Core inflation in Brazil: an empirical approach in the field of frequency
Autor(a) principal: | |
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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. |
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Biblioteca Digital de Teses e Dissertações da UFC |
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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 Cearà |
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 Cearà |
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 |
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1643295174115196928 |