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Keywords = odds exponential-Pareto IV distribution

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23 pages, 1937 KB  
Article
The Odds Exponential-Pareto IV Distribution: Regression Model and Application
by Lamya A. Baharith, Kholod M. AL-Beladi and Hadeel S. Klakattawi
Entropy 2020, 22(5), 497; https://doi.org/10.3390/e22050497 - 25 Apr 2020
Cited by 12 | Viewed by 4417
Abstract
This article introduces the odds exponential-Pareto IV distribution, which belongs to the odds family of distributions. We studied the statistical properties of this new distribution. The odds exponential-Pareto IV distribution provided decreasing, increasing, and upside-down hazard functions. We employed the maximum likelihood method [...] Read more.
This article introduces the odds exponential-Pareto IV distribution, which belongs to the odds family of distributions. We studied the statistical properties of this new distribution. The odds exponential-Pareto IV distribution provided decreasing, increasing, and upside-down hazard functions. We employed the maximum likelihood method to estimate the distribution parameters. The estimators performance was assessed by conducting simulation studies. A new log location-scale regression model based on the odds exponential-Pareto IV distribution was also introduced. Parameter estimates of the proposed model were obtained using both maximum likelihood and jackknife methods for right-censored data. Real data sets were analyzed under the odds exponential-Pareto IV distribution and log odds exponential-Pareto IV regression model to show their flexibility and potentiality. Full article
(This article belongs to the Section Information Theory, Probability and Statistics)
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