Dynamic Hedge: an evidence for brazilian future contracts
Autor(a) principal: | |
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Data de Publicação: | 2011 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Organizações Rurais & Agroindustriais (Online) |
Texto Completo: | https://www.revista.dae.ufla.br/index.php/ora/article/view/180 |
Resumo: | 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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Organizações Rurais & Agroindustriais (Online) |
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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 |
_version_ |
1839722240250216448 |