Wavelet estimation in nonparametric linear mixed-effects errors in variables model

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dc.authorid0000-0001-7283-9225en_US
dc.authorid0000-0001-5632-001Xen_US
dc.contributor.authorYalaz, Seçil
dc.contributor.authorKuran, Özge
dc.date.accessioned2024-01-11T12:15:46Z
dc.date.available2024-01-11T12:15:46Z
dc.date.issued2022en_US
dc.departmentDicle Üniversitesi, Fen Fakültesi, İstatistik Bölümüen_US
dc.description.abstractNonparametric linear mixed effects models are preferred due to overcome the restrictions of linear models which need to satisfy distributional assumptions. In these models, smoothing approaches are needed to handle nonparametric part and chosen according to the type of data. When there is a measurement error in the nonparametric part, these smoothing techniques become more complicated. In this paper, we propose wavelet approach to smooth nonparametric function under known measurement error in nonparametric linear mixed effects model and then, we predict random effects pa ra meter. Fu rt hermore, as imu lation study is done to demonstrate the theoretical findings b y c omparing w ith t he c ase i gnoring measurement error. The performances are much better for the proposed model than the no measurement error case.en_US
dc.identifier.citationYalaz, S. ve Kuran, Ö. (2022). Wavelet estimation in nonparametric linear mixed-effects errors in variables model. Sigma Journal of Engineering and Natural Sciences, 40(3), 630-639.en_US
dc.identifier.doi10.14744/sigma.2022.00067
dc.identifier.endpage639en_US
dc.identifier.issn1304-7191
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-85175320492
dc.identifier.scopusqualityQ3
dc.identifier.startpage630en_US
dc.identifier.urihttps://sigma.yildiz.edu.tr/article/1334
dc.identifier.urihttps://hdl.handle.net/11468/13175
dc.identifier.volume40en_US
dc.identifier.wosWOS:000888814700005
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorYalaz, Seçil
dc.institutionauthorKuran, Özge
dc.language.isoenen_US
dc.publisherYildiz Technical Universityen_US
dc.relation.ispartofSigma Journal of Engineering and Natural Sciences
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectErrors-in-variablesen_US
dc.subjectMeasurement erroren_US
dc.subjectNonparametric linear mixed effects modelen_US
dc.subjectWavelet estimationen_US
dc.subjectWavelet predictoren_US
dc.titleWavelet estimation in nonparametric linear mixed-effects errors in variables modelen_US
dc.titleWavelet estimation in nonparametric linear mixed-effects errors in variables model
dc.typeArticleen_US

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