dc.creator | Pardo Fernández, Juan Carlos | es |
dc.creator | Jiménez Gamero, María Dolores | es |
dc.creator | El Ghouch, Anouar | es |
dc.date.accessioned | 2017-01-19T11:02:40Z | |
dc.date.available | 2017-01-19T11:02:40Z | |
dc.date.issued | 2015-03 | |
dc.identifier.citation | Pardo Fernández, J.C., Jiménez Gamero, M.D. y El Ghouch, A. (2015). A non-parametric ANOVA-type test for regression curves based on characteristic functions. Scandinavian Journal of Statistics, 42 (1), 197-213. | |
dc.identifier.issn | 0303-6898 | es |
dc.identifier.issn | 1467-9469 | es |
dc.identifier.uri | http://hdl.handle.net/11441/52471 | |
dc.description.abstract | This article studies a new procedure to test for the equality of k regression
curves in a fully nonparametric context. The test is based on the comparison of empirical estimators of the characteristic functions of the regression residuals in each population. The asymptotic behaviour of the test statistic is studied in detail. It is shown that under the null hypothesis the distribution of the test statistic converges to a finite combination of independent χ21
random variables. The coefficients in this linear combination can be consistently estimated. The proposed test is able to detect contiguous alternatives converging to the null at the rate n−1/2. The practical
performance of the test based on the asymptotic null distribution is investigated by means of simulations. | es |
dc.description.sponsorship | Ministerio de CIencia e Innovación | es |
dc.description.sponsorship | Fondo Europeo de Desarrollo Regional | es |
dc.description.sponsorship | Universidad de Jaén | es |
dc.description.sponsorship | Caja Rural Provincial de Jaén | es |
dc.description.sponsorship | Belgian Science Policy | es |
dc.description.sponsorship | Académie universitaire Louvain | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Wiley | es |
dc.relation.ispartof | Scandinavian Journal of Statistics, 42 (1), 197-213. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Comparison of regression curves | es |
dc.subject | Empirical characteristic function | es |
dc.subject | Non-parametric regression | es |
dc.subject | Regression residuals | es |
dc.title | A non-parametric ANOVA-type test for regression curves based on characteristic functions | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Estadística e Investigación Operativa | es |
dc.relation.projectID | MTM2011-23204 | es |
dc.relation.projectID | UJA2013/08/01 | es |
dc.relation.projectID | P6/03 | es |
dc.relation.projectID | 11/16-039 | es |
dc.relation.publisherversion | http://onlinelibrary.wiley.com/doi/10.1111/sjos.12102/epdf | es |
dc.identifier.doi | 10.1111/sjos.12102 | es |
dc.contributor.group | Universidad de Sevilla. FQM153: Estadística e Investigación Operativa | es |
idus.format.extent | 26 p. | es |
dc.journaltitle | Scandinavian Journal of Statistics | es |
dc.publication.volumen | 42 | es |
dc.publication.issue | 1 | es |
dc.publication.initialPage | 197 | es |
dc.publication.endPage | 213 | es |