On quasi-Weibull distribution

Exponential distribution together with a variety of its transformations is permanently used both in probability theory and related fields. The most popular one is the power transformation yielding the Weibull distribution. In this paper, the power distribution of exponential random variable is supplemented by a logarithmic factor leading to a new distribution called quasi-Weibull. This is a three-parameter distribution, where one parameter is inherited from the underlying exponential distribution, and the others originate from the transformation. The properties of the quasi-Weibull distribution are studied. Specifically, the impact of the parameters on the analyticity of characteristic function, the existence of the moment generating function, the moment-determinacy/indeterminacy and the behaviour of the hazard function are investigated.

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Publication Details

Journal
Miskolc mathematical notes/Mathematical notes
Published
2025-01-01
DOI
https://doi.org/10.18514/mmn.2025.4625
Primary Topic
Mathematical functions and polynomials
Type
article
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0.00
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article

On quasi-Weibull distribution

Sofiya Ostrovska, Mehmet Turan
Miskolc mathematical notes/Mathematical notes
Mathematical functions and polynomials
article

On quasi-Weibull distribution

Sofiya Ostrovska, Mehmet Turan
article en

Abstract

Exponential distribution together with a variety of its transformations is permanently used both in probability theory and related fields. The most popular one is the power transformation yielding the Weibull distribution. In this paper, the power distribution of exponential random variable is supplemented by a logarithmic factor leading to a new distribution called quasi-Weibull. This is a three-parameter distribution, where one parameter is inherited from the underlying exponential distribution, and the others originate from the transformation. The properties of the quasi-Weibull distribution are studied. Specifically, the impact of the parameters on the analyticity of characteristic function, the existence of the moment generating function, the moment-determinacy/indeterminacy and the behaviour of the hazard function are investigated.

Miskolc mathematical notes/Mathematical notesVol. 26(1)
Openalex Percentile: Top 84%
Mathematical functions and polynomials
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