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Inducing Non-Orthogonal and Non-Linear Decision Boundaries in Decision Trees via Interactive Basis Functions

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dc.contributor.authorCamacho, Maximo
dc.contributor.authorLopez, Fernando
dc.contributor.authorPaez, Antonio
dc.contributor.authorRuiz, Manuel
dc.contributor.departmentMétodos Cuantitativos para la Economía y la Empresa
dc.date.accessioned2024-01-11T13:01:41Z
dc.date.available2024-01-11T13:01:41Z
dc.date.issued2019-05-15
dc.description© 2019. This document is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/ This document is the submitted version of a published work that appeared in final form in Expert Systems with Applicationses
dc.description.abstractWe use a local projection approach to analyze the effect of economic recessions on income inequality in a comprehensive sample of 43 countries from 1960 to 2016. Although we consider both business-cycle and growth-cycle recessions, we fail to find evidence of significant positive impacts of economic downturns on income distribution, once controls are added to the model. However, we do find important differences across countries, which mainly depend on the degree of economic development.es
dc.formatapplication/pdfes
dc.format.extent52es
dc.identifier.citationExpert Systems with Applications; Volume 122, 15 May 2019, Pages 183-206
dc.identifier.doihttps://doi.org/10.1016/j.eswa.2018.12.041
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.urihttp://hdl.handle.net/10201/137205
dc.languageenges
dc.publisherElsevieres
dc.relationECO2015-65758-P; ECO2015-65637-P; ECO2016-76178-P; 19884/GERM/15es
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S0957417418308091?via%3Dihubes
dc.rightsinfo:eu-repo/semantics/openAccesses
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subjectDecision treeses
dc.subjectOblique partitionses
dc.subjectNon-linear partitionses
dc.subjectInteractive basis functionses
dc.subjectClassificationes
dc.subjectRegressiones
dc.subject.otherCDU::3 - Ciencias socialeses
dc.titleInducing Non-Orthogonal and Non-Linear Decision Boundaries in Decision Trees via Interactive Basis Functionses
dc.typeinfo:eu-repo/semantics/articlees
dspace.entity.typePublicationes
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