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dc.contributor.author | Mendoza Aguilar, Judit![]() |
es_ES |
dc.contributor.author | Ramos-Real, Francisco![]() |
es_ES |
dc.contributor.author | Ramírez-Díaz, Alfredo![]() |
es_ES |
dc.coverage.spatial | east=-3.74922; north=40.46366700000001; name=Espanya | es_ES |
dc.date.accessioned | 2024-01-11T11:51:41Z | |
dc.date.available | 2024-01-11T11:51:41Z | |
dc.date.issued | 2023-09-22 | |
dc.identifier.isbn | 9788413960869 | |
dc.identifier.uri | http://hdl.handle.net/10251/201783 | |
dc.description.abstract | [EN] This paper analyzes energy poverty in Spain between 2016 and 2021, using the new European primary indicators that relate household income to their energy expenditure, called expenditure-based indicators. The objective of the study is to determine the characteristics of the households most vulnerable to energy poverty in Spain, that is, with a greater probability of incurring in this situation. The determinants that influence energy poverty are identified through machine learning models: linear regression using bootstraping and random forest using repeated cross-validation. The problem addressed is key in the current economic and regulatory context of the energy transition, and it is essential to provide tools to measure its impact and analyze the causes. | es_ES |
dc.language | Inglés | es_ES |
dc.publisher | Editorial Universitat Politècnica de València | es_ES |
dc.relation.ispartof | 5th International Conference on Advanced Research Methods and Analytics (CARMA 2023) | |
dc.rights | Reconocimiento - No comercial - Compartir igual (by-nc-sa) | es_ES |
dc.subject | Energy poverty | es_ES |
dc.subject | Linear regression | es_ES |
dc.subject | Primary indicators | es_ES |
dc.subject | Machine learning | es_ES |
dc.subject | Random forest | es_ES |
dc.title | Measuring energy poverty in Spain with the new EU expenditure-based indicators | es_ES |
dc.type | Capítulo de libro | es_ES |
dc.type | Comunicación en congreso | es_ES |
dc.rights.accessRights | Abierto | es_ES |
dc.description.bibliographicCitation | Mendoza Aguilar, J.; Ramos-Real, F.; Ramírez-Díaz, A. (2023). Measuring energy poverty in Spain with the new EU expenditure-based indicators. Editorial Universitat Politècnica de València. 213-214. http://hdl.handle.net/10251/201783 | es_ES |
dc.description.accrualMethod | OCS | es_ES |
dc.relation.conferencename | CARMA 2023 - 5th International Conference on Advanced Research Methods and Analytics | es_ES |
dc.relation.conferencedate | Junio 28-30, 2023 | es_ES |
dc.relation.conferenceplace | Sevilla, España | es_ES |
dc.relation.publisherversion | http://ocs.editorial.upv.es/index.php/CARMA/CARMA2023/paper/view/16443 | es_ES |
dc.description.upvformatpinicio | 213 | es_ES |
dc.description.upvformatpfin | 214 | es_ES |
dc.type.version | info:eu-repo/semantics/publishedVersion | es_ES |
dc.relation.pasarela | OCS\16443 | es_ES |