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https://doi.org/10.1016/j.eswa.2018.12.041
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| Título: | Inducing Non-Orthogonal and Non-Linear Decision Boundaries in Decision Trees via Interactive Basis Functions |
| Fecha de publicación: | 15-may-2019 |
| Editorial: | Elsevier |
| Cita bibliográfica: | Expert Systems with Applications; Volume 122, 15 May 2019, Pages 183-206 |
| ISSN: | 0957-4174 1873-6793 |
| Materias relacionadas: | CDU::3 - Ciencias sociales |
| Palabras clave: | Decision trees Oblique partitions Non-linear partitions Interactive basis functions Classification Regression |
| Resumen: | We 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. |
| Autor/es principal/es: | Camacho, Maximo Lopez, Fernando Paez, Antonio Ruiz, Manuel |
| Facultad/Departamentos/Servicios: | Facultades, Departamentos, Servicios y Escuelas::Departamentos de la UMU::Facultades, Departamentos, Servicios y Escuelas::Departamentos de la UMU Métodos Cuantitativos para la Economía y la Empresa |
| Versión del editor: | https://www.sciencedirect.com/science/article/pii/S0957417418308091?via%3Dihub |
| URI: | http://hdl.handle.net/10201/137205 |
| DOI: | https://doi.org/10.1016/j.eswa.2018.12.041 |
| Tipo de documento: | info:eu-repo/semantics/article |
| Número páginas / Extensión: | 52 |
| Derechos: | info:eu-repo/semantics/openAccess Attribution-NonCommercial-NoDerivatives 4.0 Internacional |
| Descripción: | © 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 Applications |
| Aparece en las colecciones: | Artículos: Métodos Cuantitativos para la Economía y la Empresa |
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|---|---|---|---|---|
| Trees.pdf | 4,22 MB | Adobe PDF |  Visualizar/Abrir |
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