Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approach

Detalhes bibliográficos
Autor(a) principal: Marques, André M.
Data de Publicação: 2015
Outros Autores: Pesavento, Fábio
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Estudos Econômicos (São Paulo)
Texto Completo: https://www.revistas.usp.br/ee/article/view/79824
Resumo: After the widespread adoption of flexible exchange rate regime since 1973, the volatility of the exchange rate has increased, as a consequence of greater trade openness and financial integration among countries. Thus, it has become difficult to find concrete evidence of the purchasing power parity hypothesis. This study investigates the possibility of a fall in the persistence of the real exchange rate as a consequence of the financial and commercial integration by employing monthly dataset provided by the International Monetary Fund. Beginning with an exploratory data analysis, and by combining two complementary unit root tests, the fractional coefficient d was estimated employing the bias-reduced estimator on a sample of 20 countries over the period ranging from 1975 to 2011. As a main novelty, this study applies a bias-reduced log-periodogram regression estimator instead of the traditional method proposed by GPH which eliminates the first and higher orders biases of the GPH estimator by a data-dependent plug-in method for selecting the number of frequencies to minimize asymptotic mean-squared error (MSE). Additionally, this study also estimates a moving window of fifteen years in order to observe the path of the fractional coefficient. No evidence was found of a statistically significant change in the persistence of the real exchange rate.
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spelling Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approachPurchasing power parityPersistenceFractional integrationReal exchange rateParidade do poder de compraPersistênciaIntegração fracionáriaTaxa de câmbio realAfter the widespread adoption of flexible exchange rate regime since 1973, the volatility of the exchange rate has increased, as a consequence of greater trade openness and financial integration among countries. Thus, it has become difficult to find concrete evidence of the purchasing power parity hypothesis. This study investigates the possibility of a fall in the persistence of the real exchange rate as a consequence of the financial and commercial integration by employing monthly dataset provided by the International Monetary Fund. Beginning with an exploratory data analysis, and by combining two complementary unit root tests, the fractional coefficient d was estimated employing the bias-reduced estimator on a sample of 20 countries over the period ranging from 1975 to 2011. As a main novelty, this study applies a bias-reduced log-periodogram regression estimator instead of the traditional method proposed by GPH which eliminates the first and higher orders biases of the GPH estimator by a data-dependent plug-in method for selecting the number of frequencies to minimize asymptotic mean-squared error (MSE). Additionally, this study also estimates a moving window of fifteen years in order to observe the path of the fractional coefficient. No evidence was found of a statistically significant change in the persistence of the real exchange rate.Após a adoção generalizada do regime de câmbio flexível nos diversos países desde1973, a volatilidade da taxa cambial aumentou, em contexto de maior abertura comerciale integração financeira. Tornou-se mais difícil encontrar evidências favoráveis à hipótese da paridade do poder de compra. Este estudo analisa a possibilidade dequeda na persistência da taxa de câmbio real como consequência da abertura comerciale integração financeira, com dados mensais de 20 países no período de 1975 a 2011.A partir de uma análise exploratória dos dados no domínio da frequência, o coeficientefracionário d foi obtido utilizando-se um estimador semiparamétrico com reduçãode viés em que um algoritmo dependente dos dados seleciona o número ótimo defrequências que minimiza o erro quadrático médio, diferente do estimador tradicionalGPH. O estudo também utiliza uma janela móvel de 15 anos para identificar a evoluçãodo coeficiente fracionário ao longo dos anos. Não há evidência de queda na persistênciada taxa de câmbio real, nem indicações que corroborem a hipótese da paridade dopoder de compra.Universidade de São Paulo. Faculdade de Economia, Administração e Contabilidade2015-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.revistas.usp.br/ee/article/view/7982410.1590/0101-416145485amfEstudos Econômicos (São Paulo); v. 45 n. 4 (2015); 821-8571980-53570101-4161reponame:Estudos Econômicos (São Paulo)instname:Universidade de São Paulo (USP)instacron:USPenghttps://www.revistas.usp.br/ee/article/view/79824/105992Copyright (c) 2015 André M. Marques, Fábio Pesaventohttp://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessMarques, André M.Pesavento, Fábio2020-12-07T21:37:38Zoai:revistas.usp.br:article/79824Revistahttps://www.revistas.usp.br/eePUBhttps://www.revistas.usp.br/ee/oaiestudoseconomicos@usp.br||aldrighi@usp.br1980-53570101-4161opendoar:2020-12-07T21:37:38Estudos Econômicos (São Paulo) - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approach
title Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approach
spellingShingle Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approach
Marques, André M.
Purchasing power parity
Persistence
Fractional integration
Real exchange rate
Paridade do poder de compra
Persistência
Integração fracionária
Taxa de câmbio real
title_short Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approach
title_full Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approach
title_fullStr Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approach
title_full_unstemmed Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approach
title_sort Searching for long-range dependence in real effective exchange rate: towards parity? A fractional approach
author Marques, André M.
author_facet Marques, André M.
Pesavento, Fábio
author_role author
author2 Pesavento, Fábio
author2_role author
dc.contributor.author.fl_str_mv Marques, André M.
Pesavento, Fábio
dc.subject.por.fl_str_mv Purchasing power parity
Persistence
Fractional integration
Real exchange rate
Paridade do poder de compra
Persistência
Integração fracionária
Taxa de câmbio real
topic Purchasing power parity
Persistence
Fractional integration
Real exchange rate
Paridade do poder de compra
Persistência
Integração fracionária
Taxa de câmbio real
description After the widespread adoption of flexible exchange rate regime since 1973, the volatility of the exchange rate has increased, as a consequence of greater trade openness and financial integration among countries. Thus, it has become difficult to find concrete evidence of the purchasing power parity hypothesis. This study investigates the possibility of a fall in the persistence of the real exchange rate as a consequence of the financial and commercial integration by employing monthly dataset provided by the International Monetary Fund. Beginning with an exploratory data analysis, and by combining two complementary unit root tests, the fractional coefficient d was estimated employing the bias-reduced estimator on a sample of 20 countries over the period ranging from 1975 to 2011. As a main novelty, this study applies a bias-reduced log-periodogram regression estimator instead of the traditional method proposed by GPH which eliminates the first and higher orders biases of the GPH estimator by a data-dependent plug-in method for selecting the number of frequencies to minimize asymptotic mean-squared error (MSE). Additionally, this study also estimates a moving window of fifteen years in order to observe the path of the fractional coefficient. No evidence was found of a statistically significant change in the persistence of the real exchange rate.
publishDate 2015
dc.date.none.fl_str_mv 2015-12-01
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.revistas.usp.br/ee/article/view/79824
10.1590/0101-416145485amf
url https://www.revistas.usp.br/ee/article/view/79824
identifier_str_mv 10.1590/0101-416145485amf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://www.revistas.usp.br/ee/article/view/79824/105992
dc.rights.driver.fl_str_mv Copyright (c) 2015 André M. Marques, Fábio Pesavento
http://creativecommons.org/licenses/by-nc/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2015 André M. Marques, Fábio Pesavento
http://creativecommons.org/licenses/by-nc/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Economia, Administração e Contabilidade
publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Economia, Administração e Contabilidade
dc.source.none.fl_str_mv Estudos Econômicos (São Paulo); v. 45 n. 4 (2015); 821-857
1980-5357
0101-4161
reponame:Estudos Econômicos (São Paulo)
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Estudos Econômicos (São Paulo)
collection Estudos Econômicos (São Paulo)
repository.name.fl_str_mv Estudos Econômicos (São Paulo) - Universidade de São Paulo (USP)
repository.mail.fl_str_mv estudoseconomicos@usp.br||aldrighi@usp.br
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