A Macroeconomic Model of Credit Risk in Uruguay

Detalhes bibliográficos
Autor(a) principal: Illanes, Gabriel
Data de Publicação: 2016
Outros Autores: Pena, Alejandro, Sosa Rodriguez, Andrés Ricardo
Tipo de documento: Artigo
Idioma: por
Título da fonte: Revista Brasileira de Economia (Online)
Texto Completo: https://periodicos.fgv.br/rbe/article/view/56564
Resumo: This paper deals with credit risk in the Uruguayan aggregate economy andtherefore correspond to financial stability purposes. To analyze the risk associ-ated with a portfolio of loans a nonlinear parametric model based on Merton’sapproach is used, in which a default event occurs if the returns of the economicagent falls below a certain threshold that depends on macroeconomic variables. The estimated models can help to understand the relationship between creditrisk and macroeconomic indicators. The results obtained can be consideredfor estimating the credit risk module in the stress tests framework of the localbanking system. ”Elasticities” of impact of the relevant macroeconomic factoron credit risk are reported for corporate and households lending, both in localcurrency and dollars. The parameters are obtained by the statistical technique ofMaximum Likelihood, where the function to maximize contains a latent randomfactor that is assumed to have normal distribution.
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spelling A Macroeconomic Model of Credit Risk in UruguayCredit RiskDefaultStructural ModelsCentral BankingTest StressThis paper deals with credit risk in the Uruguayan aggregate economy andtherefore correspond to financial stability purposes. To analyze the risk associ-ated with a portfolio of loans a nonlinear parametric model based on Merton’sapproach is used, in which a default event occurs if the returns of the economicagent falls below a certain threshold that depends on macroeconomic variables. The estimated models can help to understand the relationship between creditrisk and macroeconomic indicators. The results obtained can be consideredfor estimating the credit risk module in the stress tests framework of the localbanking system. ”Elasticities” of impact of the relevant macroeconomic factoron credit risk are reported for corporate and households lending, both in localcurrency and dollars. The parameters are obtained by the statistical technique ofMaximum Likelihood, where the function to maximize contains a latent randomfactor that is assumed to have normal distribution.EGV EPGE2016-12-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArticlesArtigosapplication/pdfhttps://periodicos.fgv.br/rbe/article/view/56564Revista Brasileira de Economia; Vol. 70 No. 4 (2016): Out-Dez; 441-455Revista Brasileira de Economia; v. 70 n. 4 (2016): Out-Dez; 441-4551806-91340034-7140reponame:Revista Brasileira de Economia (Online)instname:Fundação Getulio Vargas (FGV)instacron:FGVporhttps://periodicos.fgv.br/rbe/article/view/56564/63365Copyright (c) 2016 Revista Brasileira de Economiainfo:eu-repo/semantics/openAccessIllanes, GabrielPena, AlejandroSosa Rodriguez, Andrés Ricardo2017-01-09T18:52:01Zoai:ojs.periodicos.fgv.br:article/56564Revistahttps://periodicos.fgv.br/rbe/https://periodicos.fgv.br/rbe/oai||rbe@fgv.br1806-91340034-7140opendoar:2024-03-06T13:03:43.236886Revista Brasileira de Economia (Online) - Fundação Getulio Vargas (FGV)true
dc.title.none.fl_str_mv A Macroeconomic Model of Credit Risk in Uruguay
title A Macroeconomic Model of Credit Risk in Uruguay
spellingShingle A Macroeconomic Model of Credit Risk in Uruguay
Illanes, Gabriel
Credit Risk
Default
Structural Models
Central Banking
Test Stress
title_short A Macroeconomic Model of Credit Risk in Uruguay
title_full A Macroeconomic Model of Credit Risk in Uruguay
title_fullStr A Macroeconomic Model of Credit Risk in Uruguay
title_full_unstemmed A Macroeconomic Model of Credit Risk in Uruguay
title_sort A Macroeconomic Model of Credit Risk in Uruguay
author Illanes, Gabriel
author_facet Illanes, Gabriel
Pena, Alejandro
Sosa Rodriguez, Andrés Ricardo
author_role author
author2 Pena, Alejandro
Sosa Rodriguez, Andrés Ricardo
author2_role author
author
dc.contributor.author.fl_str_mv Illanes, Gabriel
Pena, Alejandro
Sosa Rodriguez, Andrés Ricardo
dc.subject.por.fl_str_mv Credit Risk
Default
Structural Models
Central Banking
Test Stress
topic Credit Risk
Default
Structural Models
Central Banking
Test Stress
description This paper deals with credit risk in the Uruguayan aggregate economy andtherefore correspond to financial stability purposes. To analyze the risk associ-ated with a portfolio of loans a nonlinear parametric model based on Merton’sapproach is used, in which a default event occurs if the returns of the economicagent falls below a certain threshold that depends on macroeconomic variables. The estimated models can help to understand the relationship between creditrisk and macroeconomic indicators. The results obtained can be consideredfor estimating the credit risk module in the stress tests framework of the localbanking system. ”Elasticities” of impact of the relevant macroeconomic factoron credit risk are reported for corporate and households lending, both in localcurrency and dollars. The parameters are obtained by the statistical technique ofMaximum Likelihood, where the function to maximize contains a latent randomfactor that is assumed to have normal distribution.
publishDate 2016
dc.date.none.fl_str_mv 2016-12-28
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Articles
Artigos
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status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.fgv.br/rbe/article/view/56564
url https://periodicos.fgv.br/rbe/article/view/56564
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.fgv.br/rbe/article/view/56564/63365
dc.rights.driver.fl_str_mv Copyright (c) 2016 Revista Brasileira de Economia
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2016 Revista Brasileira de Economia
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv EGV EPGE
publisher.none.fl_str_mv EGV EPGE
dc.source.none.fl_str_mv Revista Brasileira de Economia; Vol. 70 No. 4 (2016): Out-Dez; 441-455
Revista Brasileira de Economia; v. 70 n. 4 (2016): Out-Dez; 441-455
1806-9134
0034-7140
reponame:Revista Brasileira de Economia (Online)
instname:Fundação Getulio Vargas (FGV)
instacron:FGV
instname_str Fundação Getulio Vargas (FGV)
instacron_str FGV
institution FGV
reponame_str Revista Brasileira de Economia (Online)
collection Revista Brasileira de Economia (Online)
repository.name.fl_str_mv Revista Brasileira de Economia (Online) - Fundação Getulio Vargas (FGV)
repository.mail.fl_str_mv ||rbe@fgv.br
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