Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filter

Descripción del Articulo

The official estimation for the term structure model in Colombia is based on the Nelson and Siegel (1987) development which is widely accepted and used. This estimation is based on the curve fitting with available data only for one day ahead making difficult to estimate the future zero-coupon yield...

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Detalles Bibliográficos
Autores: Maldonado Castaño, Rogelio, Zapata Rueda, Natalia, Pantoja Robayo, Javier Orlando
Formato: artículo
Fecha de Publicación:2014
Institución:Universidad ESAN
Repositorio:ESAN-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.esan.edu.pe:20.500.12640/1984
Enlace del recurso:https://revistas.esan.edu.pe/index.php/jefas/article/view/183
https://hdl.handle.net/20.500.12640/1984
https://doi.org/10.1016/j.jefas.2014.07.001
Nivel de acceso:acceso abierto
Materia:Term structure
Kalman filter
Dynamic estimation
Estructura de plazos
Filtro de Kalman
Estimación dinámica
https://purl.org/pe-repo/ocde/ford#5.02.04
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dc.title.en_EN.fl_str_mv Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filter
title Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filter
spellingShingle Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filter
Maldonado Castaño, Rogelio
Term structure
Kalman filter
Dynamic estimation
Estructura de plazos
Filtro de Kalman
Estimación dinámica
https://purl.org/pe-repo/ocde/ford#5.02.04
title_short Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filter
title_full Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filter
title_fullStr Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filter
title_full_unstemmed Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filter
title_sort Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filter
author Maldonado Castaño, Rogelio
author_facet Maldonado Castaño, Rogelio
Zapata Rueda, Natalia
Pantoja Robayo, Javier Orlando
author_role author
author2 Zapata Rueda, Natalia
Pantoja Robayo, Javier Orlando
author2_role author
author
dc.contributor.author.fl_str_mv Maldonado Castaño, Rogelio
Zapata Rueda, Natalia
Pantoja Robayo, Javier Orlando
dc.subject.en_EN.fl_str_mv Term structure
Kalman filter
Dynamic estimation
topic Term structure
Kalman filter
Dynamic estimation
Estructura de plazos
Filtro de Kalman
Estimación dinámica
https://purl.org/pe-repo/ocde/ford#5.02.04
dc.subject.es_ES.fl_str_mv Estructura de plazos
Filtro de Kalman
Estimación dinámica
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#5.02.04
description The official estimation for the term structure model in Colombia is based on the Nelson and Siegel (1987) development which is widely accepted and used. This estimation is based on the curve fitting with available data only for one day ahead making difficult to estimate the future zero-coupon yield curve. Taking into account the importance of having an estimation of the term structure for the valuation of financial assets in the Colombian market this research proposes a methodology to estimate in a dynamic form the parameters of interest rates in the Nelson and Siegel Model. This required the use of the reparameterization proposed by Diebold and Li (2006) which determines the shape of the term structure through latent factors such as level slope and curvature. This paper aims to show the dynamic estimation of the term structure of interest rate using the Kalman filter methodology framed in State - space. Results show that predictions are successful for more than one period in the future.
publishDate 2014
dc.date.accessioned.none.fl_str_mv 2020-07-01T04:20:30Z
dc.date.available.none.fl_str_mv 2020-07-01T04:20:30Z
dc.date.issued.fl_str_mv 2014-12-30
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dc.identifier.citation.none.fl_str_mv Maldonado Castaño, R., Zapata Rueda, N., & Pantoja Robayo, J. O. (2014). Dynamic estimation of an interest rate structure in Colombia: empirical analysis using the Kalman filter. Journal of Economics Finance and Administrative Science, 19(37), 70-77. https://doi.org/10.1016/j.jefas.2014.07.001
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12640/1984
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url https://revistas.esan.edu.pe/index.php/jefas/article/view/183
https://hdl.handle.net/20.500.12640/1984
https://doi.org/10.1016/j.jefas.2014.07.001
identifier_str_mv Maldonado Castaño, R., Zapata Rueda, N., & Pantoja Robayo, J. O. (2014). Dynamic estimation of an interest rate structure in Colombia: empirical analysis using the Kalman filter. Journal of Economics Finance and Administrative Science, 19(37), 70-77. https://doi.org/10.1016/j.jefas.2014.07.001
dc.language.none.fl_str_mv Inglés
dc.language.iso.none.fl_str_mv eng
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spelling Maldonado Castaño, RogelioZapata Rueda, NataliaPantoja Robayo, Javier Orlando2020-07-01T04:20:30Z2020-07-01T04:20:30Z2014-12-30https://revistas.esan.edu.pe/index.php/jefas/article/view/183Maldonado Castaño, R., Zapata Rueda, N., & Pantoja Robayo, J. O. (2014). Dynamic estimation of an interest rate structure in Colombia: empirical analysis using the Kalman filter. Journal of Economics Finance and Administrative Science, 19(37), 70-77. https://doi.org/10.1016/j.jefas.2014.07.001https://hdl.handle.net/20.500.12640/1984https://doi.org/10.1016/j.jefas.2014.07.001The official estimation for the term structure model in Colombia is based on the Nelson and Siegel (1987) development which is widely accepted and used. This estimation is based on the curve fitting with available data only for one day ahead making difficult to estimate the future zero-coupon yield curve. Taking into account the importance of having an estimation of the term structure for the valuation of financial assets in the Colombian market this research proposes a methodology to estimate in a dynamic form the parameters of interest rates in the Nelson and Siegel Model. This required the use of the reparameterization proposed by Diebold and Li (2006) which determines the shape of the term structure through latent factors such as level slope and curvature. This paper aims to show the dynamic estimation of the term structure of interest rate using the Kalman filter methodology framed in State - space. Results show that predictions are successful for more than one period in the future.La estimación oficial para el modelo de estructura de plazos en Colombia se basa en el modelo desarrollado por Nelson y Siegel (1987) ampliamente aceptado y utilizado. Dicha estimación se basa en la curva adecuada a los datos disponibles únicamente a un día vista lo que dificulta la estimación de la curva de rendimiento de los cupones cero futuros. Teniendo en cuenta la importancia de disponer de una estimación de la estructura de plazos para la valoración de los activos financieros en el mercado colombiano esta investigación propone una metodología para estimar de manera dinámica los parámetros de los tipos de interés dentro del modelo de Nelson y Siegel. Esto requirió el uso de la reparametrización propuesta por Diebold y Li (2006) que determina la forma de la estructura de los plazos mediante factores latentes tales como nivel pendiente y curvatura. Este documento trata de mostrar la estimación dinámica de la estructura de plazos de los tipos de interés utilizando la metodología del filtro de Kalman que se enmarca dentro del espacio del Estado. Los resultados reflejan que las predicciones son exitosas para más de un período a futuro.application/pdfInglésengUniversidad ESAN. ESAN EdicionesPEurn:issn:2218-0648https://revistas.esan.edu.pe/index.php/jefas/article/view/183/322Attribution 4.0 Internationalinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Term structureKalman filterDynamic estimationEstructura de plazosFiltro de KalmanEstimación dinámicahttps://purl.org/pe-repo/ocde/ford#5.02.04Dynamic estimation of an interest rate structure in Colombia. Empirical analysis using the Kalman filterinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArtículoreponame:ESAN-Institucionalinstname:Universidad ESANinstacron:ESANJournal of Economics, Finance and Administrative Science77377019Acceso abiertoTHUMBNAIL37.jpg37.jpgimage/jpeg7531https://repositorio.esan.edu.pe/bitstreams/81255f26-49cc-4d28-a54f-47aacaf3ce89/downloadea167bfbff1392f72228761955d98182MD51falseAnonymousREADJEFAS-37-2014-70-77.pdf.jpgJEFAS-37-2014-70-77.pdf.jpgGenerated Thumbnailimage/jpeg5540https://repositorio.esan.edu.pe/bitstreams/a5e45b3a-9ba1-4190-b43a-fc73a8ff3a4a/download61c0c5b6b57e283be8668d1909367c5fMD54falseAnonymousREADORIGINALJEFAS-37-2014-70-77.pdfTexto completoapplication/pdf402286https://repositorio.esan.edu.pe/bitstreams/6bc16bf1-6da6-4759-bdd5-22e2dfa1762d/downloadd0d3f98c27edd839826dce70682dd034MD52trueAnonymousREADTEXTJEFAS-37-2014-70-77.pdf.txtJEFAS-37-2014-70-77.pdf.txtExtracted texttext/plain42680https://repositorio.esan.edu.pe/bitstreams/b992550f-22e8-4f80-8bdd-3b3e66e2b751/downloadb1cdbce2ba469c252fd19cdd66bc7e1cMD53falseAnonymousREAD20.500.12640/1984oai:repositorio.esan.edu.pe:20.500.12640/19842025-07-09 09:30:18.365https://creativecommons.org/licenses/by/4.0/Attribution 4.0 Internationalopen.accesshttps://repositorio.esan.edu.peRepositorio Institucional ESANrepositorio@esan.edu.pe
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