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...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2022/6078567 |
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| 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 |
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