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dc.contributor.author | Delicado, Pedro |
dc.contributor.author | del Río, Manuel |
dc.contributor.other | Universitat Pompeu Fabra. Departament d'Economia i Empresa |
dc.date.accessioned | 2017-07-26T10:50:03Z |
dc.date.available | 2017-07-26T10:50:03Z |
dc.date.issued | 1996-03-01 |
dc.identifier | https://econ-papers.upf.edu/ca/paper.php?id=164 |
dc.identifier.citation | Communications in Statistics. Theory and methods, 26(12), 2983-2998, 1997 |
dc.identifier.uri | http://hdl.handle.net/10230/322 |
dc.description.abstract | In the fixed design regression model, additional weights are considered for the Nadaraya--Watson and Gasser--M\"uller kernel estimators. We study their asymptotic behavior and the relationships between new and classical estimators. For a simple family of weights, and considering the IMSE as global loss criterion, we show some possible theoretical advantages. An empirical study illustrates the performance of the weighted estimators in finite samples. |
dc.format.mimetype | application/pdf |
dc.language.iso | eng |
dc.relation.ispartofseries | Economics and Business Working Papers Series; 164 |
dc.rights | L'accés als continguts d'aquest document queda condicionat a l'acceptació de les condicions d'ús establertes per la següent llicència Creative Commons |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.title | Weighted Kernel regression |
dc.title.alternative | Weighted nonparametric regression |
dc.type | info:eu-repo/semantics/workingPaper |
dc.date.modified | 2017-07-23T02:02:31Z |
dc.subject.keyword | asymptotic behavior |
dc.subject.keyword | fixed design |
dc.subject.keyword | nonparametric regression |
dc.subject.keyword | smoothing |
dc.subject.keyword | Statistics, Econometrics and Quantitative Methods |
dc.rights.accessRights | info:eu-repo/semantics/openAccess |