Henderson's method approach to Kernel prediction in partially linear mixed models

Basit Öğe Kaydı
dc.authorid0000-0001-5632-001Xen_US
dc.authorid0000-0001-7283-9225en_US
dc.contributor.authorKuran, Özge
dc.contributor.authorYalaz, Seçil
dc.date.accessioned2023-07-03T11:53:34Z
dc.date.available2023-07-03T11:53:34Z
dc.date.issued2020en_US
dc.departmentDicle Üniversitesi, Fen Fakültesi, İstatistik Bölümüen_US
dc.description.abstractIn this article, we propose Kernel prediction in partially linear mixed models by usingHenderson's method approach. We derive the Kernel estimator and the Kernel predictor viathe mixed model equations (MMEs) of Henderson's that they give the best linear unbiasedestimation (BLUE) of the fixed effects parameters and the nonparametric functioncomputationally easier and the best linear unbiased prediction (BLUP) of the random effectsparameters as by-products. Additionally, asymptotic property of the Kernel estimator isinvestigated. A Monte Carlo simulation study is supported to illustrate the performance ofKernel prediction in partially linear mixed models and then, we finalize the article with thehelp of conclusion and discussion part to summarize the findings.en_US
dc.identifier.citationKuran, Ö. ve Yalaz, S. (2020). Henderson's method approach to Kernel prediction in partially linear mixed models. Cumhuriyet Science Journal, 41(3), 571-579.en_US
dc.identifier.doi10.17776/csj.671812
dc.identifier.endpage579en_US
dc.identifier.issn2587-2680
dc.identifier.issn2587-246X
dc.identifier.issue3en_US
dc.identifier.startpage571en_US
dc.identifier.trdizinid456453
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/456453
dc.identifier.urihttps://hdl.handle.net/11468/12145
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/456453
dc.identifier.volume41en_US
dc.indekslendigikaynakTR-Dizin
dc.institutionauthorKuran, Özge
dc.institutionauthorYalaz, Seçil
dc.language.isoenen_US
dc.publisherSivas Cumhuriyet Üniversitesi Fen Fakültesien_US
dc.relation.ispartofCumhuriyet Science Journal
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectHenderson’s methoden_US
dc.subjectKernel estimatoren_US
dc.subjectKernel predictoren_US
dc.subjectPartially linear mixed modelen_US
dc.subjectSemiparametric modelen_US
dc.titleHenderson's method approach to Kernel prediction in partially linear mixed modelsen_US
dc.titleHenderson's method approach to Kernel prediction in partially linear mixed models
dc.typeArticleen_US

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
Küçük Resim
İsim:
Henderson's method approach to Kernel prediction in partially linear mixed models.pdf
Boyut:
1.26 MB
Biçim:
Adobe Portable Document Format
Açıklama:
Makale Dosyası
İndir
Lisans paketi
Listeleniyor 1 - 1 / 1
[ X ]
İsim:
license.txt
Boyut:
1.44 KB
Biçim:
Item-specific license agreed upon to submission
Açıklama:
İndir

Koleksiyon

İstatistik Bölümü Koleksiyonu
TR-Dizin İndeksli Yayınlar Koleksiyonu