Characterizations of Certain (2023-2024) Introduced Univariate Continuous Distributions

This paper deals with various characterizations of certain univariate continuous distributions proposed in (2023-2024). These characterizations are based on: (i) a simple relationship between two truncated moments; (ii) the hazard function; (iii) reverse hazard function and (iv) conditional expectation of a single function of the random variable. It should be mentioned that for the characterization (i) the cumulative distribution function need not have a closed form and depends on the solution of a first order differential equation, which provides a bridge betweenprobability and differential equation.

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Publication Details

Journal
Pakistan Journal of Statistics and Operation Research
Published
2024-12-04
DOI
https://doi.org/10.18187/pjsor.v20i4.4618
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
Field-Weighted Citation Impact
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article

Characterizations of Certain (2023-2024) Introduced Univariate Continuous Distributions

G. G. Hamedani, Amin Roshani, Nadeem Shafique Butt
Pakistan Journal of Statistics and Operation Research
Statistical Distribution Estimation and Applications
article

Characterizations of Certain (2023-2024) Introduced Univariate Continuous Distributions

G. G. Hamedani, Amin Roshani, Nadeem Shafique Butt
article en

Abstract

This paper deals with various characterizations of certain univariate continuous distributions proposed in (2023-2024). These characterizations are based on: (i) a simple relationship between two truncated moments; (ii) the hazard function; (iii) reverse hazard function and (iv) conditional expectation of a single function of the random variable. It should be mentioned that for the characterization (i) the cumulative distribution function need not have a closed form and depends on the solution of a first order differential equation, which provides a bridge betweenprobability and differential equation.

Pakistan Journal of Statistics and Operation Research
Marquette University (US), King Abdulaziz University (SA), Lorestan University (IR)
Openalex Percentile: Top 76%
Statistical Distribution Estimation and Applications
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