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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| Summary: | 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.
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| ISSN: | 2307-4108 2307-4116 |