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Artículo
The determination of a "least quantile of squares regression line" for all quantiles
dc.creator | Carrizosa Priego, Emilio José | es |
dc.creator | Plastria, Frank | es |
dc.date.accessioned | 2021-04-26T12:10:30Z | |
dc.date.available | 2021-04-26T12:10:30Z | |
dc.date.issued | 1994-09-01 | |
dc.identifier.citation | Carrizosa Priego, E.J. y Plastria, F. (1994). The determination of a "least quantile of squares regression line" for all quantiles. Computational Statistics & Data Analysis, 20 (5), 467-479. | |
dc.identifier.issn | 0167-9473 | es |
dc.identifier.uri | https://hdl.handle.net/11441/107826 | |
dc.description.abstract | Least median of squares regression has shown to be an extremely useful tool in robust regression analysis. In this note, we extend this concept to least quantile of squares regression, and propose a polynomial algorithm that finds simultaneously an estimator for each quantile. This leads to a proposal of a robust minimum scale regression line and a polynomial algorithm for its determination. | es |
dc.format | application/pdf | es |
dc.format.extent | 12 p. | es |
dc.language.iso | eng | es |
dc.publisher | Elsevier Science | es |
dc.relation.ispartof | Computational Statistics & Data Analysis, 20 (5), 467-479. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Least median of squares regression | es |
dc.subject | Robust regression | es |
dc.subject | Sweep-line technique | es |
dc.subject | Minquantile optimization | es |
dc.title | The determination of a "least quantile of squares regression line" for all quantiles | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | 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.publisherversion | https://doi.org/10.1016/0167-9473(94)00059-R | es |
dc.identifier.doi | 10.1016/0167-9473(94)00059-R | es |
dc.contributor.group | Universidad de Sevilla. FQM329: Optimizacion | es |
dc.journaltitle | Computational Statistics & Data Analysis | es |
dc.publication.volumen | 20 | es |
dc.publication.issue | 5 | es |
dc.publication.initialPage | 467 | es |
dc.publication.endPage | 479 | es |
Ficheros | Tamaño | Formato | Ver | Descripción |
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THE DETERMINATION OF A LEAST ... | 579.8Kb | [PDF] | Ver/ | |