Análise temporal da borracha natural brasileira

Detalhes bibliográficos
Autor(a) principal: Coelho Junior, Luiz Moreira
Data de Publicação: 2015
Outros Autores: Rezende, José Luiz Pereira de, Borges, Luís 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/1/14338
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-seriesAutoregressive integrated moving average (ARIMA)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. 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$/kg), no período de jan./99 a jun./2006, a fim de caracterizar o mercado doméstico da borracha naturale; ajustar um modelo de previsão de seus preços. Os modelos estudados foram os da Família ARIMA (Autoregressive IntegratedMoving Average). Os principais resultados obtidos foram: o mercado nacional da borracha natural apresenta ascensão, motivado pelo crescimento da economia mundial; entre os modelos ajustados, o que proporcionou melhor ajuste foi o modelo ARIMA (1,1,1) das séries de preços da borracha natural (R$/kg); a prognose realizada para a série forneceu bons ajustes, quando comparados com a realidade de mercado.Universidade Federal de Lavras (UFLA)2015-05-222017-08-01T20:14:19Z2017-08-01T20:14:19Z2017-08-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfCOELHO JUNIOR, 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/1/143382317-63420104-7760reponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAporhttp://www.cerne.ufla.br/site/index.php/CERNE/article/view/213/183Attribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessCoelho Junior, Luiz MoreiraRezende, José Luiz Pereira deBorges, Luís Antônio CoimbraOliveira, Antônio Donizette de2021-05-13T22:35:17Zoai:localhost:1/14338Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2021-05-13T22:35:17Repositório 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
Autoregressive integrated moving average (ARIMA)
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, Luís Antônio Coimbra
Oliveira, Antônio Donizette de
author_role author
author2 Rezende, José Luiz Pereira de
Borges, Luís 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, Luís 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
Autoregressive integrated moving average (ARIMA)
topic Economia florestal
Borracha natural
Séries temporais
ARIMA
Forest economy
Natural rubber
Time-series
Autoregressive integrated moving average (ARIMA)
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 2015
dc.date.none.fl_str_mv 2015-05-22
2017-08-01T20:14:19Z
2017-08-01T20:14:19Z
2017-08-01
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 COELHO JUNIOR, 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/1/14338
identifier_str_mv COELHO JUNIOR, 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/1/14338
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv http://www.cerne.ufla.br/site/index.php/CERNE/article/view/213/183
dc.rights.driver.fl_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Lavras (UFLA)
publisher.none.fl_str_mv Universidade Federal de Lavras (UFLA)
dc.source.none.fl_str_mv 2317-6342
0104-7760
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)
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