Stochastic ordering results on extreme order statistics from dependent samples with Archimedean copula

Abstract This paper considers parallel and series systems with heterogeneous components having dependent exponential lifetimes. The underlying dependence is assumed to be Archimedean and the component lifetimes are supposed to be connected according to an Archimedean copula. Sufficient conditions are found to dominate a parallel system with heterogenous exponential components, with respect to the dispersive order, by another parallel system with homogenous exponential components where the dependence structure between lifetimes of components is the same. We also compare two series systems (and two parallel systems) with general one-parameter dependent components and with respect to the usual stochastic ordering. Examples are given to illustrate the theoretical findings.

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Publication Details

Journal
Journal of Inequalities and Applications
Published
2024-09-12
DOI
https://doi.org/10.1186/s13660-024-03201-6
Citations
3
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
Field-Weighted Citation Impact
2.13

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article

Stochastic ordering results on extreme order statistics from dependent samples with Archimedean copula

Mansour Shrahili
3 citations
Journal of Inequalities and Applications
Statistical Distribution Estimation and Applications
2.13
article

Stochastic ordering results on extreme order statistics from dependent samples with Archimedean copula

Mansour Shrahili
article en
3 citations

Abstract

Abstract This paper considers parallel and series systems with heterogeneous components having dependent exponential lifetimes. The underlying dependence is assumed to be Archimedean and the component lifetimes are supposed to be connected according to an Archimedean copula. Sufficient conditions are found to dominate a parallel system with heterogenous exponential components, with respect to the dispersive order, by another parallel system with homogenous exponential components where the dependence structure between lifetimes of components is the same. We also compare two series systems (and two parallel systems) with general one-parameter dependent components and with respect to the usual stochastic ordering. Examples are given to illustrate the theoretical findings.

Journal of Inequalities and ApplicationsVol. 2024(1)
King Saud University (SA)
King Saud University
Openalex Percentile: Top 12%
Statistical Distribution Estimation and Applications
2.13
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