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dc.creatorBoente Boente, Graciela Lina-
dc.creatorPardo Fernández, Juan Carlos-
dc.date2017-06-26T21:21:08Z-
dc.date2017-06-26T21:21:08Z-
dc.date2016-05-
dc.date2017-06-26T14:08:35Z-
dc.date.accessioned2019-04-29T15:54:45Z-
dc.date.available2019-04-29T15:54:45Z-
dc.identifierBoente Boente, Graciela Lina; Pardo Fernández, Juan Carlos; Robust testing for superiority between two regression curves; Elsevier Science; Computational Statistics And Data Analysis; 97; 5-2016; 151-168-
dc.identifier0167-9473-
dc.identifierhttp://hdl.handle.net/11336/18946-
dc.identifierCONICET Digital-
dc.identifierCONICET-
dc.identifier.urihttp://rodna.bn.gov.ar:8080/jspui/handle/bnmm/305182-
dc.descriptionThe problem of testing the null hypothesis that the regression functions of two populations are equal versus one-sided alternatives under a general nonparametric homoscedastic regression model is considered. To protect against atypical observations, the test statistic is based on the residuals obtained by using a robust estimate for the regression function under the null hypothesis. The asymptotic distribution of the test statistic is studied under the null hypothesis and under root−n local alternatives. A Monte Carlo study is performed to compare the finite sample behaviour of the proposed tests with the classical one obtained using local averages. A sensitivity analysis is carried on a real data set.-
dc.descriptionFil: Boente Boente, Graciela Lina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Investigaciones Matemáticas "Luis A. Santaló". Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Investigaciones Matemáticas "Luis A. Santaló"; Argentina-
dc.descriptionFil: Pardo Fernández, Juan Carlos. Universidad de Vigo; España-
dc.formatapplication/pdf-
dc.formatapplication/pdf-
dc.languageeng-
dc.publisherElsevier Science-
dc.relationinfo:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1016/j.csda.2015.12.002-
dc.relationinfo:eu-repo/semantics/altIdentifier/url/http://www.sciencedirect.com/science/article/pii/S0167947315003023-
dc.rightsinfo:eu-repo/semantics/restrictedAccess-
dc.rightshttps://creativecommons.org/licenses/by-nc-nd/2.5/ar/-
dc.sourcereponame:CONICET Digital (CONICET)-
dc.sourceinstname:Consejo Nacional de Investigaciones Científicas y Técnicas-
dc.sourceinstacron:CONICET-
dc.subjectHypothesis testing-
dc.subjectNonparametric regression models-
dc.subjectRobust inference-
dc.subjectSmoothing techniques-
dc.subjectEstadística y Probabilidad-
dc.subjectMatemáticas-
dc.subjectCIENCIAS NATURALES Y EXACTAS-
dc.titleRobust testing for superiority between two regression curves-
dc.typeinfo:eu-repo/semantics/article-
dc.typeinfo:eu-repo/semantics/publishedVersion-
dc.typeinfo:ar-repo/semantics/articulo-
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