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...
| Autores: | , , |
|---|---|
| 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 |
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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 |
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Universidad ESAN |
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ESAN |
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ESAN |
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Revistas - Universidad ESAN |
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Revistas - Universidad ESAN |
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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).
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).