Concomitants of Order Statistics from a Bivariate Generalized Linear Exponential Distribution: Theory and Practice

This paper investigates the concomitants of order statistics from the bivariate generalized linear exponential (BGLE) distribution. We obtain the probability density function of a single concomitant and the joint probability density function of two concomitants of order statistics from the BGLE distribution. In addition, expressions for the single and product moments of concomitants of order statistics are derived. Furthermore, we find the best linear unbiased estimator of a scale parameter related to a study variable using various ranked set sampling techniques. Finally, we apply the findings to a real-life dataset.

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Publication Details

Journal
Entropy
Published
2025-12-24
DOI
https://doi.org/10.3390/e28010018
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
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article

Concomitants of Order Statistics from a Bivariate Generalized Linear Exponential Distribution: Theory and Practice

Areej M. AL-Zayd
Entropy
Statistical Distribution Estimation and Applications
article

Concomitants of Order Statistics from a Bivariate Generalized Linear Exponential Distribution: Theory and Practice

Areej M. AL-Zayd
article en

Abstract

This paper investigates the concomitants of order statistics from the bivariate generalized linear exponential (BGLE) distribution. We obtain the probability density function of a single concomitant and the joint probability density function of two concomitants of order statistics from the BGLE distribution. In addition, expressions for the single and product moments of concomitants of order statistics are derived. Furthermore, we find the best linear unbiased estimator of a scale parameter related to a study variable using various ranked set sampling techniques. Finally, we apply the findings to a real-life dataset.

EntropyVol. 28(1)
Taif University (SA)
Openalex Percentile: Top 23%
Statistical Distribution Estimation and Applications
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