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Dynamic Hedge: an evidence for brazilian future contracts

Bibliographic Details
Main Author: Bitencourt, Wanderci Alves
Publication Date: 2011
Other Authors: Silva, Washington Santos, Sáfadi, Thelma
Format: Article
Language: por
Source: Organizações Rurais & Agroindustriais (Online)
Download full: https://www.revista.dae.ufla.br/index.php/ora/article/view/180
Summary: The farming sector is changing, growing and occupying a position of prominence in the economy. These transformations start to demand a bigger concern with the management of risks of the activity. In this direction, the contracts traded at BM&F had become efficient instruments in the reduction of the market risk, through an operation called hedge. However, there is still the necessity of improving of the econometrical techniques for the estimation of the optimal hedge ratio, therefore, it is observed in the brazilian literature that the majority of the works doesn’t consider some aspects of the behavior of the series of returns. Thus, the present work seeks to analyze two methods for the calculation of these hedge optimal ratio, the conventional model of regression and the bivariate GARCH BEKK model that considers the conditional correlations of the series. The preliminary analysis of the results indicates that the hedge optimal ratio is not constant through time, suggesting that the use of models that consider the time dependence of the series is more realistic. The methodology is applied to the prices of the beef cattle comodity.
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spelling Dynamic Hedge: an evidence for brazilian future contracts.Hedge dinâmicos: uma evidência para os contratos futuros brasileirosHedge optimal ratioGARCH BEKK modelregression.Razão ótima de hedgemodelos GARCH BEKKregressãoThe farming sector is changing, growing and occupying a position of prominence in the economy. These transformations start to demand a bigger concern with the management of risks of the activity. In this direction, the contracts traded at BM&F had become efficient instruments in the reduction of the market risk, through an operation called hedge. However, there is still the necessity of improving of the econometrical techniques for the estimation of the optimal hedge ratio, therefore, it is observed in the brazilian literature that the majority of the works doesn’t consider some aspects of the behavior of the series of returns. Thus, the present work seeks to analyze two methods for the calculation of these hedge optimal ratio, the conventional model of regression and the bivariate GARCH BEKK model that considers the conditional correlations of the series. The preliminary analysis of the results indicates that the hedge optimal ratio is not constant through time, suggesting that the use of models that consider the time dependence of the series is more realistic. The methodology is applied to the prices of the beef cattle comodity.O setor agropecuário vem se transformando, crescendo e ocupando uma posição de destaque na economia. Essas transformações passam a exigir uma maior preocupação com a gestão dos riscos da atividade. Nesse sentido, os contratos negociados na BM&F tornaram-se instrumentos eficazes na redução do risco de mercado, mediante uma operação denominada hedge. Contudo, ainda existe a necessidade do aperfeiçoamento das técnicas econométricas para a estimação das chamadas razões ótimas de hedge, pois se observa na literatura nacional que a maioria dos trabalhos desconsidera alguns aspectos do comportamento das séries de retornos. Isto posso, com o presente trabalho busca-se analisar dois métodos para o cálculo dessas razões ótimas de hedge, o modelo convencional de regressão e o modelo GARCH BEKK bivariado, que leva em consideração as correlações condicionais das séries. A análise preliminar dos resultados aponta no sentido de que a razão ótima de hedge não é constante no tempo, sugerindo que a utilização de modelos que consideram a dependência temporal das séries seja mais realista. A metodologia é exemplificada pelos preços da commodity boi gordo.Editora UFLA2011-04-18info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.revista.dae.ufla.br/index.php/ora/article/view/180Organizações Rurais & Agroindustriais; Vol. 8 No. 1 (2006)Organizações Rurais & Agroindustriais; Vol. 8 Núm. 1 (2006)Organizações Rurais & Agroindustriais; v. 8 n. 1 (2006)2238-68901517-3879reponame:Organizações Rurais & Agroindustriais (Online)instname:Universidade Federal de Lavras (UFLA)instacron:UFLAporhttps://www.revista.dae.ufla.br/index.php/ora/article/view/180/177Bitencourt, Wanderci AlvesSilva, Washington SantosSáfadi, Thelmainfo:eu-repo/semantics/openAccess2021-04-09T21:57:17Zoai:www.revista.dae.ufla.br:article/180Revistahttps://www.revista.dae.ufla.br/index.php/ora/indexPUBhttps://www.revista.dae.ufla.br/index.php/ora/oairevista.dae@ufla.br2238-68901517-3879opendoar:2021-04-09T21:57:17Organizações Rurais & Agroindustriais (Online) - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Dynamic Hedge: an evidence for brazilian future contracts
.
Hedge dinâmicos: uma evidência para os contratos futuros brasileiros
title Dynamic Hedge: an evidence for brazilian future contracts
spellingShingle Dynamic Hedge: an evidence for brazilian future contracts
Bitencourt, Wanderci Alves
Hedge optimal ratio
GARCH BEKK model
regression
.
Razão ótima de hedge
modelos GARCH BEKK
regressão
title_short Dynamic Hedge: an evidence for brazilian future contracts
title_full Dynamic Hedge: an evidence for brazilian future contracts
title_fullStr Dynamic Hedge: an evidence for brazilian future contracts
title_full_unstemmed Dynamic Hedge: an evidence for brazilian future contracts
title_sort Dynamic Hedge: an evidence for brazilian future contracts
author Bitencourt, Wanderci Alves
author_facet Bitencourt, Wanderci Alves
Silva, Washington Santos
Sáfadi, Thelma
author_role author
author2 Silva, Washington Santos
Sáfadi, Thelma
author2_role author
author
dc.contributor.author.fl_str_mv Bitencourt, Wanderci Alves
Silva, Washington Santos
Sáfadi, Thelma
dc.subject.por.fl_str_mv Hedge optimal ratio
GARCH BEKK model
regression
.
Razão ótima de hedge
modelos GARCH BEKK
regressão
topic Hedge optimal ratio
GARCH BEKK model
regression
.
Razão ótima de hedge
modelos GARCH BEKK
regressão
description The farming sector is changing, growing and occupying a position of prominence in the economy. These transformations start to demand a bigger concern with the management of risks of the activity. In this direction, the contracts traded at BM&F had become efficient instruments in the reduction of the market risk, through an operation called hedge. However, there is still the necessity of improving of the econometrical techniques for the estimation of the optimal hedge ratio, therefore, it is observed in the brazilian literature that the majority of the works doesn’t consider some aspects of the behavior of the series of returns. Thus, the present work seeks to analyze two methods for the calculation of these hedge optimal ratio, the conventional model of regression and the bivariate GARCH BEKK model that considers the conditional correlations of the series. The preliminary analysis of the results indicates that the hedge optimal ratio is not constant through time, suggesting that the use of models that consider the time dependence of the series is more realistic. The methodology is applied to the prices of the beef cattle comodity.
publishDate 2011
dc.date.none.fl_str_mv 2011-04-18
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revista.dae.ufla.br/index.php/ora/article/view/180
url https://www.revista.dae.ufla.br/index.php/ora/article/view/180
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://www.revista.dae.ufla.br/index.php/ora/article/view/180/177
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Editora UFLA
publisher.none.fl_str_mv Editora UFLA
dc.source.none.fl_str_mv Organizações Rurais & Agroindustriais; Vol. 8 No. 1 (2006)
Organizações Rurais & Agroindustriais; Vol. 8 Núm. 1 (2006)
Organizações Rurais & Agroindustriais; v. 8 n. 1 (2006)
2238-6890
1517-3879
reponame:Organizações Rurais & Agroindustriais (Online)
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Organizações Rurais & Agroindustriais (Online)
collection Organizações Rurais & Agroindustriais (Online)
repository.name.fl_str_mv Organizações Rurais & Agroindustriais (Online) - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv revista.dae@ufla.br
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