A comparison of the parameter estimation methods for bimodal mixture Weibull distribution with complete data

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dc.contributor.authorKarakoca, Aydin
dc.contributor.authorErisoglu, Ulku
dc.contributor.authorErisoglu, Murat
dc.date.accessioned2024-02-23T14:17:18Z
dc.date.available2024-02-23T14:17:18Z
dc.date.issued2015
dc.departmentNEÜen_US
dc.description.abstractBimodal mixture Weibull distribution being a special case of mixture Weibull distribution has been used recently as a suitable model for heterogeneous data sets in many practical applications. The bimodal mixture Weibull term represents a mixture of two Weibull distributions. Although many estimation methods have been proposed for the bimodal mixture Weibull distribution, there is not a comprehensive comparison. This paper presents a detailed comparison of five kinds of numerical methods, such as maximum likelihood estimation, least-squares method, method of moments, method of logarithmic moments and percentile method (PM) in terms of several criteria by simulation study. Also parameter estimation methods are applied to real data.en_US
dc.identifier.doi10.1080/02664763.2014.1000275
dc.identifier.endpage1489en_US
dc.identifier.issn0266-4763
dc.identifier.issn1360-0532
dc.identifier.issue7en_US
dc.identifier.scopus2-s2.0-84928608213en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage1472en_US
dc.identifier.urihttps://doi.org/10.1080/02664763.2014.1000275
dc.identifier.urihttps://hdl.handle.net/20.500.12452/13037
dc.identifier.volume42en_US
dc.identifier.wosWOS:000353506000006en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Ltden_US
dc.relation.ispartofJournal Of Applied Statisticsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subject62f10en_US
dc.subject60e05en_US
dc.subject62-07en_US
dc.subjectLeast Squaresen_US
dc.subjectPercentile Methoden_US
dc.subjectMaximum Likelihooden_US
dc.subjectLogarithmic Momentsen_US
dc.subjectMomentsen_US
dc.subjectMixture Distributionen_US
dc.titleA comparison of the parameter estimation methods for bimodal mixture Weibull distribution with complete dataen_US
dc.typeArticleen_US

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