Efficiency of the generalized difference-based liu estimators in semiparametric regression models with correlated errors

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dc.authoridroozbeh, mahdi -- 0000-0001-8381-738X; Arashi, Mohammad -- 0000-0002-5881-9241; Akdeniz, Esra -- 0000-0002-3549-5416
dc.contributor.authorAkdeniz, Fikri
dc.contributor.authorDuran, Esra Akdeniz
dc.contributor.authorRoozbeh, Mahdi
dc.contributor.authorArashi, Mohammad
dc.date.accessioned12.07.201910:50:10
dc.date.accessioned2019-07-12T15:27:59Z
dc.date.available12.07.201910:50:10
dc.date.available2019-07-12T15:27:59Z
dc.date.issued2015
dc.departmentFen Edebiyat Fakültesien_US
dc.description46th Statistical Computing Conference -- JUL 20-23, 2013 -- Reisensburg, GERMANYen_US
dc.descriptionWOS: 000344384800012en_US
dc.description.abstractIn this paper, a generalized difference-based estimator is introduced for the vector parameter beta in the semiparametric regression model when the errors are correlated. A generalized difference-based Liu estimator is defined for the vector parameter beta in the semiparametric regression model. Under the linear nonstochastic constraint R beta=r, the generalized restricted difference-based Liu estimator is given. The risk function for the beta<SIC>(GRD)(eta) associated with weighted balanced loss function is presented. The performance of the proposed estimators is evaluated by a simulated data set.en_US
dc.identifier.doi10.1080/00949655.2013.806924
dc.identifier.endpage165en_US
dc.identifier.issn0094-9655
dc.identifier.issn1563-5163
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-84908238120
dc.identifier.scopusqualityQ2
dc.identifier.startpage147en_US
dc.identifier.urihttps://doi.org/10.1080/00949655.2013.806924
dc.identifier.urihttps://hdl.handle.net/20.500.12507/575
dc.identifier.volume85en_US
dc.identifier.wosWOS:000344384800012
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherTAYLOR & FRANCIS LTDen_US
dc.relation.ispartofJournal of Statıstıcal Computatıon and Simulatıon
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectBalanced Loss Functionen_US
dc.subjectDifference-Based Estimatoren_US
dc.subjectGeneralized Liu Estimatoren_US
dc.subjectGeneralized Difference-Based Restricted Liu estimatoren_US
dc.subjectSemiparametric Regression Modelen_US
dc.titleEfficiency of the generalized difference-based liu estimators in semiparametric regression models with correlated errors
dc.typeArticle

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