A Flexible Extension of Reduced Kies Distribution: Properties, Inference, and Applications in Biology

The extended reduced Kies distribution (ExRKD), which is an asymmetric flexible extension of the reduced Kies distribution, is the subject of this research. Some of its most basic mathematical properties are deduced from its formal definitions. We computed the ExRKD parameters using eight well-known...

Full description

Saved in:
Bibliographic Details
Main Authors: Muqrin A. Almuqrin, Ahmed M. Gemeay, M. M. Abd El-Raouf, Mutua Kilai, Ramy Aldallal, Eslam Hussam
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2022/6078567
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1832552911254585344
author Muqrin A. Almuqrin
Ahmed M. Gemeay
M. M. Abd El-Raouf
Mutua Kilai
Ramy Aldallal
Eslam Hussam
author_facet Muqrin A. Almuqrin
Ahmed M. Gemeay
M. M. Abd El-Raouf
Mutua Kilai
Ramy Aldallal
Eslam Hussam
author_sort Muqrin A. Almuqrin
collection DOAJ
description The extended reduced Kies distribution (ExRKD), which is an asymmetric flexible extension of the reduced Kies distribution, is the subject of this research. Some of its most basic mathematical properties are deduced from its formal definitions. We computed the ExRKD parameters using eight well-known methods. A full simulation analysis was done that allows the study of these estimators’ asymptotic behavior. The efficiency and applicability of the ExRKD are investigated via the modeling of COVID-19 and milk data sets, which demonstrates that the ExRKD delivers a better match to the data sets when compared to competing models.
format Article
id doaj-art-51f808465570436ab8d1b8b4180c99e3
institution Kabale University
issn 1099-0526
language English
publishDate 2022-01-01
publisher Wiley
record_format Article
series Complexity
spelling doaj-art-51f808465570436ab8d1b8b4180c99e32025-02-03T05:57:31ZengWileyComplexity1099-05262022-01-01202210.1155/2022/6078567A Flexible Extension of Reduced Kies Distribution: Properties, Inference, and Applications in BiologyMuqrin A. Almuqrin0Ahmed M. Gemeay1M. M. Abd El-Raouf2Mutua Kilai3Ramy Aldallal4Eslam Hussam5Department of MathematicsDepartment of MathematicsBasic and Applied Science InstituteDepartment of MathematicsDepartment of AccountingDepartment of MathematicsThe extended reduced Kies distribution (ExRKD), which is an asymmetric flexible extension of the reduced Kies distribution, is the subject of this research. Some of its most basic mathematical properties are deduced from its formal definitions. We computed the ExRKD parameters using eight well-known methods. A full simulation analysis was done that allows the study of these estimators’ asymptotic behavior. The efficiency and applicability of the ExRKD are investigated via the modeling of COVID-19 and milk data sets, which demonstrates that the ExRKD delivers a better match to the data sets when compared to competing models.http://dx.doi.org/10.1155/2022/6078567
spellingShingle Muqrin A. Almuqrin
Ahmed M. Gemeay
M. M. Abd El-Raouf
Mutua Kilai
Ramy Aldallal
Eslam Hussam
A Flexible Extension of Reduced Kies Distribution: Properties, Inference, and Applications in Biology
Complexity
title A Flexible Extension of Reduced Kies Distribution: Properties, Inference, and Applications in Biology
title_full A Flexible Extension of Reduced Kies Distribution: Properties, Inference, and Applications in Biology
title_fullStr A Flexible Extension of Reduced Kies Distribution: Properties, Inference, and Applications in Biology
title_full_unstemmed A Flexible Extension of Reduced Kies Distribution: Properties, Inference, and Applications in Biology
title_short A Flexible Extension of Reduced Kies Distribution: Properties, Inference, and Applications in Biology
title_sort flexible extension of reduced kies distribution properties inference and applications in biology
url http://dx.doi.org/10.1155/2022/6078567
work_keys_str_mv AT muqrinaalmuqrin aflexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT ahmedmgemeay aflexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT mmabdelraouf aflexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT mutuakilai aflexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT ramyaldallal aflexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT eslamhussam aflexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT muqrinaalmuqrin flexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT ahmedmgemeay flexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT mmabdelraouf flexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT mutuakilai flexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT ramyaldallal flexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology
AT eslamhussam flexibleextensionofreducedkiesdistributionpropertiesinferenceandapplicationsinbiology