A Flexible probability model for reliability data: The extended half-normal distribution with further results
Recent years have shown growth in the potential applications of extensions of skew and half-normal distributions. In this paper, we provide and study, in detail, a flexible and extended class of such distributions. The developed distribution has a scale parameter and two shape parameters. We carry...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-03-01
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| Series: | Kuwait Journal of Science |
| Online Access: | https://journalskuwait.org/kjs/index.php/KJS/article/view/12615 |
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| _version_ | 1850231241146630144 |
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| author | Eman Khorsheed Hugo Salinas Hassan Bakouch |
| author_facet | Eman Khorsheed Hugo Salinas Hassan Bakouch |
| author_sort | Eman Khorsheed |
| collection | DOAJ |
| description |
Recent years have shown growth in the potential applications of extensions
of skew and half-normal distributions. In this paper, we provide and study,
in detail, a flexible and extended class of such distributions. The developed
distribution has a scale parameter and two shape parameters. We carry out
a Monte Carlo simulation with Maximum Likelihood Estimation to assess
the performance of this technique for a variety of parameter values. The
power of the distribution is demonstrated with real applications using two
reliability data sets. The results reveal that the proposed distribution can
produce a better fit than several other distributions.
|
| format | Article |
| id | doaj-art-06f9ce228f8f48ce977b03ceccb663ab |
| institution | OA Journals |
| issn | 2307-4108 2307-4116 |
| language | English |
| publishDate | 2022-03-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Kuwait Journal of Science |
| spelling | doaj-art-06f9ce228f8f48ce977b03ceccb663ab2025-08-20T02:03:36ZengElsevierKuwait Journal of Science2307-41082307-41162022-03-0149210.48129/kjs.12615A Flexible probability model for reliability data: The extended half-normal distribution with further resultsEman Khorsheed0Hugo SalinasHassan BakouchUniversity of Bahrain Recent years have shown growth in the potential applications of extensions of skew and half-normal distributions. In this paper, we provide and study, in detail, a flexible and extended class of such distributions. The developed distribution has a scale parameter and two shape parameters. We carry out a Monte Carlo simulation with Maximum Likelihood Estimation to assess the performance of this technique for a variety of parameter values. The power of the distribution is demonstrated with real applications using two reliability data sets. The results reveal that the proposed distribution can produce a better fit than several other distributions. https://journalskuwait.org/kjs/index.php/KJS/article/view/12615 |
| spellingShingle | Eman Khorsheed Hugo Salinas Hassan Bakouch A Flexible probability model for reliability data: The extended half-normal distribution with further results Kuwait Journal of Science |
| title | A Flexible probability model for reliability data: The extended half-normal distribution with further results |
| title_full | A Flexible probability model for reliability data: The extended half-normal distribution with further results |
| title_fullStr | A Flexible probability model for reliability data: The extended half-normal distribution with further results |
| title_full_unstemmed | A Flexible probability model for reliability data: The extended half-normal distribution with further results |
| title_short | A Flexible probability model for reliability data: The extended half-normal distribution with further results |
| title_sort | flexible probability model for reliability data the extended half normal distribution with further results |
| url | https://journalskuwait.org/kjs/index.php/KJS/article/view/12615 |
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