The Marshall-Olkin Weibull-Lomax Distribution: Properties and Applications

We are introducing a new flexible five parameters lifetime distribution called Marshall-Olkin Weibull-Lomax distribution. Some properties of the distribution such as the quantile function, moments, order statistics are derived. The unknown parameters of the new distribution are estimated using the maximum likelihood method. Monte Carlo simulation study is carried out to estimate the parameters and the performance of the estimates is judged via the average biases , mean squared error values and confidence interval. The usefulness of the proposed model is illustrated via real-life data set.

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Publication Details

Journal
International Journal of Computational and Applied Mathematics & Computer Science
Published
2025-09-09
DOI
https://doi.org/10.37394/232028.2025.5.6
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
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0.00
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article

The Marshall-Olkin Weibull-Lomax Distribution: Properties and Applications

Amel ahmad talaat elghannam
International Journal of Computational and Applied Mathematics & Computer Science
Statistical Distribution Estimation and Applications
article

The Marshall-Olkin Weibull-Lomax Distribution: Properties and Applications

Amel ahmad talaat elghannam
article en

Abstract

We are introducing a new flexible five parameters lifetime distribution called Marshall-Olkin Weibull-Lomax distribution. Some properties of the distribution such as the quantile function, moments, order statistics are derived. The unknown parameters of the new distribution are estimated using the maximum likelihood method. Monte Carlo simulation study is carried out to estimate the parameters and the performance of the estimates is judged via the average biases , mean squared error values and confidence interval. The usefulness of the proposed model is illustrated via real-life data set.

International Journal of Computational and Applied Mathematics & Computer ScienceVol. 5
Al-Azhar University (EG)
Openalex Percentile: Top 76%
Statistical Distribution Estimation and Applications
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