Cross-currency hedging with multiple options

Detalhes bibliográficos
Autor(a) principal: Buck, Alexander Wolfram
Data de Publicação: 2017
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Institucional do FGV (FGV Repositório Digital)
Texto Completo: http://hdl.handle.net/10438/19379
Resumo: Financial derivatives are broadly used for hedging purposes by large financial and non-financial corporations in developed countries. Thereof, currency derivatives represent the biggest class. For some currencies, foreign exchange exposure, for example arising from exports or foreign investments, cannot be hedged due to illiquid or nonexistent derivative markets. However, a third currency with liquid derivative markets exists and can be used to cross-hedge the exposure. This thesis examines whether using options with multiple strikes can improve the hedging performance in such a case. Several stochastic models commonly applied in the literature to foreign exchange markets are used for the out-of-sample hedging portfolio construction and applied to currencies in the regions Latin America, Europe and East/Southeast Asia between 2012 and 2016. This paper delivers two main results: Firstly, it is shown that adding options is not beneficial mainly due to model and estimation errors which increase risk. Secondly, it is shown that if the US-Dollar exchange rate is not cross-hedgeable, the exchange rate with the third currency must be, unless the foreign currency is highly volatile. As a consequence, cross-hedging can be successfully applied to at least one of those exchange rates. However, it is optimal to use only forwards in that case.
id FGV_2572c131fe4f3cc151f46b923dc484c7
oai_identifier_str oai:repositorio.fgv.br:10438/19379
network_acronym_str FGV
network_name_str Repositório Institucional do FGV (FGV Repositório Digital)
repository_id_str 3974
spelling Buck, Alexander WolframEscolas::EAESPSchiozer, Rafael FelipeSheng, Hsia HuaGabrielli, Marcio Fernandes2017-12-14T12:31:14Z2017-12-14T12:31:14Z2017-11-23http://hdl.handle.net/10438/19379Financial derivatives are broadly used for hedging purposes by large financial and non-financial corporations in developed countries. Thereof, currency derivatives represent the biggest class. For some currencies, foreign exchange exposure, for example arising from exports or foreign investments, cannot be hedged due to illiquid or nonexistent derivative markets. However, a third currency with liquid derivative markets exists and can be used to cross-hedge the exposure. This thesis examines whether using options with multiple strikes can improve the hedging performance in such a case. Several stochastic models commonly applied in the literature to foreign exchange markets are used for the out-of-sample hedging portfolio construction and applied to currencies in the regions Latin America, Europe and East/Southeast Asia between 2012 and 2016. This paper delivers two main results: Firstly, it is shown that adding options is not beneficial mainly due to model and estimation errors which increase risk. Secondly, it is shown that if the US-Dollar exchange rate is not cross-hedgeable, the exchange rate with the third currency must be, unless the foreign currency is highly volatile. As a consequence, cross-hedging can be successfully applied to at least one of those exchange rates. However, it is optimal to use only forwards in that case.Derivativos financeiros são amplamente utilizados com finalidade de hedge por grandes corporações financeiras e não-financeiras em países desenvolvidos. Nesse sentido, derivativos de câmbio representam a classe mais expressiva. Para algumas moedas, a exposição cambial resultante por exemplo de exportações ou investimentos externos não pode ser coberta devido à iliquidez ou inexistência de mercados de derivativos. No entanto, existe um terceiro câmbio de mercados de derivativos líquidos que pode ser utilizado para cobrir a exposição cambial com cross-hedge. A presente tese examina se o uso de opções com múltiplos preços de exercício pode melhorar o desempenho de hedge em tal caso. Vários modelos estocásticos comumente aplicados na literatura a mercados de câmbio são utilizados para a construção out-of-sample de um portfolio de hedging e aplicados a câmbios na América Latina, Europa e Leste/Sudeste asiático entre 2012 e 2016. Esse trabalho chega a dois resultados centrais. O primeiro demonstra que não é benéfico adicionar opções sobretudo em virtude de erros de modelo e estimativa que elevam riscos. O segundo demonstra que se a taxa de câmbio do dólar americano não permite cross-hedging, a taxa de câmbio do terceiro câmbio precisa permitir, a menos que a moeda estrangeira seja altamente volátil. Consequentemente, cross-hedging pode ser aplicado com sucesso a pelo menos uma destas taxas de câmbio. Entretanto, é aconselhável utilizar apenas forwards nesse caso.engHedgingCross-HedgingCurrencyForeign exchangeOptionsMoedaCâmbioOpçõesCiência políticaHedging (Finanças)Mercado de opçõesMercado futuroRisco (Economia)Cross-currency hedging with multiple optionsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVTEXTAlexander Buck_Masters Thesis.pdf.txtAlexander Buck_Masters Thesis.pdf.txtExtracted texttext/plain101483https://repositorio.fgv.br/bitstreams/ed1383d5-d3a8-4dc6-88c6-64f57b4b4d35/download7035e3f55a9e98567d971d4899427a5fMD57ORIGINALAlexander Buck_Masters Thesis.pdfAlexander Buck_Masters Thesis.pdfPDFapplication/pdf814627https://repositorio.fgv.br/bitstreams/d94e11d0-4946-40a9-bb79-bdf41f424f02/download3f642bd3522c9184319e19ef0fc4d2b4MD53LICENSElicense.txtlicense.txttext/plain; charset=utf-84707https://repositorio.fgv.br/bitstreams/97dcc41a-bef7-4161-badb-13dd5e14e8ce/downloaddfb340242cced38a6cca06c627998fa1MD54THUMBNAILAlexander Buck_Masters Thesis.pdf.jpgAlexander Buck_Masters Thesis.pdf.jpgGenerated Thumbnailimage/jpeg2474https://repositorio.fgv.br/bitstreams/04eab3ea-75a0-4967-adc2-fc7e6c06bc90/download6456f1864027939d9152759d6d6a6ce2MD5810438/193792023-11-26 14:52:20.086open.accessoai:repositorio.fgv.br:10438/19379https://repositorio.fgv.brRepositório InstitucionalPRIhttp://bibliotecadigital.fgv.br/dspace-oai/requestopendoar:39742023-11-26T14:52:20Repositório Institucional do FGV (FGV Repositório Digital) - Fundação Getulio Vargas (FGV)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
dc.title.eng.fl_str_mv Cross-currency hedging with multiple options
title Cross-currency hedging with multiple options
spellingShingle Cross-currency hedging with multiple options
Buck, Alexander Wolfram
Hedging
Cross-Hedging
Currency
Foreign exchange
Options
Moeda
Câmbio
Opções
Ciência política
Hedging (Finanças)
Mercado de opções
Mercado futuro
Risco (Economia)
title_short Cross-currency hedging with multiple options
title_full Cross-currency hedging with multiple options
title_fullStr Cross-currency hedging with multiple options
title_full_unstemmed Cross-currency hedging with multiple options
title_sort Cross-currency hedging with multiple options
author Buck, Alexander Wolfram
author_facet Buck, Alexander Wolfram
author_role author
dc.contributor.unidadefgv.por.fl_str_mv Escolas::EAESP
dc.contributor.member.none.fl_str_mv Schiozer, Rafael Felipe
Sheng, Hsia Hua
dc.contributor.author.fl_str_mv Buck, Alexander Wolfram
dc.contributor.advisor1.fl_str_mv Gabrielli, Marcio Fernandes
contributor_str_mv Gabrielli, Marcio Fernandes
dc.subject.eng.fl_str_mv Hedging
Cross-Hedging
Currency
Foreign exchange
Options
topic Hedging
Cross-Hedging
Currency
Foreign exchange
Options
Moeda
Câmbio
Opções
Ciência política
Hedging (Finanças)
Mercado de opções
Mercado futuro
Risco (Economia)
dc.subject.por.fl_str_mv Moeda
Câmbio
Opções
dc.subject.area.por.fl_str_mv Ciência política
dc.subject.bibliodata.por.fl_str_mv Hedging (Finanças)
Mercado de opções
Mercado futuro
Risco (Economia)
description Financial derivatives are broadly used for hedging purposes by large financial and non-financial corporations in developed countries. Thereof, currency derivatives represent the biggest class. For some currencies, foreign exchange exposure, for example arising from exports or foreign investments, cannot be hedged due to illiquid or nonexistent derivative markets. However, a third currency with liquid derivative markets exists and can be used to cross-hedge the exposure. This thesis examines whether using options with multiple strikes can improve the hedging performance in such a case. Several stochastic models commonly applied in the literature to foreign exchange markets are used for the out-of-sample hedging portfolio construction and applied to currencies in the regions Latin America, Europe and East/Southeast Asia between 2012 and 2016. This paper delivers two main results: Firstly, it is shown that adding options is not beneficial mainly due to model and estimation errors which increase risk. Secondly, it is shown that if the US-Dollar exchange rate is not cross-hedgeable, the exchange rate with the third currency must be, unless the foreign currency is highly volatile. As a consequence, cross-hedging can be successfully applied to at least one of those exchange rates. However, it is optimal to use only forwards in that case.
publishDate 2017
dc.date.accessioned.fl_str_mv 2017-12-14T12:31:14Z
dc.date.available.fl_str_mv 2017-12-14T12:31:14Z
dc.date.issued.fl_str_mv 2017-11-23
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10438/19379
url http://hdl.handle.net/10438/19379
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional do FGV (FGV Repositório Digital)
instname:Fundação Getulio Vargas (FGV)
instacron:FGV
instname_str Fundação Getulio Vargas (FGV)
instacron_str FGV
institution FGV
reponame_str Repositório Institucional do FGV (FGV Repositório Digital)
collection Repositório Institucional do FGV (FGV Repositório Digital)
bitstream.url.fl_str_mv https://repositorio.fgv.br/bitstreams/ed1383d5-d3a8-4dc6-88c6-64f57b4b4d35/download
https://repositorio.fgv.br/bitstreams/d94e11d0-4946-40a9-bb79-bdf41f424f02/download
https://repositorio.fgv.br/bitstreams/97dcc41a-bef7-4161-badb-13dd5e14e8ce/download
https://repositorio.fgv.br/bitstreams/04eab3ea-75a0-4967-adc2-fc7e6c06bc90/download
bitstream.checksum.fl_str_mv 7035e3f55a9e98567d971d4899427a5f
3f642bd3522c9184319e19ef0fc4d2b4
dfb340242cced38a6cca06c627998fa1
6456f1864027939d9152759d6d6a6ce2
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional do FGV (FGV Repositório Digital) - Fundação Getulio Vargas (FGV)
repository.mail.fl_str_mv
_version_ 1813797717458026496