The Hybrid Odd Exponential-Exponential Distribution: Statistical Properties and Applications

In this paper, we study a new statistical distribution called the hybrid odd exponential-exponential distribution (HOE-E distribution for short) we the aim of applying it to real data sets. This new distribution appears as a sub-model of the larger HOEE-Φ family in (Mahdi et al., 2024). We explore many mathematical and statistical properties of this distribution such as the series expansion of the PDF, the quantile function, moments and their generating function, incomplete moments, the shape of the PDF, and the shape of the hazard rate function, order statistics, and parameter estimation using the maximum likelihood estimation. We use this distribution to model a plasma concentration data set. Moreover, this we show that the suggested HOE-E distribution outperformance many other distributions based on various statistical criteria like AIC, CAIC, BIC, HQIC, W, and A.

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Publication Details

Journal
Tikrit Journal of Administrative and Economic Sciences
Published
2024-09-30
DOI
https://doi.org/10.25130/tjaes.20.67.1.23
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
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article

The Hybrid Odd Exponential-Exponential Distribution: Statistical Properties and Applications

Mundher A. Khaleel, Ghanam ahmed mahdi
Tikrit Journal of Administrative and Economic Sciences
Statistical Distribution Estimation and Applications
article

The Hybrid Odd Exponential-Exponential Distribution: Statistical Properties and Applications

Mundher A. Khaleel, Ghanam ahmed mahdi
article en

Abstract

In this paper, we study a new statistical distribution called the hybrid odd exponential-exponential distribution (HOE-E distribution for short) we the aim of applying it to real data sets. This new distribution appears as a sub-model of the larger HOEE-Φ family in (Mahdi et al., 2024). We explore many mathematical and statistical properties of this distribution such as the series expansion of the PDF, the quantile function, moments and their generating function, incomplete moments, the shape of the PDF, and the shape of the hazard rate function, order statistics, and parameter estimation using the maximum likelihood estimation. We use this distribution to model a plasma concentration data set. Moreover, this we show that the suggested HOE-E distribution outperformance many other distributions based on various statistical criteria like AIC, CAIC, BIC, HQIC, W, and A.

Tikrit Journal of Administrative and Economic SciencesVol. 20(67, part 1)
Openalex Percentile: Top 81%
Statistical Distribution Estimation and Applications
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The Hybrid Odd Exponential-Exponential Distribution: Statistical Properties and Applications — Mundher A. Khaleel, Ghanam ahmed mahdi · Tikrit Journal of Administrative and Economic Sciences (2024) | TGRS Research Map | TGRS