Comparisons of six different estimation methods for log-Kumaraswamy distribution

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dc.contributor.authorTanis, Caner.
dc.contributor.authorSaracoglu, Bugra.
dc.date.accessioned2020-03-26T20:13:07Z
dc.date.available2020-03-26T20:13:07Z
dc.date.issued2019
dc.departmentSelçuk Üniversitesi, Fen Fakültesi, İstatistik Bölümüen_US
dc.description.abstractIn this paper, it is considered the problem of estimation of unknown parameters of log-Kumaraswamy distribution via Monte-Carlo simulations. Firstly, it is described six different estimation methods such as maximum likelihood, approximate bayesian, least-squares, weighted least-squares, percentile, and Cramer-von-Mises. Then, it is performed a Monte-Carlo simulation study to evaluate the performances of these methods according to the biases and mean-squared errors of the estimators. Furthermore, two real data applications based on carbon fibers and the gauge lengths are presented to compare the fits of log-Kumaraswamy and other fitted statistical distributions.en_US
dc.identifier.citationTaniş, C., Saracoglu, B. (2019). Comparisons of Six Different Estimation Methods for Log-Kumaraswamy Distribution. Thermal Science, 23(6), S1839-S1847.
dc.identifier.doi10.2298/TSCI190411344Ten_US
dc.identifier.endpageS1847en_US
dc.identifier.issn0354-9836en_US
dc.identifier.issn2334-7163en_US
dc.identifier.startpageS1839en_US
dc.identifier.urihttps://dx.doi.org/10.2298/TSCI190411344T
dc.identifier.urihttps://hdl.handle.net/20.500.12395/37624
dc.identifier.volume23en_US
dc.identifier.wosWOS:000509489100005en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.institutionauthorTanis, Caner.
dc.institutionauthorSaracoglu, Bugra.
dc.language.isoenen_US
dc.publisherVINCA INST NUCLEAR SCIen_US
dc.relation.ispartofTHERMAL SCIENCEen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectlog-Kumaraswamy distributionen_US
dc.subjectmaximum likelihood estimationen_US
dc.subjectCramer-von-Mises estimation methoden_US
dc.subjectleast-squares estimationen_US
dc.subjectpercentile estimationen_US
dc.subjectMonte-Carlo simulationen_US
dc.titleComparisons of six different estimation methods for log-Kumaraswamy distributionen_US
dc.typeArticleen_US

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