Análise temporal da borracha natural brasileira

Detalhes bibliográficos
Autor(a) principal: Coelho Junior, Luiz Moreira
Data de Publicação: 2009
Outros Autores: Rezende, José Luiz Pereira de, Borges, Luis Antônio Coimbra, Oliveira, Antônio Donizette de
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/12585
Resumo: The natural rubber is a non-wood product obtained of the coagulation of some lattices of forest species, being Hevea brasiliensis the main one. Native from the Amazon Region, this species was already known by the Indians before the discovery of America. The natural rubber became a product globally valued due to its multiple applications in the economy, being its almost perfect substitute the synthetic rubber derived from the petroleum. Similarly to what happens with other countless products the forecast of future prices of the natural rubber has been object of many studies. The use of models of forecast of univariate time series stands out as the more accurate and useful to reduce the uncertainty in the economic decision making process. This study analyzed the historical series of prices of the Brazilian natural rubber (R$/kg), in the Jan/99 - Jun/2006 period, in order to characterize the rubber price behavior in the domestic market; estimated a model for the time series of monthly natural rubber prices; and foresaw the domestic prices of the natural rubber, in the Jul/2006 - Jun/2007 period, based on the estimated models. The studied models were the ones belonging to the ARIMA family. The main results were: the domestic market of the natural rubber is expanding due to the growth of the world economy; among the adjusted models, the ARIMA (1,1,1) model provided the best adjustment of the time series of prices of the natural rubber (R$/kg); the prognosis accomplished for the series supplied statistically adequate fittings.
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spelling Análise temporal da borracha natural brasileiraTime series analysis of the behavior of brazilian natural rubberEconomia florestalBorracha naturalSéries temporaisARIMAForest economyNatural rubberTime-seriesThe natural rubber is a non-wood product obtained of the coagulation of some lattices of forest species, being Hevea brasiliensis the main one. Native from the Amazon Region, this species was already known by the Indians before the discovery of America. The natural rubber became a product globally valued due to its multiple applications in the economy, being its almost perfect substitute the synthetic rubber derived from the petroleum. Similarly to what happens with other countless products the forecast of future prices of the natural rubber has been object of many studies. The use of models of forecast of univariate time series stands out as the more accurate and useful to reduce the uncertainty in the economic decision making process. This study analyzed the historical series of prices of the Brazilian natural rubber (R$/kg), in the Jan/99 - Jun/2006 period, in order to characterize the rubber price behavior in the domestic market; estimated a model for the time series of monthly natural rubber prices; and foresaw the domestic prices of the natural rubber, in the Jul/2006 - Jun/2007 period, based on the estimated models. The studied models were the ones belonging to the ARIMA family. The main results were: the domestic market of the natural rubber is expanding due to the growth of the world economy; among the adjusted models, the ARIMA (1,1,1) model provided the best adjustment of the time series of prices of the natural rubber (R$/kg); the prognosis accomplished for the series supplied statistically adequate fittings.A Borracha Natural é um produto não madeireiro obtido da coagulação do látex de determinadas espécies florestais, sendo a principal a Hevea brasiliensis. Proveniente da Amazônia, esta espécie já era conhecida dos índios antes do descobrimento da América. A borracha natural tornou-se produto mundialmente valorizado por suas múltiplas aplicações, em muitos setores da economia. À semelhança do que ocorre com outros produtos, a previsão de preços futuros da borracha natural tem sido objeto de muitos estudos. O uso de modelos de previsão que usam séries temporais univariadas se destaca como o mais preciso e útil para reduzir a incerteza no processo de tomada de decisões econômicas. Pretendeu-se, neste estudo, analisar as séries históricas dos preços da borracha natural brasileira (R$/kg), no período de jan./99 a jun./2006, a fim de caracterizar o mercado doméstico da borracha natural e; ajustar um modelo de previsão de seus preços. Os modelos estudados foram os da Família ARIMA (Autoregressive Integrated Moving Average). Os principais resultados obtidos foram: o mercado nacional da borracha natural apresenta ascensão, motivado pelo crescimento da economia mundial; entre os modelos ajustados, o que proporcionou melhor ajuste foi o modelo ARIMA (1,1,1) das séries de preços da borracha natural (R$/kg); a prognose realizada para a série forneceu bons ajustes, quando comparados com a realidade de mercado.Universidade Federal de Lavras2017-03-29T12:01:15Z2017-03-29T12:01:15Z2009-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfCOELHO JÚNIOR, L. M. et al. Análise temporal da borracha natural brasileira. Cerne, Lavras, v. 15, n. 1, p. 19-26, jan./mar. 2009.http://repositorio.ufla.br/jspui/handle/1/12585Cernereponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLACoelho Junior, Luiz MoreiraRezende, José Luiz Pereira deBorges, Luis Antônio CoimbraOliveira, Antônio Donizette deinfo:eu-repo/semantics/openAccesspor2017-03-29T12:01:15Zoai:localhost:1/12585Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2017-03-29T12:01:15Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Análise temporal da borracha natural brasileira
Time series analysis of the behavior of brazilian natural rubber
title Análise temporal da borracha natural brasileira
spellingShingle Análise temporal da borracha natural brasileira
Coelho Junior, Luiz Moreira
Economia florestal
Borracha natural
Séries temporais
ARIMA
Forest economy
Natural rubber
Time-series
title_short Análise temporal da borracha natural brasileira
title_full Análise temporal da borracha natural brasileira
title_fullStr Análise temporal da borracha natural brasileira
title_full_unstemmed Análise temporal da borracha natural brasileira
title_sort Análise temporal da borracha natural brasileira
author Coelho Junior, Luiz Moreira
author_facet Coelho Junior, Luiz Moreira
Rezende, José Luiz Pereira de
Borges, Luis Antônio Coimbra
Oliveira, Antônio Donizette de
author_role author
author2 Rezende, José Luiz Pereira de
Borges, Luis Antônio Coimbra
Oliveira, Antônio Donizette de
author2_role author
author
author
dc.contributor.author.fl_str_mv Coelho Junior, Luiz Moreira
Rezende, José Luiz Pereira de
Borges, Luis Antônio Coimbra
Oliveira, Antônio Donizette de
dc.subject.por.fl_str_mv Economia florestal
Borracha natural
Séries temporais
ARIMA
Forest economy
Natural rubber
Time-series
topic Economia florestal
Borracha natural
Séries temporais
ARIMA
Forest economy
Natural rubber
Time-series
description The natural rubber is a non-wood product obtained of the coagulation of some lattices of forest species, being Hevea brasiliensis the main one. Native from the Amazon Region, this species was already known by the Indians before the discovery of America. The natural rubber became a product globally valued due to its multiple applications in the economy, being its almost perfect substitute the synthetic rubber derived from the petroleum. Similarly to what happens with other countless products the forecast of future prices of the natural rubber has been object of many studies. The use of models of forecast of univariate time series stands out as the more accurate and useful to reduce the uncertainty in the economic decision making process. This study analyzed the historical series of prices of the Brazilian natural rubber (R$/kg), in the Jan/99 - Jun/2006 period, in order to characterize the rubber price behavior in the domestic market; estimated a model for the time series of monthly natural rubber prices; and foresaw the domestic prices of the natural rubber, in the Jul/2006 - Jun/2007 period, based on the estimated models. The studied models were the ones belonging to the ARIMA family. The main results were: the domestic market of the natural rubber is expanding due to the growth of the world economy; among the adjusted models, the ARIMA (1,1,1) model provided the best adjustment of the time series of prices of the natural rubber (R$/kg); the prognosis accomplished for the series supplied statistically adequate fittings.
publishDate 2009
dc.date.none.fl_str_mv 2009-01
2017-03-29T12:01:15Z
2017-03-29T12:01:15Z
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 temporal da borracha natural brasileira. Cerne, Lavras, v. 15, n. 1, p. 19-26, jan./mar. 2009.
http://repositorio.ufla.br/jspui/handle/1/12585
identifier_str_mv COELHO JÚNIOR, L. M. et al. Análise temporal da borracha natural brasileira. Cerne, Lavras, v. 15, n. 1, p. 19-26, jan./mar. 2009.
url http://repositorio.ufla.br/jspui/handle/1/12585
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 de Lavras
publisher.none.fl_str_mv Universidade Federal de Lavras
dc.source.none.fl_str_mv Cerne
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
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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)
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