Classical and Bayesian estimation of multicomponent stress–strength reliability for exponentiated Pareto distribution

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dc.authorid0000-0001-5034-7596en_US
dc.contributor.authorAkgül, Fatma Gül
dc.date.accessioned2021-06-25T11:20:50Z
dc.date.available2021-06-25T11:20:50Z
dc.date.issued2021
dc.departmentAÇÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractThis study deals with the classical and Bayesian estimation of reliability in a multicomponent stress–strength model by assuming that both stress and strength variables follow exponentiated Pareto distribution. First, the maximum likelihood method is used to estimate reliability. The asymptotic confidence interval is constructed. We also propose two bootstrap confidence intervals. Next, the Bayesian estimates of reliability are obtained using Lindley’s approximation, Tierney–Kadane approximation and the Markov chain Monte Carlo (MCMC) method since there are no explicit forms. The MCMC method is used to construct the Bayesian credible interval. A Monte Carlo simulation study is performed to compare the performance of the corresponding methods. Finally, the hydrological data set is analyzed in the application part.
dc.identifier.citationAkgül, F. G. (2021). Classical and Bayesian estimation of multicomponent stress–strength reliability for exponentiated Pareto distribution. Soft Computing, 25(14), 9185-9197.en_US
dc.identifier.doi10.1007/s00500-021-05902-2
dc.identifier.endpage9197en_US
dc.identifier.issue14en_US
dc.identifier.scopusqualityQ1
dc.identifier.startpage9185en_US
dc.identifier.urihttps://hdl.handle.net/11494/3238
dc.identifier.volume25en_US
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorAkgül, Fatma Gül
dc.language.isoenen_US
dc.publisherSpringer Science and Business Media Deutschland GmbHen_US
dc.relation.ispartofSoft Computing
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMulticomponent stress–strength modelen_US
dc.subjectExponentiated pareto distributionen_US
dc.subjectMaximum likelihood estimationen_US
dc.subjectBayesian estimationen_US
dc.subjectMonte Carlo simulationen_US
dc.titleClassical and Bayesian estimation of multicomponent stress–strength reliability for exponentiated Pareto distributionen_US
dc.typeArticle

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