article/b1b5ef07a1ea404fa8b345e738901b3b
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spelling	oai:doaj.org-article:b1b5ef07a1ea404fa8b345e738901b3b2021-11-28T04:31:01ZSome new findings on the survival Rényi entropy and application of COVID-19 data2211-379710.1016/j.rinp.2021.104966https://doaj.org/article/b1b5ef07a1ea404fa8b345e738901b3b2021-12-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2211379721009815https://doaj.org/toc/2211-3797Motivated by the connotation of survival Rényi entropy and its related dynamic version, we introduce them in terms of their lower bounds and mean residual life function. Moreover, we illustrate the relation between survival Rényi entropy and some of measures of information. Furthermore, the hazard rate order implies ordering of dynamic survival Rényi entropy. Our models are considered a more comprehensive version of generalized order statistics and give some properties and characterization results. Finally, a non-parametric estimation of survival Rényi entropy is included based on real COVID-19 data and simulated data.Mohamed S. MohamedAmani AlmohaimeedMahmoud M. Abd El-RaoufElsevierarticleRényi entropyMean residual life functionFailure rate functionOrdered random variablesNon-parametric estimationPhysicsQC1-999ENResults in Physics, Vol 31, Iss , Pp 104966- (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Rényi entropy Mean residual life function Failure rate function Ordered random variables Non-parametric estimation Physics QC1-999
spellingShingle	Rényi entropy Mean residual life function Failure rate function Ordered random variables Non-parametric estimation Physics QC1-999 Mohamed S. Mohamed Amani Almohaimeed Mahmoud M. Abd El-Raouf Some new findings on the survival Rényi entropy and application of COVID-19 data
description	Motivated by the connotation of survival Rényi entropy and its related dynamic version, we introduce them in terms of their lower bounds and mean residual life function. Moreover, we illustrate the relation between survival Rényi entropy and some of measures of information. Furthermore, the hazard rate order implies ordering of dynamic survival Rényi entropy. Our models are considered a more comprehensive version of generalized order statistics and give some properties and characterization results. Finally, a non-parametric estimation of survival Rényi entropy is included based on real COVID-19 data and simulated data.
format	article
author	Mohamed S. Mohamed Amani Almohaimeed Mahmoud M. Abd El-Raouf
author_facet	Mohamed S. Mohamed Amani Almohaimeed Mahmoud M. Abd El-Raouf
author_sort	Mohamed S. Mohamed
title	Some new findings on the survival Rényi entropy and application of COVID-19 data
title_short	Some new findings on the survival Rényi entropy and application of COVID-19 data
title_full	Some new findings on the survival Rényi entropy and application of COVID-19 data
title_fullStr	Some new findings on the survival Rényi entropy and application of COVID-19 data
title_full_unstemmed	Some new findings on the survival Rényi entropy and application of COVID-19 data
title_sort	some new findings on the survival rényi entropy and application of covid-19 data
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/b1b5ef07a1ea404fa8b345e738901b3b
work_keys_str_mv	AT mohamedsmohamed somenewfindingsonthesurvivalrenyientropyandapplicationofcovid19data AT amanialmohaimeed somenewfindingsonthesurvivalrenyientropyandapplicationofcovid19data AT mahmoudmabdelraouf somenewfindingsonthesurvivalrenyientropyandapplicationofcovid19data
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Some new findings on the survival Rényi entropy and application of COVID-19 data

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