Fuzzy Reliability Analysis of the COVID-19 Mortality Rate Using a New Modified Kies Kumaraswamy Model
In this paper, we developed a novel superior distribution, demonstrated and derived its mathematical features, and assessed its fuzzy reliability function. The novel distribution has numerous advantages, including the fact that its CDf and PDf have a closed shape, making it particularly relevant in...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
|
| Series: | Journal of Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2022/3427521 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832562237175234560 |
|---|---|
| author | Fathy H. Riad Bader Alruwaili Ehab M. Almetwally Eslam Hussam |
| author_facet | Fathy H. Riad Bader Alruwaili Ehab M. Almetwally Eslam Hussam |
| author_sort | Fathy H. Riad |
| collection | DOAJ |
| description | In this paper, we developed a novel superior distribution, demonstrated and derived its mathematical features, and assessed its fuzzy reliability function. The novel distribution has numerous advantages, including the fact that its CDf and PDf have a closed shape, making it particularly relevant in many domains of data science. We used both conventional and Bayesian approaches to make various sorts of estimations. A simulation research was carried out to investigate the performance of the classical and Bayesian estimators. Finally, we fitted a COVID-19 mortality real data set to the suggested distribution in order to compare its efficiency to that of its rivals. |
| format | Article |
| id | doaj-art-0dc7b756b21a41e791b472555cf7ef88 |
| institution | Kabale University |
| issn | 2314-4785 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Mathematics |
| spelling | doaj-art-0dc7b756b21a41e791b472555cf7ef882025-02-03T01:22:58ZengWileyJournal of Mathematics2314-47852022-01-01202210.1155/2022/3427521Fuzzy Reliability Analysis of the COVID-19 Mortality Rate Using a New Modified Kies Kumaraswamy ModelFathy H. Riad0Bader Alruwaili1Ehab M. Almetwally2Eslam Hussam3Mathematics DepartmentMathematics DepartmentFaculty of Business AdministrationDepartment of MathematicsIn this paper, we developed a novel superior distribution, demonstrated and derived its mathematical features, and assessed its fuzzy reliability function. The novel distribution has numerous advantages, including the fact that its CDf and PDf have a closed shape, making it particularly relevant in many domains of data science. We used both conventional and Bayesian approaches to make various sorts of estimations. A simulation research was carried out to investigate the performance of the classical and Bayesian estimators. Finally, we fitted a COVID-19 mortality real data set to the suggested distribution in order to compare its efficiency to that of its rivals.http://dx.doi.org/10.1155/2022/3427521 |
| spellingShingle | Fathy H. Riad Bader Alruwaili Ehab M. Almetwally Eslam Hussam Fuzzy Reliability Analysis of the COVID-19 Mortality Rate Using a New Modified Kies Kumaraswamy Model Journal of Mathematics |
| title | Fuzzy Reliability Analysis of the COVID-19 Mortality Rate Using a New Modified Kies Kumaraswamy Model |
| title_full | Fuzzy Reliability Analysis of the COVID-19 Mortality Rate Using a New Modified Kies Kumaraswamy Model |
| title_fullStr | Fuzzy Reliability Analysis of the COVID-19 Mortality Rate Using a New Modified Kies Kumaraswamy Model |
| title_full_unstemmed | Fuzzy Reliability Analysis of the COVID-19 Mortality Rate Using a New Modified Kies Kumaraswamy Model |
| title_short | Fuzzy Reliability Analysis of the COVID-19 Mortality Rate Using a New Modified Kies Kumaraswamy Model |
| title_sort | fuzzy reliability analysis of the covid 19 mortality rate using a new modified kies kumaraswamy model |
| url | http://dx.doi.org/10.1155/2022/3427521 |
| work_keys_str_mv | AT fathyhriad fuzzyreliabilityanalysisofthecovid19mortalityrateusinganewmodifiedkieskumaraswamymodel AT baderalruwaili fuzzyreliabilityanalysisofthecovid19mortalityrateusinganewmodifiedkieskumaraswamymodel AT ehabmalmetwally fuzzyreliabilityanalysisofthecovid19mortalityrateusinganewmodifiedkieskumaraswamymodel AT eslamhussam fuzzyreliabilityanalysisofthecovid19mortalityrateusinganewmodifiedkieskumaraswamymodel |