Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica

Descripción del Articulo

Calibration of the Nelson-Siegel (NS) model to adjust to sovereign yield curves has been found to be problematic since the model exhibits a correlation between its factors, and generates objective functions with local multiple optima. These problems are often disregarded in the Colombian market, eno...

Descripción completa

Detalles Bibliográficos
Autores: Velásquez Giraldo, Mateo, Gutiérrez Betancur, Juan Carlos, Almonacid Hurtado, Paula María
Formato: artículo
Fecha de Publicación:2016
Institución:Universidad ESAN
Repositorio:Revistas - Universidad ESAN
Lenguaje:español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/140
Enlace del recurso:https://revistas.esan.edu.pe/index.php/jefas/article/view/140
Nivel de acceso:acceso abierto
Materia:Incremental search
Calibration
Sovereign yield curve
Differential evolution
Metaheuristic
Nelson-Siegel-Svensson
id REVESAN_ed0742c2d61e4d9175e5187546f32fb5
oai_identifier_str oai:ojs.pkp.sfu.ca:article/140
network_acronym_str REVESAN
network_name_str Revistas - Universidad ESAN
repository_id_str .
spelling Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica Velásquez Giraldo, Mateo Gutiérrez Betancur, Juan Carlos Almonacid Hurtado, Paula María Incremental searchCalibrationSovereign yield curveDifferential evolutionMetaheuristicNelson-Siegel-SvenssonCalibration of the Nelson-Siegel (NS) model to adjust to sovereign yield curves has been found to be problematic since the model exhibits a correlation between its factors, and generates objective functions with local multiple optima. These problems are often disregarded in the Colombian market, enough importance is not being given to the calibration process. This study aims to evaluate two non-gradient based methods for solving the non-linear least squares problem: the differential evolution metaheuristic and an incremental search procedure on the non-linear parameters. Comparisons of the results are made in terms of the achieved fit, consistency (for the metaheuristic) and the shapes obtained for the curves. The same procedure is carried out on the Nelson-Siegel-Svensson (NSS) model, evaluating the advisability of its use in the local market. Doi: https://doi.org/10.1016/j.jefas.2016.06.​003Universidad ESAN2016-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionPeer-reviewed Articleapplication/pdfhttps://revistas.esan.edu.pe/index.php/jefas/article/view/140Journal of Economics, Finance and Administrative Science; Vol. 21 No. 41 (2016): July - December; 73-80Journal of Economics, Finance and Administrative Science; Vol. 21 Núm. 41 (2016): July - December; 73-802218-06482077-1886reponame:Revistas - Universidad ESANinstname:Universidad ESANinstacron:ESANspahttps://revistas.esan.edu.pe/index.php/jefas/article/view/140/110Copyright (c) 2016 Journal of Economics, Finance and Administrative Sciencehttps://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:ojs.pkp.sfu.ca:article/1402021-08-17T23:25:53Z
dc.title.none.fl_str_mv Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica
title Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica
spellingShingle Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica
Velásquez Giraldo, Mateo
Incremental search
Calibration
Sovereign yield curve
Differential evolution
Metaheuristic
Nelson-Siegel-Svensson
title_short Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica
title_full Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica
title_fullStr Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica
title_full_unstemmed Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica
title_sort Calibración de parámetros de los modelos de tasas de interés NS y NSS para Colombia: una nota técnica
dc.creator.none.fl_str_mv Velásquez Giraldo, Mateo
Gutiérrez Betancur, Juan Carlos
Almonacid Hurtado, Paula María
author Velásquez Giraldo, Mateo
author_facet Velásquez Giraldo, Mateo
Gutiérrez Betancur, Juan Carlos
Almonacid Hurtado, Paula María
author_role author
author2 Gutiérrez Betancur, Juan Carlos
Almonacid Hurtado, Paula María
author2_role author
author
dc.subject.none.fl_str_mv Incremental search
Calibration
Sovereign yield curve
Differential evolution
Metaheuristic
Nelson-Siegel-Svensson
topic Incremental search
Calibration
Sovereign yield curve
Differential evolution
Metaheuristic
Nelson-Siegel-Svensson
description Calibration of the Nelson-Siegel (NS) model to adjust to sovereign yield curves has been found to be problematic since the model exhibits a correlation between its factors, and generates objective functions with local multiple optima. These problems are often disregarded in the Colombian market, enough importance is not being given to the calibration process. This study aims to evaluate two non-gradient based methods for solving the non-linear least squares problem: the differential evolution metaheuristic and an incremental search procedure on the non-linear parameters. Comparisons of the results are made in terms of the achieved fit, consistency (for the metaheuristic) and the shapes obtained for the curves. The same procedure is carried out on the Nelson-Siegel-Svensson (NSS) model, evaluating the advisability of its use in the local market. Doi: https://doi.org/10.1016/j.jefas.2016.06.​003
publishDate 2016
dc.date.none.fl_str_mv 2016-12-01
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.esan.edu.pe/index.php/jefas/article/view/140
url https://revistas.esan.edu.pe/index.php/jefas/article/view/140
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.esan.edu.pe/index.php/jefas/article/view/140/110
dc.rights.none.fl_str_mv Copyright (c) 2016 Journal of Economics, Finance and Administrative Science
https://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2016 Journal of Economics, Finance and Administrative Science
https://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidad ESAN
publisher.none.fl_str_mv Universidad ESAN
dc.source.none.fl_str_mv Journal of Economics, Finance and Administrative Science; Vol. 21 No. 41 (2016): July - December; 73-80
Journal of Economics, Finance and Administrative Science; Vol. 21 Núm. 41 (2016): July - December; 73-80
2218-0648
2077-1886
reponame:Revistas - Universidad ESAN
instname:Universidad ESAN
instacron:ESAN
instname_str Universidad ESAN
instacron_str ESAN
institution ESAN
reponame_str Revistas - Universidad ESAN
collection Revistas - Universidad ESAN
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1846878341011865600
score 12.636967
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).