dc.contributor.author | Bárcena Ruiz, María Jesús | |
dc.contributor.author | Tusell Palmer, Fernando Jorge | |
dc.date.accessioned | 2011-12-23T12:36:13Z | |
dc.date.available | 2011-12-23T12:36:13Z | |
dc.date.issued | 2002 | |
dc.identifier.issn | 1134-8984 | |
dc.identifier.uri | http://hdl.handle.net/10810/5728 | |
dc.description.abstract | We address the problem of completing two files with records containing a fully observed common subset of variables. The tecnique investigated involves the use of regression and/or classification trees. An extension of current methodology (the intersection-seeking or "forest-climbing" algorithm) is proposed to deal with multivariate response variables. The method is demonstrated and shown to be feasible and have some desirable properties. | es |
dc.description.sponsorship | We thank for support the Spanish MEC (grant
PB98-0149). | es |
dc.language.iso | eng | es |
dc.relation.ispartofseries | Biltoki 2002.05 | |
dc.rights | info:eu-repo/semantics/openAccess | es |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/3.0/ | * |
dc.subject | file completion | es |
dc.subject | data imputation | es |
dc.subject | regression trees | es |
dc.title | Multivariate Data Imputation using Trees | es |
dc.type | info:eu-repo/semantics/workingPaper | es |
dc.rights.holder | Attribution-NonCommercial-ShareAlike 3.0 Unported | * |
dc.subject.jel | C14 | es |
dc.subject.jel | C12 | |
dc.identifier.repec | RePEc:ehu:biltok:200205 | es |
dc.departamentoes | Economía aplicada III (Econometría y Estadística) | es_ES |
dc.departamentoeu | Ekonomia aplikatua III (ekonometria eta estatistika) | es_ES |
dc.subject.categoria | MATHEMATICAL AND QUANTITATIVE METHODS | |