On the reliability characteristics of the standard two-sided power distribution

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dc.contributor.authorÇetinkaya, Çağatay
dc.contributor.departmentOthertr_TR
dc.contributor.facultyOthertr_TR
dc.date.accessioned2022-12-21T10:55:54Z
dc.date.available2022-12-21T10:55:54Z
dc.date.issued2021
dc.description.abstractIn this study, the standard two-sided power (STSP) distribution is considered with regard to statistical reliability analysis in detail. For this purpose, along with the reliability and hazard functions of the distribution, particular reliability indices that are useful in maintenance and replacement policies are obtained and they are evaluated with their plots. The STSP distribution is classified based on aging according to various cases of its parameters. Then, we studied the classical and Bayesian estimations of the reliability and hazard functions. In Bayesian estimation, symmetric and different asymmetric loss functions are considered. For obtaining the Bayes estimates, Monte Carlo Markov Chain simulation using the Gibbs algorithm is performed. Various simulation schemes are performed for comparing the performances of the estimators. Further, the Bayesian predictions of the future observations based on the observed samples are obtained. A real data example is used to illustrate the theoretical outcomes.tr_TR
dc.description.indexTrdizintr_TR
dc.identifier.endpage826tr_TR
dc.identifier.issn/e-issn1303-5991
dc.identifier.issue2tr_TR
dc.identifier.startpage796tr_TR
dc.identifier.urihttps://doi.org/10.31801/cfsuasmas.810424tr_TR
dc.identifier.urihttp://hdl.handle.net/20.500.12575/86290
dc.identifier.volume70tr_TR
dc.language.isoentr_TR
dc.publisherAnkara Üniversitesitr_TR
dc.relation.isversionof10.31801/cfsuasmas.810424tr_TR
dc.relation.journalCommunications, Series A1:Mathematics and Statisticstr_TR
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Başka Kurum Yazarıtr_TR
dc.subjectStandard two-sided power distribution, statistical reliability analysis, loss functions, Bayesian estimation, maximum likelihod, MCMC method, predictive Bayestr_TR
dc.titleOn the reliability characteristics of the standard two-sided power distributiontr_TR
dc.typeArticletr_TR

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Cilt:70 Sayı:02 (2021)