Core inflation in Brazil: an empirical approach in the field of frequency

Detalhes bibliográficos
Autor(a) principal: Cristiano da Silva Santos
Data de Publicação: 2012
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFC
Texto Completo: http://www.teses.ufc.br/tde_busca/arquivo.php?codArquivo=10052
Resumo: This paper proposes a new measure of core inflation called systematic core and makes a comparative evaluation with conventional cores used by the Central Bank of Brazil. To estimate the systematic core is proposed in this paper used the method of decomposition empirical methods, which is able to separate noise data by spectral decomposition and partial reconstruction of the series of inflation. The evaluation and comparison of the cores of inflation are performed by testing econometric predictions outside the sample. The empirical results show that conventional cores used by the Central Bank does not contribute to forecast inflation out of sample and not have all the desirable statistical properties for which a nucleus. Already the new measure of core obtained in this work contributed to predict inflation out of sample and answered the statistical properties of non-biased, attractor of inflation and weakly exogenous, having therefore the characteristics required for a measure to be useful to policy objectives monetary.
id UFC_2e2adf58d8ab9a7e09f0e526095cce02
oai_identifier_str oai:www.teses.ufc.br:6897
network_acronym_str UFC
network_name_str Biblioteca Digital de Teses e Dissertações da UFC
spelling info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisCore inflation in Brazil: an empirical approach in the field of frequencyNÃcleo da inflaÃÃo no Brasil: uma abordagem empÃrica no domÃnio da frequÃncia2012-06-20Luiz Ivan de Melo Castelar04506766334http://lattes.cnpq.br/8710490356999657Guilherme Diniz Irffi04447250675http://lattes.cnpq.br/8821559850261716Nicolino Trompieri Neto91391750306http://buscatextual.cnpq.br/buscatextual/visualizacv.jsp?id=K4774844A102199144356http://lattes.cnpq.br/3171591869518976Cristiano da Silva SantosUniversidade Federal do CearÃPrograma de PÃs-GraduaÃÃo em Economia - CAENUFCBRNÃcleo da inflaÃÃo DecomposiÃÃo em modos empÃricos PrevisÃoCore Inflation Empirical Mode Decomposition ForecastCIENCIAS SOCIAIS APLICADASThis paper proposes a new measure of core inflation called systematic core and makes a comparative evaluation with conventional cores used by the Central Bank of Brazil. To estimate the systematic core is proposed in this paper used the method of decomposition empirical methods, which is able to separate noise data by spectral decomposition and partial reconstruction of the series of inflation. The evaluation and comparison of the cores of inflation are performed by testing econometric predictions outside the sample. The empirical results show that conventional cores used by the Central Bank does not contribute to forecast inflation out of sample and not have all the desirable statistical properties for which a nucleus. Already the new measure of core obtained in this work contributed to predict inflation out of sample and answered the statistical properties of non-biased, attractor of inflation and weakly exogenous, having therefore the characteristics required for a measure to be useful to policy objectives monetary.Este trabalho propÃe uma nova medida de nÃcleo da inflaÃÃo denominada nÃcleo sistemÃtico e faz uma avaliaÃÃo comparativa com os nÃcleos convencionais utilizados pelo Banco Central do Brasil. Para estimar o nÃcleo sistemÃtico proposto neste trabalho à utilizado o mÃtodo de decomposiÃÃo em modos empÃricos, que à capaz de separar ruÃdo dos dados atravÃs da decomposiÃÃo espectral e reconstruÃÃo parcial da sÃrie de inflaÃÃo. A avaliaÃÃo e comparaÃÃo dos nÃcleos da inflaÃÃo sÃo realizadas por meio de testes economÃtricos e previsÃes fora da amostra. Os resultados empÃricos apontam que os nÃcleos convencionais utilizados pelo Banco Central nÃo contribuem para prever a inflaÃÃo fora da amostra e nÃo possuem todas as propriedades estatÃsticas desejÃveis que para um nÃcleo. Jà a nova medida de nÃcleo obtida neste trabalho contribuiu para prever a inflaÃÃo fora da amostra e atendeu as propriedades estatÃsticas de ausÃncia de viÃs, atrator da inflaÃÃo e fracamente exÃgeno, possuindo, portanto, as caracterÃsticas exigidas para uma medida ser Ãtil aos objetivos da polÃtica monetÃria.FundaÃÃo Cearense de Apoio ao Desenvolvimento Cientifico e TecnolÃgicohttp://www.teses.ufc.br/tde_busca/arquivo.php?codArquivo=10052application/pdfinfo:eu-repo/semantics/openAccessporreponame:Biblioteca Digital de Teses e Dissertações da UFCinstname:Universidade Federal do Cearáinstacron:UFC2019-01-21T11:23:03Zmail@mail.com -
dc.title.en.fl_str_mv Core inflation in Brazil: an empirical approach in the field of frequency
dc.title.alternative.pt.fl_str_mv NÃcleo da inflaÃÃo no Brasil: uma abordagem empÃrica no domÃnio da frequÃncia
title Core inflation in Brazil: an empirical approach in the field of frequency
spellingShingle Core inflation in Brazil: an empirical approach in the field of frequency
Cristiano da Silva Santos
NÃcleo da inflaÃÃo
DecomposiÃÃo em modos empÃricos
PrevisÃo
Core Inflation
Empirical Mode Decomposition
Forecast
CIENCIAS SOCIAIS APLICADAS
title_short Core inflation in Brazil: an empirical approach in the field of frequency
title_full Core inflation in Brazil: an empirical approach in the field of frequency
title_fullStr Core inflation in Brazil: an empirical approach in the field of frequency
title_full_unstemmed Core inflation in Brazil: an empirical approach in the field of frequency
title_sort Core inflation in Brazil: an empirical approach in the field of frequency
author Cristiano da Silva Santos
author_facet Cristiano da Silva Santos
author_role author
dc.contributor.advisor1.fl_str_mv Luiz Ivan de Melo Castelar
dc.contributor.advisor1ID.fl_str_mv 04506766334
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/8710490356999657
dc.contributor.referee1.fl_str_mv Guilherme Diniz Irffi
dc.contributor.referee1ID.fl_str_mv 04447250675
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/8821559850261716
dc.contributor.referee2.fl_str_mv Nicolino Trompieri Neto
dc.contributor.referee2ID.fl_str_mv 91391750306
dc.contributor.referee2Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.jsp?id=K4774844A1
dc.contributor.authorID.fl_str_mv 02199144356
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/3171591869518976
dc.contributor.author.fl_str_mv Cristiano da Silva Santos
contributor_str_mv Luiz Ivan de Melo Castelar
Guilherme Diniz Irffi
Nicolino Trompieri Neto
dc.subject.por.fl_str_mv NÃcleo da inflaÃÃo
DecomposiÃÃo em modos empÃricos
PrevisÃo
topic NÃcleo da inflaÃÃo
DecomposiÃÃo em modos empÃricos
PrevisÃo
Core Inflation
Empirical Mode Decomposition
Forecast
CIENCIAS SOCIAIS APLICADAS
dc.subject.eng.fl_str_mv Core Inflation
Empirical Mode Decomposition
Forecast
dc.subject.cnpq.fl_str_mv CIENCIAS SOCIAIS APLICADAS
dc.description.sponsorship.fl_txt_mv FundaÃÃo Cearense de Apoio ao Desenvolvimento Cientifico e TecnolÃgico
dc.description.abstract.por.fl_txt_mv This paper proposes a new measure of core inflation called systematic core and makes a comparative evaluation with conventional cores used by the Central Bank of Brazil. To estimate the systematic core is proposed in this paper used the method of decomposition empirical methods, which is able to separate noise data by spectral decomposition and partial reconstruction of the series of inflation. The evaluation and comparison of the cores of inflation are performed by testing econometric predictions outside the sample. The empirical results show that conventional cores used by the Central Bank does not contribute to forecast inflation out of sample and not have all the desirable statistical properties for which a nucleus. Already the new measure of core obtained in this work contributed to predict inflation out of sample and answered the statistical properties of non-biased, attractor of inflation and weakly exogenous, having therefore the characteristics required for a measure to be useful to policy objectives monetary.
Este trabalho propÃe uma nova medida de nÃcleo da inflaÃÃo denominada nÃcleo sistemÃtico e faz uma avaliaÃÃo comparativa com os nÃcleos convencionais utilizados pelo Banco Central do Brasil. Para estimar o nÃcleo sistemÃtico proposto neste trabalho à utilizado o mÃtodo de decomposiÃÃo em modos empÃricos, que à capaz de separar ruÃdo dos dados atravÃs da decomposiÃÃo espectral e reconstruÃÃo parcial da sÃrie de inflaÃÃo. A avaliaÃÃo e comparaÃÃo dos nÃcleos da inflaÃÃo sÃo realizadas por meio de testes economÃtricos e previsÃes fora da amostra. Os resultados empÃricos apontam que os nÃcleos convencionais utilizados pelo Banco Central nÃo contribuem para prever a inflaÃÃo fora da amostra e nÃo possuem todas as propriedades estatÃsticas desejÃveis que para um nÃcleo. Jà a nova medida de nÃcleo obtida neste trabalho contribuiu para prever a inflaÃÃo fora da amostra e atendeu as propriedades estatÃsticas de ausÃncia de viÃs, atrator da inflaÃÃo e fracamente exÃgeno, possuindo, portanto, as caracterÃsticas exigidas para uma medida ser Ãtil aos objetivos da polÃtica monetÃria.
description This paper proposes a new measure of core inflation called systematic core and makes a comparative evaluation with conventional cores used by the Central Bank of Brazil. To estimate the systematic core is proposed in this paper used the method of decomposition empirical methods, which is able to separate noise data by spectral decomposition and partial reconstruction of the series of inflation. The evaluation and comparison of the cores of inflation are performed by testing econometric predictions outside the sample. The empirical results show that conventional cores used by the Central Bank does not contribute to forecast inflation out of sample and not have all the desirable statistical properties for which a nucleus. Already the new measure of core obtained in this work contributed to predict inflation out of sample and answered the statistical properties of non-biased, attractor of inflation and weakly exogenous, having therefore the characteristics required for a measure to be useful to policy objectives monetary.
publishDate 2012
dc.date.issued.fl_str_mv 2012-06-20
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
status_str publishedVersion
format masterThesis
dc.identifier.uri.fl_str_mv http://www.teses.ufc.br/tde_busca/arquivo.php?codArquivo=10052
url http://www.teses.ufc.br/tde_busca/arquivo.php?codArquivo=10052
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.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal do CearÃ
dc.publisher.program.fl_str_mv Programa de PÃs-GraduaÃÃo em Economia - CAEN
dc.publisher.initials.fl_str_mv UFC
dc.publisher.country.fl_str_mv BR
publisher.none.fl_str_mv Universidade Federal do CearÃ
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UFC
instname:Universidade Federal do Ceará
instacron:UFC
reponame_str Biblioteca Digital de Teses e Dissertações da UFC
collection Biblioteca Digital de Teses e Dissertações da UFC
instname_str Universidade Federal do Ceará
instacron_str UFC
institution UFC
repository.name.fl_str_mv -
repository.mail.fl_str_mv mail@mail.com
_version_ 1643295174115196928