Statistical Properties and Parameters Estimation for a New Truncated Lomax Exponential-G Family

A novel family of statistical distributions based on the truncated Lomax exponential distribution over the interval [0, 1], called ([0, 1] TLE-G) is proposed in this study. Certain characteristics of the family are derived, among which are the moments, moment-generating function, quantile function, incomplete moments, order statistics, Renyi functions, and Lorenz Bonferroni curves. The truncated Lomax exponential Rayleigh distribution, as a sub-model from the ([0, 1] TLE-G) family, is examined. The flexibility of the new distribution is compared with some other well-known models in the literature by using a real-life dataset. The results of the suggested distribution outperform the other competing distributions.

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Publication Details

Journal
Samarra Journal of Pure and Applied Science
Published
2024-12-30
DOI
https://doi.org/10.54153/sjpas.2024.v6i4.953
Primary Topic
Food Security and Health in Diverse Populations
Type
article
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article

Statistical Properties and Parameters Estimation for a New Truncated Lomax Exponential-G Family

Samarra Journal of Pure and Applied Science
Food Security and Health in Diverse Populations
article

Statistical Properties and Parameters Estimation for a New Truncated Lomax Exponential-G Family

article en

Abstract

A novel family of statistical distributions based on the truncated Lomax exponential distribution over the interval [0, 1], called ([0, 1] TLE-G) is proposed in this study. Certain characteristics of the family are derived, among which are the moments, moment-generating function, quantile function, incomplete moments, order statistics, Renyi functions, and Lorenz Bonferroni curves. The truncated Lomax exponential Rayleigh distribution, as a sub-model from the ([0, 1] TLE-G) family, is examined. The flexibility of the new distribution is compared with some other well-known models in the literature by using a real-life dataset. The results of the suggested distribution outperform the other competing distributions.

Samarra Journal of Pure and Applied ScienceVol. 6(4)
Obour Institutes (EG), Salahaddin University-Erbil (IQ), University of Tikrit (IQ)
Openalex Percentile: Top 31%
Food Security and Health in Diverse Populations
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Statistical Properties and Parameters Estimation for a New Truncated Lomax Exponential-G Family · Samarra Journal of Pure and Applied Science (2024) | TGRS Research Map | TGRS