A weighted stochastic restricted ridge estimator in partially linear model

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dc.contributor.authorWu, Jibo
dc.contributor.authorAsar, Yasin
dc.date.accessioned2024-02-23T14:20:14Z
dc.date.available2024-02-23T14:20:14Z
dc.date.issued2017
dc.departmentNEÜen_US
dc.description.abstractIn this article, we consider the estimation of a partially linear model when stochastic linear restrictions on the parameter components are assumed to hold. Based on the weighted mixed estimator, profile least-squares method, and ridge method, a weighted stochastic restricted ridge estimator of the parametric component is introduced. The properties of the new estimator are also discussed. Finally, a simulation study is given to show the performance of the new estimator.en_US
dc.description.sponsorshipNational Natural Science Foundation of China [11501072]en_US
dc.description.sponsorshipThis work was supported by the National Natural Science Foundation of China (Nos. 11501072).en_US
dc.identifier.doi10.1080/03610926.2016.1206936
dc.identifier.endpage9283en_US
dc.identifier.issn0361-0926
dc.identifier.issn1532-415X
dc.identifier.issue18en_US
dc.identifier.scopus2-s2.0-85020176134en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage9274en_US
dc.identifier.urihttps://doi.org/10.1080/03610926.2016.1206936
dc.identifier.urihttps://hdl.handle.net/20.500.12452/13072
dc.identifier.volume46en_US
dc.identifier.wosWOS:000407584900033en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Incen_US
dc.relation.ispartofCommunications In Statistics-Theory And Methodsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMulticollinearityen_US
dc.subjectPartially Linear Modelen_US
dc.subjectProfile Least-Squares Approachen_US
dc.subjectStochastic Linear Restrictionsen_US
dc.subjectWeighted Mixed Estimatoren_US
dc.titleA weighted stochastic restricted ridge estimator in partially linear modelen_US
dc.typeArticleen_US

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