2025 : 4 : 21
Ebrahim Amini-Seresht

Ebrahim Amini-Seresht

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId: 56563082200
HIndex:
Faculty: Faculty of Science
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Research

Title
Mixture Representations of Lifetime in Coherent Systems with Dependent Components‎: ‎Stochastic Comparisons
Type
Presentation
Keywords
Stochastic orders; Coherent system; k-out-of-n system; Stochastic orders; Generalized‎ ‎mixture model‎, ‎Copula function.
Year
2021
Researchers Ebrahim Amini-Seresht

Abstract

‎In this talk we consider lifetime of coherent systems as a generalized finite mixture model‎, ‎which formed by dependent and identically distributed (d.i.d) components‎. ‎We then establish some general results for the comparisons of two such generalized finite mixture models in two different cases‎: ‎(i) when two mixture models are formed from two random vectors ${\bm X}$ and ${\bm Y}$ ‎and ‎having‎ ‎same weights‎, (ii) when two mixture models are formed with ‎the‎ same random vectors ‎and ‎having‎ different weights‎. ‎Because the lifetimes of ‎‎$‎k‎$‎-out-of-‎$‎n‎$‎ systems and coherent systems are special cases of the considered mixture model‎, ‎we established results and then used to compare the lifetimes ‎‎$‎k‎$‎-out-of-‎$‎n‎$‎‎‎ systems and of coherent systems with respect to various stochastic orderings‎.