An assessment of exchange rate impact over Taylor rule determination in Brazil

Detalhes bibliográficos
Autor(a) principal: Costa, Alexis Petri Magalhães
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/10438/17971
Resumo: This work assesses the validity of applying the Taylor Rule to the Brazilian market. Several variables, tools and features were analyzed. Among its variables, inflation, inflation target and output gap were included to determine a basis scenario. On top of that, exchange rates and exchange rate related information was tested. Both the crude market input (spot rate) and a trade-weighted currency are included in this analysis. Also extracted from the market, the carry-trade premium was calculated from future exchange rate quotes. Among its tools, the smoothing factor was evaluated. The series were tested for regime breaks, unit root and cointegration, residual autocorrelation, normality, heteroskedasticity and coefficient linearity. Among its features, special attention was paid to the proper timing of each variable. The regressions being forward looking, it was important to line up the actual information available for the Brazilian Central Bank at the time of each decision. Timing was again a factor when considering different cutoff periods, and for synchronizing market data, especially for constructing the carry-trade payoff. This work concludes that evidence of a Taylor Rule being a response function for the Brazilian Central Bank is shaky, especially given the number of misspecification indicators found. Results also suggest that, assuming there is a need to protect the local economy from sharp capital flows consequent of interest rate changes, the implicit future exchange rate premia is not a good indicator of such risk.
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spelling Costa, Alexis Petri MagalhãesEscolas::EESPLyrio, MarcoTenani, Paulo SérgioNunes, Clemens V. de Azevedo2017-02-23T17:25:05Z2017-02-23T17:25:05Z2017-01-31COSTA, Alexis Petri Magalhães. An assessment of exchange rate impact over Taylor rule determination in Brazil. Dissertação (Mestrado Profissional em Finanças e Economia) - FGV - Fundação Getúlio Vargas, São Paulo, 2017.http://hdl.handle.net/10438/17971This work assesses the validity of applying the Taylor Rule to the Brazilian market. Several variables, tools and features were analyzed. Among its variables, inflation, inflation target and output gap were included to determine a basis scenario. On top of that, exchange rates and exchange rate related information was tested. Both the crude market input (spot rate) and a trade-weighted currency are included in this analysis. Also extracted from the market, the carry-trade premium was calculated from future exchange rate quotes. Among its tools, the smoothing factor was evaluated. The series were tested for regime breaks, unit root and cointegration, residual autocorrelation, normality, heteroskedasticity and coefficient linearity. Among its features, special attention was paid to the proper timing of each variable. The regressions being forward looking, it was important to line up the actual information available for the Brazilian Central Bank at the time of each decision. Timing was again a factor when considering different cutoff periods, and for synchronizing market data, especially for constructing the carry-trade payoff. This work concludes that evidence of a Taylor Rule being a response function for the Brazilian Central Bank is shaky, especially given the number of misspecification indicators found. Results also suggest that, assuming there is a need to protect the local economy from sharp capital flows consequent of interest rate changes, the implicit future exchange rate premia is not a good indicator of such risk.Esse trabalho avalia a aderência da Regra de Taylor à política monetária brasileira. Diferentes variaveis, ferramentas e características foram avaliadas. Entre suas variáveis, essa dissertação avaliou inflação, gap de inflação, e hiato do produto, para determinar um cenario base. Sobre este, informações referentes a câmbio foram testadas. Fez-se regressões incluindo o spot de mercado e o câmbio ponderado pela balança comercial. Testou-se também o prêmio implícito em um carry-trade hipotético utilizando o primeiro futuro de dolar da BM&F. Entre as ferramentas estudadas, o 'smoothing factor' foi analisado e não foram encontradas melhorias significativas. As séries foram testadas para quebras de regime, raiz unitária, cointegração, autocorrelação dos resíduos, normalidade, heteroskedasticity e linearidade de coeficientes. Entre suas características, esta dissertação leva em consideração o 'timing' de cada variável. As regressões sendo 'forward looking', buscou-se exatamente o valor para cada variável disponível ao Banco Central do Brasil no momento de cada decisão do COPOM. Esse mesmo cuidado foi tomado para sincronizar os dados de mercado, especialmente para construir o 'payoff' do carry-trade. Esta dissertação conclui que há evidências apenas fracas de que a função resposta do Banco Central esteja em linha com a Regra de Taylor, especialmente dado o número de problemas de especificação encontrados. Os resultados também sugere que, supondo que haja a inteção de proteger a economia local de choques de fluxo de capital consequentes de mudança na taxa SELIC, o prêmio implícito no 'carry-trade' não é um bom indicador desse risco.engCarry-tradeTaylor ruleExchange rateMonetary policyExchange rateRegra de TaylorTaxa de câmbioPolítica monetáriaEconomiaPolítica monetáriaMercado financeiro - BrasilCâmbioTaylor, Regra deAn assessment of exchange rate impact over Taylor rule determination in Brazilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisreponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVinfo:eu-repo/semantics/openAccessTEXTDissertacao.pdf.txtDissertacao.pdf.txtExtracted 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dc.title.por.fl_str_mv An assessment of exchange rate impact over Taylor rule determination in Brazil
title An assessment of exchange rate impact over Taylor rule determination in Brazil
spellingShingle An assessment of exchange rate impact over Taylor rule determination in Brazil
Costa, Alexis Petri Magalhães
Carry-trade
Taylor rule
Exchange rate
Monetary policy
Exchange rate
Regra de Taylor
Taxa de câmbio
Política monetária
Economia
Política monetária
Mercado financeiro - Brasil
Câmbio
Taylor, Regra de
title_short An assessment of exchange rate impact over Taylor rule determination in Brazil
title_full An assessment of exchange rate impact over Taylor rule determination in Brazil
title_fullStr An assessment of exchange rate impact over Taylor rule determination in Brazil
title_full_unstemmed An assessment of exchange rate impact over Taylor rule determination in Brazil
title_sort An assessment of exchange rate impact over Taylor rule determination in Brazil
author Costa, Alexis Petri Magalhães
author_facet Costa, Alexis Petri Magalhães
author_role author
dc.contributor.unidadefgv.por.fl_str_mv Escolas::EESP
dc.contributor.member.none.fl_str_mv Lyrio, Marco
Tenani, Paulo Sérgio
dc.contributor.author.fl_str_mv Costa, Alexis Petri Magalhães
dc.contributor.advisor1.fl_str_mv Nunes, Clemens V. de Azevedo
contributor_str_mv Nunes, Clemens V. de Azevedo
dc.subject.eng.fl_str_mv Carry-trade
Taylor rule
Exchange rate
Monetary policy
topic Carry-trade
Taylor rule
Exchange rate
Monetary policy
Exchange rate
Regra de Taylor
Taxa de câmbio
Política monetária
Economia
Política monetária
Mercado financeiro - Brasil
Câmbio
Taylor, Regra de
dc.subject.por.fl_str_mv Exchange rate
Regra de Taylor
Taxa de câmbio
Política monetária
dc.subject.area.por.fl_str_mv Economia
dc.subject.bibliodata.por.fl_str_mv Política monetária
Mercado financeiro - Brasil
Câmbio
Taylor, Regra de
description This work assesses the validity of applying the Taylor Rule to the Brazilian market. Several variables, tools and features were analyzed. Among its variables, inflation, inflation target and output gap were included to determine a basis scenario. On top of that, exchange rates and exchange rate related information was tested. Both the crude market input (spot rate) and a trade-weighted currency are included in this analysis. Also extracted from the market, the carry-trade premium was calculated from future exchange rate quotes. Among its tools, the smoothing factor was evaluated. The series were tested for regime breaks, unit root and cointegration, residual autocorrelation, normality, heteroskedasticity and coefficient linearity. Among its features, special attention was paid to the proper timing of each variable. The regressions being forward looking, it was important to line up the actual information available for the Brazilian Central Bank at the time of each decision. Timing was again a factor when considering different cutoff periods, and for synchronizing market data, especially for constructing the carry-trade payoff. This work concludes that evidence of a Taylor Rule being a response function for the Brazilian Central Bank is shaky, especially given the number of misspecification indicators found. Results also suggest that, assuming there is a need to protect the local economy from sharp capital flows consequent of interest rate changes, the implicit future exchange rate premia is not a good indicator of such risk.
publishDate 2017
dc.date.accessioned.fl_str_mv 2017-02-23T17:25:05Z
dc.date.available.fl_str_mv 2017-02-23T17:25:05Z
dc.date.issued.fl_str_mv 2017-01-31
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.citation.fl_str_mv COSTA, Alexis Petri Magalhães. An assessment of exchange rate impact over Taylor rule determination in Brazil. Dissertação (Mestrado Profissional em Finanças e Economia) - FGV - Fundação Getúlio Vargas, São Paulo, 2017.
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10438/17971
identifier_str_mv COSTA, Alexis Petri Magalhães. An assessment of exchange rate impact over Taylor rule determination in Brazil. Dissertação (Mestrado Profissional em Finanças e Economia) - FGV - Fundação Getúlio Vargas, São Paulo, 2017.
url http://hdl.handle.net/10438/17971
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
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674d2d72b6ef337a490c5cc1124c144e
dfb340242cced38a6cca06c627998fa1
d9118380848297b2b54a0af7bc24bec3
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
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