Ridge-type pretest and shrinkage estimations in partially linear models

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dc.authoridYuzbasi, Bahadir/0000-0002-6196-3201;
dc.authorwosidAydin, Dursun/O-7618-2014
dc.authorwosidYuzbasi, Bahadir/F-6907-2013
dc.authorwosidAhmed, Syed/GSN-7305-2022
dc.contributor.authorYuzbasi, Bahadir
dc.contributor.authorAhmed, S. Ejaz
dc.contributor.authorAydin, Dursun
dc.date.accessioned2024-08-04T20:44:06Z
dc.date.available2024-08-04T20:44:06Z
dc.date.issued2020
dc.departmentİnönü Üniversitesien_US
dc.description.abstractIn this paper, we suggest pretest and shrinkage ridge regression estimators for a partially linear regression model, and compare their performance with some penalty estimators. We investigate the asymptotic properties of proposed estimators. We also consider a Monte Carlo simulation comparison, and a real data example is presented to illustrate the usefulness of the suggested methods.en_US
dc.identifier.doi10.1007/s00362-017-0967-8
dc.identifier.endpage898en_US
dc.identifier.issn0932-5026
dc.identifier.issn1613-9798
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85034669368en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage869en_US
dc.identifier.urihttps://doi.org/10.1007/s00362-017-0967-8
dc.identifier.urihttps://hdl.handle.net/11616/98035
dc.identifier.volume61en_US
dc.identifier.wosWOS:000521172800016en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofStatistical Papersen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectPretest estimationen_US
dc.subjectShrinkage estimationen_US
dc.subjectRidge regressionen_US
dc.subjectSmoothing splineen_US
dc.subjectPartially linear modelen_US
dc.titleRidge-type pretest and shrinkage estimations in partially linear modelsen_US
dc.typeArticleen_US

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