Analyzing Order Statistics of Non-Identically Distributed Shifted Exponential Variables in Numerical Data

In this study, we analyze the order statistics (OS) arising from independent, non-identically distributed (INID) Shifted Exponential (SH-E) random variables. We deduce the moments of the rth order statistic, provide graphical representations of the probability density function (PDF) and cumulative distribution function (CDF) and present numerical examples, including cases where n = 3. This research offers insights into the distributional properties of SH-E variables and their practical applications in numerical data analysis.

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Publication Details

Journal
International Journal of Science and Research (IJSR)
Published
2024-11-05
DOI
https://doi.org/10.21275/sr241116231011
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
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article

Analyzing Order Statistics of Non-Identically Distributed Shifted Exponential Variables in Numerical Data

Zakeia A. Al-Saiary
International Journal of Science and Research (IJSR)
Statistical Distribution Estimation and Applications
article

Analyzing Order Statistics of Non-Identically Distributed Shifted Exponential Variables in Numerical Data

Zakeia A. Al-Saiary
article en

Abstract

In this study, we analyze the order statistics (OS) arising from independent, non-identically distributed (INID) Shifted Exponential (SH-E) random variables. We deduce the moments of the rth order statistic, provide graphical representations of the probability density function (PDF) and cumulative distribution function (CDF) and present numerical examples, including cases where n = 3. This research offers insights into the distributional properties of SH-E variables and their practical applications in numerical data analysis.

International Journal of Science and Research (IJSR)Vol. 13(11)
University of Jeddah (SA)
Reduced inequalities
Openalex Percentile: Top 78%
Statistical Distribution Estimation and Applications
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