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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
Stochastic properties of generalized finite mixture models with dependent components
Type
JournalPaper
Keywords
Coherent system; k-out-of-n system; stochastic order; generalized mixture model; copula function
Year
2021
Journal JOURNAL OF APPLIED PROBABILITY
DOI
Researchers Ebrahim Amini-Seresht ، NARAYANASWAMY BALAKRISHNAN

Abstract

In this paper we consider a new generalized finite mixture model formed by dependent and identically distributed (d.i.d.) components. We then establish results for the comparisons of lifetimes of two such generalized finite mixture models in two different cases: (i) when the two mixture models are formed from two random vectors X and Y but with the same weights, and (ii) when the two mixture models are formed with the same random vectors but with different weights. Because the lifetimes of k-out-of-n systems and coherent systems are special cases of the mixture model considered, we use the established results to compare the lifetimes of k-out-of-n systems and coherent systems with respect to the reversed hazard rate and hazard rate orderings.