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https://hdl.handle.net/20.500.14279/14733
Πεδίο DC | Τιμή | Γλώσσα |
---|---|---|
dc.contributor.author | Bárzana, Marta García | - |
dc.contributor.author | Colubi, Ana | - |
dc.contributor.author | Kontoghiorghes, Erricos John | - |
dc.contributor.other | Κοντογιώργης, Ερρίκος | - |
dc.date.accessioned | 2019-07-29T08:45:12Z | - |
dc.date.available | 2019-07-29T08:45:12Z | - |
dc.date.issued | 2015-01-01 | - |
dc.identifier.citation | Advances in Intelligent Systems and Computing Volume 315, 2015, Pages 185-191 | - |
dc.identifier.issn | 21945357 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.14279/14733 | - |
dc.description.abstract | © Springer International Publishing Switzerland 2015. A multiple interval-valued linear regression model considering all the cross-relationships between the mids and spreads of the intervals has been introduced recently. A least-squares estimation of the regression parameters has been carried out by transforming a quadratic optimization problem with inequality constraints into a linear complementary problem and using Lemke’s algorithm to solve it. Due to the irrelevance of certain cross-relationships, an alternative estimation process, the LASSO (Least Absolut Shrinkage and Selection Operator), is developed. A comparative study showing the differences between the proposed estimators is provided. | - |
dc.language.iso | en | - |
dc.relation.ispartof | Advances in Intelligent Systems and Computing | - |
dc.rights | © Springer International Publishing 2015. | - |
dc.subject | Interval-valued data | - |
dc.subject | Lasso estimation | - |
dc.subject | Multiple regression | - |
dc.subject | Constraint theory | - |
dc.title | Lasso estimation of an interval-valued multiple regression model | - |
dc.type | Article | - |
dc.collaboration | University of Oviedo | - |
dc.collaboration | Cyprus University of Technology | - |
dc.subject.category | Economics and Business | - |
dc.journals | Subscription Journal | - |
dc.country | Spain | - |
dc.country | Cyprus | - |
dc.subject.field | Social Sciences | - |
dc.publication | Peer Reviewed | - |
dc.identifier.doi | 10.1007/978-3-319-10765-3_22 | - |
dc.identifier.scopus | 2-s2.0-84921461829 | - |
dc.identifier.url | https://api.elsevier.com/content/abstract/scopus_id/84921461829 | - |
dc.contributor.orcid | #NODATA# | - |
dc.contributor.orcid | #NODATA# | - |
dc.contributor.orcid | #NODATA# | - |
dc.relation.volume | 315 | - |
cut.common.academicyear | 2015-2016 | - |
item.fulltext | No Fulltext | - |
item.languageiso639-1 | en | - |
item.grantfulltext | none | - |
item.openairecristype | http://purl.org/coar/resource_type/c_6501 | - |
item.cerifentitytype | Publications | - |
item.openairetype | article | - |
Εμφανίζεται στις συλλογές: | Άρθρα/Articles |
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