Stochastic restricted Liu predictors in linear mixed models

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dc.authorid0000-0001-5632-001Xen_US
dc.contributor.authorKuran, Özge
dc.contributor.authorÖzkale, M. Revan
dc.date.accessioned2022-12-07T12:00:00Z
dc.date.available2022-12-07T12:00:00Z
dc.date.issued2021en_US
dc.departmentDicle Üniversitesi, Fen Fakültesi, İstatistik Bölümüen_US
dc.description.abstractIn this article, we propose the stochastic restricted Liu predictors by augmenting the stochastic restrictions to the linear mixed models. The Liu biasing parameter is selected via generalized cross validation (GCV) criterion. Comparisons between the stochastic restricted Liu estimators and several other estimators, namely the BLUE, the mixed and Liu estimators are made through the mean square error matrix criterion. Finally, a numerical example and a simulation study are done to show the performance of the estimators.en_US
dc.identifier.citationKuran, Ö. ve Özkale, M.R. (2021). Stochastic restricted Liu predictors in linear mixed models. Communications in Statistics - Simulation and Computation, 50(9), 2561-2580en_US
dc.identifier.doi10.1080/03610918.2021.1957110
dc.identifier.endpage2580en_US
dc.identifier.issn1532-4141
dc.identifier.issn0361-0918
dc.identifier.issue9en_US
dc.identifier.scopus2-s2.0-85111635336
dc.identifier.scopusqualityQ2
dc.identifier.startpage2561en_US
dc.identifier.urihttps://www.tandfonline.com/doi/epdf/10.1080/03610918.2021.1957110?needAccess=true&role=button
dc.identifier.urihttps://hdl.handle.net/11468/10965
dc.identifier.volume50en_US
dc.identifier.wosWOS:000679282600001
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKuran, Özge
dc.language.isoenen_US
dc.publisherTaylor & Francisen_US
dc.relation.ispartofCommunications in Statistics - Simulation and Computation
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectGeneralized cross validationen_US
dc.subjectLinear mixed modelen_US
dc.subjectLiu predictoren_US
dc.subjectStochastic restrictionsen_US
dc.titleStochastic restricted Liu predictors in linear mixed modelsen_US
dc.titleStochastic restricted Liu predictors in linear mixed models
dc.typeArticleen_US

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