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A dynamic regression model for air pollen concentration
dc.contributor.author | Ocaña Peinado, Francisco | |
dc.contributor.author | Valderrama Bonnet, Mariano José | |
dc.contributor.author | Aguilera Del Pino, Ana María | |
dc.date.accessioned | 2022-02-24T09:14:16Z | |
dc.date.available | 2022-02-24T09:14:16Z | |
dc.date.issued | 2008-03 | |
dc.identifier.citation | Ocana-Peinado, F., Valderrama, M.J. & Aguilera, A.M. A dynamic regression model for air pollen concentration. Stoch Environ Res Risk Assess 22, 59–63 (2008). https://doi.org/10.1007/s00477-007-0153-y | es_ES |
dc.identifier.uri | http://hdl.handle.net/10481/72987 | |
dc.description.abstract | A transfer function model with multiplicative intervention variable is proposed in this paper in order to forecast air pollen concentration using the temperature as input series. The inertia process is at the same time modelled by means of a principal component analysis (PCA) after a suitable time rescaling. The final model is tested with cypress pollen data recorded in Granada (Spain) along 11 years. | es_ES |
dc.description.sponsorship | Project MTM2004-05992 of the Ministerio de Ciencia y Tecnología, Spain and the Research Group FQM-307 of the Consejería de Educación y Ciencia de la Junta de Andalucía | es_ES |
dc.language.iso | eng | es_ES |
dc.publisher | Springer | es_ES |
dc.rights | Atribución-SinDerivadas 3.0 España | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nd/3.0/es/ | * |
dc.subject | Transfer function model | es_ES |
dc.subject | ARIMA | es_ES |
dc.subject | Principal Component Analysis | es_ES |
dc.subject | Air pollen concentration | es_ES |
dc.title | A dynamic regression model for air pollen concentration | es_ES |
dc.type | journal article | es_ES |
dc.rights.accessRights | embargoed access | es_ES |
dc.identifier.doi | https://doi.org/10.1007/s00477-007-0153-y | |
dc.type.hasVersion | SMUR | es_ES |