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dc.contributor.authorAlpu, Özlem
dc.contributor.authorKan Kılınç, Betül
dc.contributor.authorYazıcı, Berna
dc.date.accessioned2019-10-20T09:31:44Z
dc.date.available2019-10-20T09:31:44Z
dc.date.issued2011
dc.identifier.issn1012-9367
dc.identifier.urihttps://hdl.handle.net/11421/17772
dc.description.abstractNonparametric approach is more flexible than parametric approach in assuming that f belongs to a smooth family of functions. Hence, a nonparametric approach does not require an assumption of linearity. Based on our motivating applications, mainly the approach to nonparametric regression is used on clearness index of Eskisehir, Turkey. In this study, cubic regression splines (CRS), thin plate regression splines (TPRS), multivariate adaptive regression splines (MARS) are defined to explore the shape of the functional relationship of the data by constructing numerous models for each. Thin plate regression spline gives the best results for the model in which monthly average daily extraterrestrial radiation on horizontal surface taken as a parametric component and monthly average soil temperature, monthly average sunshine hours are taken as nonparametric components for this data seten_US
dc.language.isoengen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectClearness Indexen_US
dc.subjectCubic Regression Splinesen_US
dc.subjectMultivariate Adaptive Regression Splinesen_US
dc.subjectNonparametric Regressionen_US
dc.subjectSemiparametric Regressionen_US
dc.subjectThin Plate Regression Splinesen_US
dc.titleEstimation of clearness index model via CRS, TPRS and marsen_US
dc.typearticleen_US
dc.relation.journalPakistan Journal of Statisticsen_US
dc.contributor.departmentAnadolu Üniversitesi, Fen Fakültesi, İstatistik Bölümüen_US
dc.identifier.volume27en_US
dc.identifier.issue1en_US
dc.identifier.startpage95en_US
dc.identifier.endpage109en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.contributor.institutionauthorKan Kılınç, Betül
dc.contributor.institutionauthorYazıcı, Berna


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