A review of DAN2 model

In this paper we prove that the original DAN2 model can be rewritten as an additive model. We show that our formulation has several advantages: first, it reduces the total number of parameters to estimate; second, it allows estimating all the linear parameters using ordinary least squares or ridge r...

Full description

Autores:: Velasquez Henao, Juan David
Franco Cardona, Carlos Jaime
Olaya Morales, Yris

Tipo de recurso:: Article of journal

Fecha de publicación:: 2012

Institución:: Pontificia Universidad Javeriana

Repositorio:: Repositorio Universidad Javeriana

Idioma:: spa

id	JAVERIANA2_977cbf45ac66d68738ea0f25e8d18cb7
oai_identifier_str	oai:repository.javeriana.edu.co:10554/25588
network_acronym_str	JAVERIANA2
network_name_str	Repositorio Universidad Javeriana
repository_id_str
spelling	Atribución-NoComercial-SinDerivadas 4.0 Internacionalinfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Velasquez Henao, Juan DavidFranco Cardona, Carlos JaimeOlaya Morales, Yris2020-04-16T17:28:13Z2020-04-16T17:28:13Z2012-03-16http://revistas.javeriana.edu.co/index.php/iyu/article/view/14442011-27690123-2126http://hdl.handle.net/10554/25588In this paper we prove that the original DAN2 model can be rewritten as an additive model. We show that our formulation has several advantages: first, it reduces the total number of parameters to estimate; second, it allows estimating all the linear parameters using ordinary least squares or ridge regression; and, finally, it improves the search for the global minimum of the error function used to estimate the model parameters. To assess the effectiveness of our approach, we estimate two models for one of the time series used as a benchmark when the original DAN2 model was proposed. The results indicate that our approach is able to find models with similar or better accuracy than the original DAN2.PDFapplication/pdfapplication/vnd.openxmlformats-officedocument.wordprocessingml.documentspaPontificia Universidad Javerianahttp://revistas.javeriana.edu.co/index.php/iyu/article/view/1444/1850http://revistas.javeriana.edu.co/index.php/iyu/article/view/1444/17601Ingenieria y Universidad; Vol 16 No 1 (2012): January-June; 135Ingenieria y Universidad; Vol. 16 Núm. 1 (2012): Enero-Junio; 135A review of DAN2 modelhttp://purl.org/coar/version/c_970fb48d4fbd8a85Artículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/articleArticle10554/25588oai:repository.javeriana.edu.co:10554/255882023-03-29 12:44:07.74Repositorio Institucional - Pontificia Universidad Javerianarepositorio@javeriana.edu.co
dc.title.spa.fl_str_mv	A review of DAN2 model
title	A review of DAN2 model
spellingShingle	A review of DAN2 model
title_short	A review of DAN2 model
title_full	A review of DAN2 model
title_fullStr	A review of DAN2 model
title_full_unstemmed	A review of DAN2 model
title_sort	A review of DAN2 model
dc.creator.fl_str_mv	Velasquez Henao, Juan David Franco Cardona, Carlos Jaime Olaya Morales, Yris
dc.contributor.author.none.fl_str_mv	Velasquez Henao, Juan David Franco Cardona, Carlos Jaime Olaya Morales, Yris
description	In this paper we prove that the original DAN2 model can be rewritten as an additive model. We show that our formulation has several advantages: first, it reduces the total number of parameters to estimate; second, it allows estimating all the linear parameters using ordinary least squares or ridge regression; and, finally, it improves the search for the global minimum of the error function used to estimate the model parameters. To assess the effectiveness of our approach, we estimate two models for one of the time series used as a benchmark when the original DAN2 model was proposed. The results indicate that our approach is able to find models with similar or better accuracy than the original DAN2.
publishDate	2012
dc.date.created.none.fl_str_mv	2012-03-16
dc.date.accessioned.none.fl_str_mv	2020-04-16T17:28:13Z
dc.date.available.none.fl_str_mv	2020-04-16T17:28:13Z
dc.type.coar.fl_str_mv	http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.hasversion.none.fl_str_mv	http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.local.spa.fl_str_mv	Artículo de revista
dc.type.coar.none.fl_str_mv	http://purl.org/coar/resource_type/c_6501
dc.type.driver.none.fl_str_mv	info:eu-repo/semantics/article
dc.type.other.none.fl_str_mv	Article
format	http://purl.org/coar/resource_type/c_6501
dc.identifier.none.fl_str_mv	http://revistas.javeriana.edu.co/index.php/iyu/article/view/1444
dc.identifier.issn.none.fl_str_mv	2011-2769 0123-2126
dc.identifier.uri.none.fl_str_mv	http://hdl.handle.net/10554/25588
url	http://revistas.javeriana.edu.co/index.php/iyu/article/view/1444 http://hdl.handle.net/10554/25588
identifier_str_mv	2011-2769 0123-2126
dc.language.iso.none.fl_str_mv	spa
language	spa
dc.relation.uri.none.fl_str_mv	http://revistas.javeriana.edu.co/index.php/iyu/article/view/1444/1850 http://revistas.javeriana.edu.co/index.php/iyu/article/view/1444/17601
dc.relation.citationissue.eng.fl_str_mv	Ingenieria y Universidad; Vol 16 No 1 (2012): January-June; 135
dc.relation.citationissue.spa.fl_str_mv	Ingenieria y Universidad; Vol. 16 Núm. 1 (2012): Enero-Junio; 135
dc.rights.licence.*.fl_str_mv	Atribución-NoComercial-SinDerivadas 4.0 Internacional
dc.rights.accessrights.none.fl_str_mv	info:eu-repo/semantics/openAccess
dc.rights.coar.spa.fl_str_mv	http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv	Atribución-NoComercial-SinDerivadas 4.0 Internacional http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv	openAccess
dc.format.spa.fl_str_mv	PDF
dc.format.mimetype.spa.fl_str_mv	application/pdf application/vnd.openxmlformats-officedocument.wordprocessingml.document
dc.publisher.eng.fl_str_mv	Pontificia Universidad Javeriana
institution	Pontificia Universidad Javeriana
repository.name.fl_str_mv	Repositorio Institucional - Pontificia Universidad Javeriana
repository.mail.fl_str_mv	repositorio@javeriana.edu.co
_version_	1814338098109087744

A review of DAN2 model

Publicaciones similares