Análise do comportamento temporal dos preços da borracha natural no mercado internacional

Detalhes bibliográficos
Autor(a) principal: Coelho Junior, Luiz Moreira
Data de Publicação: 2020
Outros Autores: Rezende, José Luiz Pereira de, Sáfadi, Thelma, Calegário, Natalino
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/42115
Resumo: This work analyzed the behavior of natural rubber prices in the international market from January 1982 to December 2006 in function of its aggregated demand and supply, pointing out the main producing and consuming countries. Specifically, the research studied the evolution of prices and of the marketed quantum of natural rubber in the international market. It was characterized, identified, estimated and analyzed models for the real monthly prices series of raw rubber RSS 1 (US$/t), and the accuracy of the estimated models for forecasting prices of this commodity was tested from Jan/2006 to Dez/2006. The studied models were of ARIMA-ARCH class. The main results were: the real natural rubber prices presented decreasing tendency in the period being studied; the ARIMA family estimated model indicating the existence of heteroskedasticity in the series, making it necessary to identify, to estimate and to analyze the models of ARCH family; the model which best adjusted the returns of the price series of the raw rubber RSS1 was AR(1)-GARCH(1,1); the models of the ARIMA family didn't satisfy the prognosis conditions of the series being studied; the AIR (1)-GARCH (1,1) model was accurate for forecasting rubber prices.
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spelling Análise do comportamento temporal dos preços da borracha natural no mercado internacionalTime series analysis of the behavior of natural rubber prices in the international marketEconomia florestalBorracha naturalSéries temporaisForest economyNatural rubberTime seriesThis work analyzed the behavior of natural rubber prices in the international market from January 1982 to December 2006 in function of its aggregated demand and supply, pointing out the main producing and consuming countries. Specifically, the research studied the evolution of prices and of the marketed quantum of natural rubber in the international market. It was characterized, identified, estimated and analyzed models for the real monthly prices series of raw rubber RSS 1 (US$/t), and the accuracy of the estimated models for forecasting prices of this commodity was tested from Jan/2006 to Dez/2006. The studied models were of ARIMA-ARCH class. The main results were: the real natural rubber prices presented decreasing tendency in the period being studied; the ARIMA family estimated model indicating the existence of heteroskedasticity in the series, making it necessary to identify, to estimate and to analyze the models of ARCH family; the model which best adjusted the returns of the price series of the raw rubber RSS1 was AR(1)-GARCH(1,1); the models of the ARIMA family didn't satisfy the prognosis conditions of the series being studied; the AIR (1)-GARCH (1,1) model was accurate for forecasting rubber prices.Este trabalho analisou o comportamento dos preços da borracha natural no mercado internacional, no período de janeiro de 1982 a dezembro de 2006, em função de sua oferta e demanda agregadas, evidenciando os principais países produtores e consumidores. Especificamente a pesquisa analisou a evolução dos preços e do quantum comercializado da borracha natural no mercado internacional. Caracterizou, identificou, estimou e analisou modelos para a série de preços reais mensais da borracha crua RSS 1 (US$/t) e; testou a precisão dos modelos estimados na previsão dos preços dessa commodity, no período de jan./2006 a dez./2006. Os modelos estudados foram das classes ARIMA-ARCH. Os principais resultados encontrados foram: 0s preços reais da borracha natural, no período estudado, apresentam tendência decrescente; A identificação e estimação dos modelos da família ARIMA mostraram a existência de heteroscedasticidade na série estudada e a necessidade de identificar, estimar e analisar os modelos da família ARCH; O modelo que melhor ajustou os retornos da série de preços da borracha crua RSS 1 foi o AR(1) para um GARCH(1,1); Os modelos da família ARIMA não satisfizeram as condições de previsão da série estudada; o modelo AR (1)-GARCH (1,1) se mostrou preciso para a realização de prognoses do preço da borracha.Universidade Federal de Santa Maria2020-07-24T18:11:52Z2020-07-24T18:11:52Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfCOELHO JÚNIOR, L. M. et al. Análise do comportamento temporal dos preços da borracha natural no mercado internacional. Ciência Florestal, Santa Maria, v. 19, n. 3, p. 293-303, jul./set. 2009.http://repositorio.ufla.br/jspui/handle/1/42115Ciência Florestalreponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAAttribution-NonCommercial 4.0 Internationalhttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccessCoelho Junior, Luiz MoreiraRezende, José Luiz Pereira deSáfadi, ThelmaCalegário, Natalinopor2020-07-24T18:11:52Zoai:localhost:1/42115Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2020-07-24T18:11:52Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Análise do comportamento temporal dos preços da borracha natural no mercado internacional
Time series analysis of the behavior of natural rubber prices in the international market
title Análise do comportamento temporal dos preços da borracha natural no mercado internacional
spellingShingle Análise do comportamento temporal dos preços da borracha natural no mercado internacional
Coelho Junior, Luiz Moreira
Economia florestal
Borracha natural
Séries temporais
Forest economy
Natural rubber
Time series
title_short Análise do comportamento temporal dos preços da borracha natural no mercado internacional
title_full Análise do comportamento temporal dos preços da borracha natural no mercado internacional
title_fullStr Análise do comportamento temporal dos preços da borracha natural no mercado internacional
title_full_unstemmed Análise do comportamento temporal dos preços da borracha natural no mercado internacional
title_sort Análise do comportamento temporal dos preços da borracha natural no mercado internacional
author Coelho Junior, Luiz Moreira
author_facet Coelho Junior, Luiz Moreira
Rezende, José Luiz Pereira de
Sáfadi, Thelma
Calegário, Natalino
author_role author
author2 Rezende, José Luiz Pereira de
Sáfadi, Thelma
Calegário, Natalino
author2_role author
author
author
dc.contributor.author.fl_str_mv Coelho Junior, Luiz Moreira
Rezende, José Luiz Pereira de
Sáfadi, Thelma
Calegário, Natalino
dc.subject.por.fl_str_mv Economia florestal
Borracha natural
Séries temporais
Forest economy
Natural rubber
Time series
topic Economia florestal
Borracha natural
Séries temporais
Forest economy
Natural rubber
Time series
description This work analyzed the behavior of natural rubber prices in the international market from January 1982 to December 2006 in function of its aggregated demand and supply, pointing out the main producing and consuming countries. Specifically, the research studied the evolution of prices and of the marketed quantum of natural rubber in the international market. It was characterized, identified, estimated and analyzed models for the real monthly prices series of raw rubber RSS 1 (US$/t), and the accuracy of the estimated models for forecasting prices of this commodity was tested from Jan/2006 to Dez/2006. The studied models were of ARIMA-ARCH class. The main results were: the real natural rubber prices presented decreasing tendency in the period being studied; the ARIMA family estimated model indicating the existence of heteroskedasticity in the series, making it necessary to identify, to estimate and to analyze the models of ARCH family; the model which best adjusted the returns of the price series of the raw rubber RSS1 was AR(1)-GARCH(1,1); the models of the ARIMA family didn't satisfy the prognosis conditions of the series being studied; the AIR (1)-GARCH (1,1) model was accurate for forecasting rubber prices.
publishDate 2020
dc.date.none.fl_str_mv 2020-07-24T18:11:52Z
2020-07-24T18:11:52Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv COELHO JÚNIOR, L. M. et al. Análise do comportamento temporal dos preços da borracha natural no mercado internacional. Ciência Florestal, Santa Maria, v. 19, n. 3, p. 293-303, jul./set. 2009.
http://repositorio.ufla.br/jspui/handle/1/42115
identifier_str_mv COELHO JÚNIOR, L. M. et al. Análise do comportamento temporal dos preços da borracha natural no mercado internacional. Ciência Florestal, Santa Maria, v. 19, n. 3, p. 293-303, jul./set. 2009.
url http://repositorio.ufla.br/jspui/handle/1/42115
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial 4.0 International
http://creativecommons.org/licenses/by-nc/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial 4.0 International
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 Federal de Santa Maria
publisher.none.fl_str_mv Universidade Federal de Santa Maria
dc.source.none.fl_str_mv Ciência Florestal
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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