Análise temporal da borracha natural brasileira
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , |
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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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) |
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UFLA |
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UFLA |
reponame_str |
Repositório Institucional da UFLA |
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Repositório Institucional da UFLA |
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Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA) |
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nivaldo@ufla.br || repositorio.biblioteca@ufla.br |
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1815439090075566080 |