Mercado de câmbio e juros no Brasil: eficiência e risco

Detalhes bibliográficos
Autor(a) principal: Damiani, Barbara Hoffman
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional do FGV (FGV Repositório Digital)
Texto Completo: https://hdl.handle.net/10438/30777
Resumo: The purpose of this paper is to explore the behavior of the Brazilian market in respect of the interest rate parity conditions and the bias of the forward exchange rate, that based on the existing bibliography, would be explained primarily by a risk premium that varies over time. Focusing on the easing cycle that is being implemented in Brazil on the past few years, this paper is founded on the state-space methodology to unobserved components, that has arisen from financial engineering literature, aiming to estimate the risk premium starting from the exchange rate expectations for a future date, even if the latter cannot be observed explicitly. Using the Kalman Filter to extract a signal from the model, it was possible to obtain a proxy of the risk premium for each point in time of the period comprised between 2005 and 2020 and therefore to analyze the performance of the estimated variable of time. Based on the series of estimations, it was verified that not only the risk premium seems not to be statistically significant to explain the forecast error on the forward exchange market, but also there was a remarkable reduction of the relative relevance of such variable on the composition of the domestic short-term interest rate over time. On the other hand, the decomposition of the interest rate revealed another noteworthy component that would be attached to the high level of political and economic uncertainty inherent to Brazil: the country risk.
id FGV_9f09612ccb876c3397af501fb3ce237b
oai_identifier_str oai:repositorio.fgv.br:10438/30777
network_acronym_str FGV
network_name_str Repositório Institucional do FGV (FGV Repositório Digital)
repository_id_str 3974
spelling Damiani, Barbara HoffmanEscolas::EESPTenani, Paulo S.Nishijima, MarisleiMarçal, Emerson Fernandes2021-06-25T20:40:24Z2021-06-25T20:40:24Z2021-05-13https://hdl.handle.net/10438/30777The purpose of this paper is to explore the behavior of the Brazilian market in respect of the interest rate parity conditions and the bias of the forward exchange rate, that based on the existing bibliography, would be explained primarily by a risk premium that varies over time. Focusing on the easing cycle that is being implemented in Brazil on the past few years, this paper is founded on the state-space methodology to unobserved components, that has arisen from financial engineering literature, aiming to estimate the risk premium starting from the exchange rate expectations for a future date, even if the latter cannot be observed explicitly. Using the Kalman Filter to extract a signal from the model, it was possible to obtain a proxy of the risk premium for each point in time of the period comprised between 2005 and 2020 and therefore to analyze the performance of the estimated variable of time. Based on the series of estimations, it was verified that not only the risk premium seems not to be statistically significant to explain the forecast error on the forward exchange market, but also there was a remarkable reduction of the relative relevance of such variable on the composition of the domestic short-term interest rate over time. On the other hand, the decomposition of the interest rate revealed another noteworthy component that would be attached to the high level of political and economic uncertainty inherent to Brazil: the country risk.O propósito deste trabalho é avaliar o comportamento do mercado brasileiro em relação às condições de paridade de juros e ao viés da taxa a termo, que, com base na literatura existente, seria explicado primordialmente por um prêmio de risco variante no tempo. Com foco na trajetória de afrouxamento monetário que vem sendo observada no Brasil ao longo dos últimos anos, o estudo é fundamentado na metodologia de espaço-estado para componentes não-observáveis, advinda da literatura da engenharia financeira, com o objetivo de estimar o prêmio de risco a partir da expectativa de depreciação do câmbio, variável esta que não poderia ser observada explicitamente. Com a utilização do algoritmo de Filtro de Kalman foi possível realizar uma extração de sinal, de forma obter estimativas do prêmio de risco período a período, de 2005 a 2020 e analisar o comportamento desta variável ao longo do tempo. Foi constatado com base na série estimada que, além de o prêmio de risco não se mostrar significativo para explicar o erro de previsão no mercado de câmbio, houve uma redução na importância relativa desta variável na composição da taxa de juros doméstica de curto prazo. Por outro lado, a análise dos componentes da taxa de juros revelou um componente mais significativo que o prêmio de risco cambial, que estaria ligado ao alto nível de incerteza política e econômica inerente ao Brasil: o risco país.por‘Risk premium’‘Forward rate’‘Interest rate parity'Prêmio de riscoTaxa de câmbio a termoParidade de jurosEconomiaMercado de câmbioCâmbio a termoJuros - BrasilRisco (Economia)Mercado de câmbio e juros no Brasil: eficiência e riscoinfo: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:FGVTEXTDissertação_BarbaraHoffman_VF_24062021.pdf.txtDissertação_BarbaraHoffman_VF_24062021.pdf.txtExtracted texttext/plain84173https://repositorio.fgv.br/bitstreams/9eff7a83-30ec-46a3-8bb3-11ac3588ac0b/download35c1294159d8d989da8ad7d0cbda64ffMD513THUMBNAILDissertação_BarbaraHoffman_VF_24062021.pdf.jpgDissertação_BarbaraHoffman_VF_24062021.pdf.jpgGenerated Thumbnailimage/jpeg2358https://repositorio.fgv.br/bitstreams/74f47a75-8f1c-4111-a147-97a478faa045/downloadde6e0b44b7026e1d211b97a17ead87d6MD514ORIGINALDissertação_BarbaraHoffman_VF_24062021.pdfDissertação_BarbaraHoffman_VF_24062021.pdfPDFapplication/pdf4816933https://repositorio.fgv.br/bitstreams/e461a19f-d462-4dae-b857-a1d6b94bc538/downloadb0d3b25b2e89a8afaaa24be98a04c802MD59LICENSElicense.txtlicense.txttext/plain; charset=utf-84707https://repositorio.fgv.br/bitstreams/074389f4-f3c2-441f-80c4-0775af2028ea/downloaddfb340242cced38a6cca06c627998fa1MD51010438/307772023-11-25 18:38:11.65open.accessoai:repositorio.fgv.br:10438/30777https://repositorio.fgv.brRepositório InstitucionalPRIhttp://bibliotecadigital.fgv.br/dspace-oai/requestopendoar:39742023-11-25T18:38:11Repositório Institucional do FGV (FGV Repositório Digital) - Fundação Getulio Vargas (FGV)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
dc.title.por.fl_str_mv Mercado de câmbio e juros no Brasil: eficiência e risco
title Mercado de câmbio e juros no Brasil: eficiência e risco
spellingShingle Mercado de câmbio e juros no Brasil: eficiência e risco
Damiani, Barbara Hoffman
‘Risk premium’
‘Forward rate’
‘Interest rate parity'
Prêmio de risco
Taxa de câmbio a termo
Paridade de juros
Economia
Mercado de câmbio
Câmbio a termo
Juros - Brasil
Risco (Economia)
title_short Mercado de câmbio e juros no Brasil: eficiência e risco
title_full Mercado de câmbio e juros no Brasil: eficiência e risco
title_fullStr Mercado de câmbio e juros no Brasil: eficiência e risco
title_full_unstemmed Mercado de câmbio e juros no Brasil: eficiência e risco
title_sort Mercado de câmbio e juros no Brasil: eficiência e risco
author Damiani, Barbara Hoffman
author_facet Damiani, Barbara Hoffman
author_role author
dc.contributor.unidadefgv.por.fl_str_mv Escolas::EESP
dc.contributor.member.none.fl_str_mv Tenani, Paulo S.
Nishijima, Marislei
dc.contributor.author.fl_str_mv Damiani, Barbara Hoffman
dc.contributor.advisor1.fl_str_mv Marçal, Emerson Fernandes
contributor_str_mv Marçal, Emerson Fernandes
dc.subject.eng.fl_str_mv ‘Risk premium’
‘Forward rate’
‘Interest rate parity'
topic ‘Risk premium’
‘Forward rate’
‘Interest rate parity'
Prêmio de risco
Taxa de câmbio a termo
Paridade de juros
Economia
Mercado de câmbio
Câmbio a termo
Juros - Brasil
Risco (Economia)
dc.subject.por.fl_str_mv Prêmio de risco
Taxa de câmbio a termo
Paridade de juros
dc.subject.area.por.fl_str_mv Economia
dc.subject.bibliodata.por.fl_str_mv Mercado de câmbio
Câmbio a termo
Juros - Brasil
Risco (Economia)
description The purpose of this paper is to explore the behavior of the Brazilian market in respect of the interest rate parity conditions and the bias of the forward exchange rate, that based on the existing bibliography, would be explained primarily by a risk premium that varies over time. Focusing on the easing cycle that is being implemented in Brazil on the past few years, this paper is founded on the state-space methodology to unobserved components, that has arisen from financial engineering literature, aiming to estimate the risk premium starting from the exchange rate expectations for a future date, even if the latter cannot be observed explicitly. Using the Kalman Filter to extract a signal from the model, it was possible to obtain a proxy of the risk premium for each point in time of the period comprised between 2005 and 2020 and therefore to analyze the performance of the estimated variable of time. Based on the series of estimations, it was verified that not only the risk premium seems not to be statistically significant to explain the forecast error on the forward exchange market, but also there was a remarkable reduction of the relative relevance of such variable on the composition of the domestic short-term interest rate over time. On the other hand, the decomposition of the interest rate revealed another noteworthy component that would be attached to the high level of political and economic uncertainty inherent to Brazil: the country risk.
publishDate 2021
dc.date.accessioned.fl_str_mv 2021-06-25T20:40:24Z
dc.date.available.fl_str_mv 2021-06-25T20:40:24Z
dc.date.issued.fl_str_mv 2021-05-13
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 https://hdl.handle.net/10438/30777
url https://hdl.handle.net/10438/30777
dc.language.iso.fl_str_mv por
language por
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/9eff7a83-30ec-46a3-8bb3-11ac3588ac0b/download
https://repositorio.fgv.br/bitstreams/74f47a75-8f1c-4111-a147-97a478faa045/download
https://repositorio.fgv.br/bitstreams/e461a19f-d462-4dae-b857-a1d6b94bc538/download
https://repositorio.fgv.br/bitstreams/074389f4-f3c2-441f-80c4-0775af2028ea/download
bitstream.checksum.fl_str_mv 35c1294159d8d989da8ad7d0cbda64ff
de6e0b44b7026e1d211b97a17ead87d6
b0d3b25b2e89a8afaaa24be98a04c802
dfb340242cced38a6cca06c627998fa1
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_ 1813797717707587584