Estimating dynamic models with aggregate shocks and an application to mortgage default in Colombia

We estimate a dynamic model of mortgage default for a cohort of Colombian debtors between 1997 and 2004. We use the estimated model to study the effects on default of a class of policies that affected the evolution of mortgage balances in Colombia during the 1990's. We propose a framework for e...

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Autores:
Carranza Romero, Juan Esteban
Navarro, Salvador
Tipo de recurso:
Work document
Fecha de publicación:
2010
Institución:
Universidad ICESI
Repositorio:
Repositorio ICESI
Idioma:
eng
OAI Identifier:
oai:repository.icesi.edu.co:10906/65275
Acceso en línea:
http://hdl.handle.net/10906/65275
http://biblioteca2.icesi.edu.co/cgi-olib?session=-1&infile=details.glu&loid=241302&rs=5541225&hitno=-1
Palabra clave:
Colombia
Crisis Económica
Mercado
Economía
Economics
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.title.spa.fl_str_mv Estimating dynamic models with aggregate shocks and an application to mortgage default in Colombia
title Estimating dynamic models with aggregate shocks and an application to mortgage default in Colombia
spellingShingle Estimating dynamic models with aggregate shocks and an application to mortgage default in Colombia
Colombia
Crisis Económica
Mercado
Economía
Economics
title_short Estimating dynamic models with aggregate shocks and an application to mortgage default in Colombia
title_full Estimating dynamic models with aggregate shocks and an application to mortgage default in Colombia
title_fullStr Estimating dynamic models with aggregate shocks and an application to mortgage default in Colombia
title_full_unstemmed Estimating dynamic models with aggregate shocks and an application to mortgage default in Colombia
title_sort Estimating dynamic models with aggregate shocks and an application to mortgage default in Colombia
dc.creator.fl_str_mv Carranza Romero, Juan Esteban
Navarro, Salvador
dc.contributor.author.spa.fl_str_mv Carranza Romero, Juan Esteban
Navarro, Salvador
dc.subject.proposal.spa.fl_str_mv Colombia
Crisis Económica
Mercado
Economía
topic Colombia
Crisis Económica
Mercado
Economía
Economics
dc.subject.proposal.eng.fl_str_mv Economics
description We estimate a dynamic model of mortgage default for a cohort of Colombian debtors between 1997 and 2004. We use the estimated model to study the effects on default of a class of policies that affected the evolution of mortgage balances in Colombia during the 1990's. We propose a framework for estimating dynamic behavioral models accounting for the presence of unobserved state variables that are correlated across individuals and across time periods. We extend the standard literature on the structural estimation of dynamic models by incorporating an unobserved common correlated shock that affects all individuals' static payoffs and the dynamic continuation payoffs associated with different decisions. Given a standard parametric specification the dynamic problem, we show that the aggregate shocks are identified from the variation in the observed aggregate behavior. The shocks and their transition are separately identified, provided there is enough cross-sectionavl ariation of the observeds tates.
publishDate 2010
dc.date.issued.none.fl_str_mv 2010-09-01
dc.date.accessioned.none.fl_str_mv 2012-02-27T16:49:04Z
dc.date.available.none.fl_str_mv 2012-02-27T16:49:04Z
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_8042
dc.type.local.spa.fl_str_mv Documento de trabajo
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dc.identifier.isbn.none.fl_str_mv 19001568
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dc.language.iso.eng.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv Borradores de Economía y Finanzas; No. 24 - Septiembre 2010
dc.relation.ispartofseries.none.fl_str_mv Borradores de Economía y Finanzas;No. 24 - Septiembre 2010
dc.rights.uri.none.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.format.extent.spa.fl_str_mv 1 - 46 páginas
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dc.coverage.spatial.spa.fl_str_mv Cali de Lat: 03 24 00 N degrees minutes Lat: 3.4000 decimal degrees Long: 076 30 00 W degrees minutes Long: -76.5000 decimal degrees
dc.publisher.spa.fl_str_mv Universidad Icesi
dc.publisher.faculty.spa.fl_str_mv Facultad de Ciencias Administrativas y Económicas
dc.publisher.program.spa.fl_str_mv Economía y Negocios Internacionales
dc.publisher.department.spa.fl_str_mv Departamento de Economía
dc.publisher.place.spa.fl_str_mv Santiago de Cali
institution Universidad ICESI
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spelling Carranza Romero, Juan EstebanNavarro, Salvadorjecarranza@icesi.edu.coCali de Lat: 03 24 00 N degrees minutes Lat: 3.4000 decimal degrees Long: 076 30 00 W degrees minutes Long: -76.5000 decimal degrees2012-02-27T16:49:04Z2012-02-27T16:49:04Z2010-09-0119001568http://hdl.handle.net/10906/65275http://biblioteca2.icesi.edu.co/cgi-olib?session=-1&infile=details.glu&loid=241302&rs=5541225&hitno=-1instname:Universidad Icesireponame:Biblioteca Digitalrepourl:https://repository.icesi.edu.co/We estimate a dynamic model of mortgage default for a cohort of Colombian debtors between 1997 and 2004. We use the estimated model to study the effects on default of a class of policies that affected the evolution of mortgage balances in Colombia during the 1990's. We propose a framework for estimating dynamic behavioral models accounting for the presence of unobserved state variables that are correlated across individuals and across time periods. We extend the standard literature on the structural estimation of dynamic models by incorporating an unobserved common correlated shock that affects all individuals' static payoffs and the dynamic continuation payoffs associated with different decisions. Given a standard parametric specification the dynamic problem, we show that the aggregate shocks are identified from the variation in the observed aggregate behavior. The shocks and their transition are separately identified, provided there is enough cross-sectionavl ariation of the observeds tates.1 - 46 páginasDigitalapplication/pdfengUniversidad IcesiFacultad de Ciencias Administrativas y EconómicasEconomía y Negocios InternacionalesDepartamento de EconomíaSantiago de CaliBorradores de Economía y Finanzas; No. 24 - Septiembre 2010Borradores de Economía y Finanzas;No. 24 - Septiembre 2010EL AUTOR, expresa que la obra objeto de la presente autorización es original y la elaboró sin quebrantar ni suplantar los derechos de autor de terceros, y de tal forma, la obra es de su exclusiva autoría y tiene la titularidad sobre éste. PARÁGRAFO: en caso de queja o acción por parte de un tercero referente a los derechos de autor sobre el artículo, folleto o libro en cuestión, EL AUTOR, asumirá la responsabilidad total, y saldrá en defensa de los derechos aquí autorizados; para todos los efectos, la Universidad Icesi actúa como un tercero de buena fe. Esta autorización, permite a la Universidad Icesi, de forma indefinida, para que en los términos establecidos en la Ley 23 de 1982, la Ley 44 de 1993, leyes y jurisprudencia vigente al respecto, haga publicación de este con fines educativos Toda persona que consulte ya sea la biblioteca o en medio electróico podrá copiar apartes del texto citando siempre la fuentes, es decir el título del trabajo y el autor.http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAtribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)http://purl.org/coar/access_right/c_abf2Estimating dynamic models with aggregate shocks and an application to mortgage default in ColombiaComunidad Universidad Icesi – InvestigadoresColombiaCrisis EconómicaMercadoEconomíaEconomicshttp://purl.org/coar/resource_type/c_8042Documento de trabajoinfo:eu-repo/semantics/drafthttp://purl.org/coar/version/c_b1a7d7d4d402bcceinfo:eu-repo/semantics/workingPaperORIGINALestimating_dynamic_models.pdfestimating_dynamic_models.pdfapplication/pdf2477907https://repository.icesi.edu.co/bitstreams/5f9b8cf1-42e2-7785-e053-2cc003c84dc5/downloadae711a52a146a1427411112f3f02970aMD51CC-LICENSElicense_urllicense_urltext/plain49https://repository.icesi.edu.co/bitstreams/5f9b8cf1-42e3-7785-e053-2cc003c84dc5/downloadfd26723f8d7edacdb29e3f03465c3b03MD52license_textlicense_textapplication/octet-stream21926https://repository.icesi.edu.co/bitstreams/5f9b8cf1-42e4-7785-e053-2cc003c84dc5/downloadd388d4ceb74a99207c499bfab8db1a10MD53license_rdflicense_rdfapplication/octet-stream22765https://repository.icesi.edu.co/bitstreams/5f9b8cf1-42e5-7785-e053-2cc003c84dc5/download56265f5776a16a05899187d30899c530MD54TEXTestimating_dynamic_models.pdf.txtestimating_dynamic_models.pdf.txttext/plain90955https://repository.icesi.edu.co/bitstreams/5f9b8cf1-4301-7785-e053-2cc003c84dc5/download0e9f97274e0e75208edc54c58d00f96aMD55THUMBNAILestimating_dynamic_models.pdf.jpgestimating_dynamic_models.pdf.jpgIM Thumbnailimage/jpeg9798https://repository.icesi.edu.co/bitstreams/5afc58fe-745a-46c0-b966-7f12d5b656a9/download5eb1147b0ac62de3ac3c3c0af76a2106MD5610906/65275oai:repository.icesi.edu.co:10906/652752025-06-22 22:01:25.456http://creativecommons.org/licenses/by-nc-nd/4.0/Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)open.accesshttps://repository.icesi.edu.coBiblioteca Digital - Universidad Icesiadquisicion-bib@listas.icesi.edu.co