Correlações cruzadas entre os mercados brasileiros de energia e alimentos

Detalhes bibliográficos
Autor(a) principal: LIMA, Cristiane Rocha Albuquerque
Data de Publicação: 2017
Tipo de documento: Tese
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFRPE
Texto Completo: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7245
Resumo: As human beings developed agriculture, human civilization was modified. Innovations in the world’s agriculture have turned this activity into a major energy drain. In this way, the agricultural sector become heavily dependent on energy prices through the cost of transport, fertilizers, pesticides and food processing. Energy prices also affect the food market by inducing policies that divert food crops to the production of biofuels. The relationship between oil prices and agricultural commodity (feedstock) prices has attracted a considerable attention in the last years, resulting in an extensive scientific literature. The most important link between the energy and food markets is the production of biofuels (ethanol and biodiesel). The increased production of biofuels and its competition with food production raises the need for a deeper understanding of the relationship between the two markets. The interaction between biofuel and food markets in the US and Europe has been extensively studied in the last years. On the other hand, the Brazilian market for sugar cane and ethanol has received much less attention. In the present study, the interaction between the Brazilian energy and food markets was investigated from the point of view of Econophysics. The weekly series of prices of oil, ethanol and sugar for the period 07/07/2000 to 03/24/2016 were analyzed using the methods Detrended Cross Correlation Analysis (DCCA) and its recently proposed modification Detrended Partial Cross Correlation Analysis (DPCCA) which was developed to quantify the intrinsic cross-correlations between two non-stationary time series. The results show the existence of long-range cross-correlations in time series of volatility of oil, ethanol and sugar indicated by the value of DCCA exponent which was greater than 0.5. The intrinsic cross-correlations revealed by the DPCCA are positive for ethanol-sugar and oil-sugar volatility series, and negative for oil-ethanol volatility series, suggesting that the interactions between energy commodity markets and agricultural commodity market are different from the interactions within the energy commodities market.
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spelling STOSIC, TatijanaMELO, Gabriel Rivas deSTOSIC, BorkoMELO, Gabriel Rivas deCUNHA FILHO, MoacyrMATTOS NETO, Paulo Salgado Gomes dehttp://lattes.cnpq.br/5101066558567559LIMA, Cristiane Rocha Albuquerque2018-05-14T14:17:22Z2017-08-24LIMA, Cristiane Rocha Albuquerque. Correlações cruzadas entre os mercados brasileiros de energia e alimentos. 2017. 55 f. Tese (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7245As human beings developed agriculture, human civilization was modified. Innovations in the world’s agriculture have turned this activity into a major energy drain. In this way, the agricultural sector become heavily dependent on energy prices through the cost of transport, fertilizers, pesticides and food processing. Energy prices also affect the food market by inducing policies that divert food crops to the production of biofuels. The relationship between oil prices and agricultural commodity (feedstock) prices has attracted a considerable attention in the last years, resulting in an extensive scientific literature. The most important link between the energy and food markets is the production of biofuels (ethanol and biodiesel). The increased production of biofuels and its competition with food production raises the need for a deeper understanding of the relationship between the two markets. The interaction between biofuel and food markets in the US and Europe has been extensively studied in the last years. On the other hand, the Brazilian market for sugar cane and ethanol has received much less attention. In the present study, the interaction between the Brazilian energy and food markets was investigated from the point of view of Econophysics. The weekly series of prices of oil, ethanol and sugar for the period 07/07/2000 to 03/24/2016 were analyzed using the methods Detrended Cross Correlation Analysis (DCCA) and its recently proposed modification Detrended Partial Cross Correlation Analysis (DPCCA) which was developed to quantify the intrinsic cross-correlations between two non-stationary time series. The results show the existence of long-range cross-correlations in time series of volatility of oil, ethanol and sugar indicated by the value of DCCA exponent which was greater than 0.5. The intrinsic cross-correlations revealed by the DPCCA are positive for ethanol-sugar and oil-sugar volatility series, and negative for oil-ethanol volatility series, suggesting that the interactions between energy commodity markets and agricultural commodity market are different from the interactions within the energy commodities market.Na medida em que os seres humanos desenvolveram a agricultura, a civilização humana foi modificada. As inovações na agricultura mundial transformaram esta atividade em um grande sorvedouro de energia. Consequentemente, os preços da energia aumentaram os custos dos transportes, fertilizantes, pesticidas e do processamento de alimentos. O mercado de alimentos também foi afetado pelos preços da energia através de políticas que passaram a desviar as culturas alimentares para a produção de biocombustíveis (etanol e biodiesel), criando assim uma importante ligação entre estes mercados e levantando a necessidade de uma compreensão mais profunda desta relação. Nos EUA e Europa, a interação entre os forma, a relação entre os preços do petróleo e os preços das commodities (matériasprimas) agrícolas tem atraído uma atenção considerável nos últimos anos. Por outro lado, o mercado brasileiro de cana-de-açúcar e etanol tem recebido muito menos atenção. No presente estudo, o objetivo foi investigar correlações intrínsecas de longo prazo entre os mercados brasileiros de energia e de alimentos, utilizando as técnicas da Econofísica. Foram analisadas as séries semanais de preços de petróleo, etanol e açúcar durante o período de 07/07/2000 a 24/03/2016 usando os métodos Detrended Cross Correlation Analysis (DCCA) e sua modificação recentemente proposta Detrended Partial Cross Correlation Analysis (DPCCA), desenvolvida para quantificar as correlações cruzadas intrínsecas entre duas séries temporais não estacionárias. Os resultados mostram que existem correlações cruzadas de longo alcance nas séries temporais de volatilidade do petróleo, etanol e açúcar, indicadas pelo valor do expoente DCCA maior que 0,5. As correlações intrínsecas reveladas pelo DPCCA são positivas para as séries de volatilidade de açúcar-etanol e de açúcar-petróleo, e negativas para as séries de volatilidade de etanol-petróleo, indicando que as interações entre os mercados de commodities do segmento de energia e commodities agrícolas são diferentes das interações dentro do mercado de commodities do segmento de energia.Submitted by Mario BC (mario@bc.ufrpe.br) on 2018-05-14T14:17:21Z No. of bitstreams: 1 Cristiane Rocha Albuquerque Lima.pdf: 1533326 bytes, checksum: 9e87bf8eb0c81a89231a288c86544a33 (MD5)Made available in DSpace on 2018-05-14T14:17:22Z (GMT). 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dc.title.por.fl_str_mv Correlações cruzadas entre os mercados brasileiros de energia e alimentos
title Correlações cruzadas entre os mercados brasileiros de energia e alimentos
spellingShingle Correlações cruzadas entre os mercados brasileiros de energia e alimentos
LIMA, Cristiane Rocha Albuquerque
Correlação cruzada
Correlação intrínseca
Mercado brasileiro
Energia
Alimento
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
title_short Correlações cruzadas entre os mercados brasileiros de energia e alimentos
title_full Correlações cruzadas entre os mercados brasileiros de energia e alimentos
title_fullStr Correlações cruzadas entre os mercados brasileiros de energia e alimentos
title_full_unstemmed Correlações cruzadas entre os mercados brasileiros de energia e alimentos
title_sort Correlações cruzadas entre os mercados brasileiros de energia e alimentos
author LIMA, Cristiane Rocha Albuquerque
author_facet LIMA, Cristiane Rocha Albuquerque
author_role author
dc.contributor.advisor1.fl_str_mv STOSIC, Tatijana
dc.contributor.advisor-co1.fl_str_mv MELO, Gabriel Rivas de
dc.contributor.referee1.fl_str_mv STOSIC, Borko
dc.contributor.referee2.fl_str_mv MELO, Gabriel Rivas de
dc.contributor.referee3.fl_str_mv CUNHA FILHO, Moacyr
dc.contributor.referee4.fl_str_mv MATTOS NETO, Paulo Salgado Gomes de
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/5101066558567559
dc.contributor.author.fl_str_mv LIMA, Cristiane Rocha Albuquerque
contributor_str_mv STOSIC, Tatijana
MELO, Gabriel Rivas de
STOSIC, Borko
MELO, Gabriel Rivas de
CUNHA FILHO, Moacyr
MATTOS NETO, Paulo Salgado Gomes de
dc.subject.por.fl_str_mv Correlação cruzada
Correlação intrínseca
Mercado brasileiro
Energia
Alimento
topic Correlação cruzada
Correlação intrínseca
Mercado brasileiro
Energia
Alimento
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
description As human beings developed agriculture, human civilization was modified. Innovations in the world’s agriculture have turned this activity into a major energy drain. In this way, the agricultural sector become heavily dependent on energy prices through the cost of transport, fertilizers, pesticides and food processing. Energy prices also affect the food market by inducing policies that divert food crops to the production of biofuels. The relationship between oil prices and agricultural commodity (feedstock) prices has attracted a considerable attention in the last years, resulting in an extensive scientific literature. The most important link between the energy and food markets is the production of biofuels (ethanol and biodiesel). The increased production of biofuels and its competition with food production raises the need for a deeper understanding of the relationship between the two markets. The interaction between biofuel and food markets in the US and Europe has been extensively studied in the last years. On the other hand, the Brazilian market for sugar cane and ethanol has received much less attention. In the present study, the interaction between the Brazilian energy and food markets was investigated from the point of view of Econophysics. The weekly series of prices of oil, ethanol and sugar for the period 07/07/2000 to 03/24/2016 were analyzed using the methods Detrended Cross Correlation Analysis (DCCA) and its recently proposed modification Detrended Partial Cross Correlation Analysis (DPCCA) which was developed to quantify the intrinsic cross-correlations between two non-stationary time series. The results show the existence of long-range cross-correlations in time series of volatility of oil, ethanol and sugar indicated by the value of DCCA exponent which was greater than 0.5. The intrinsic cross-correlations revealed by the DPCCA are positive for ethanol-sugar and oil-sugar volatility series, and negative for oil-ethanol volatility series, suggesting that the interactions between energy commodity markets and agricultural commodity market are different from the interactions within the energy commodities market.
publishDate 2017
dc.date.issued.fl_str_mv 2017-08-24
dc.date.accessioned.fl_str_mv 2018-05-14T14:17:22Z
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dc.identifier.citation.fl_str_mv LIMA, Cristiane Rocha Albuquerque. Correlações cruzadas entre os mercados brasileiros de energia e alimentos. 2017. 55 f. Tese (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
dc.identifier.uri.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7245
identifier_str_mv LIMA, Cristiane Rocha Albuquerque. Correlações cruzadas entre os mercados brasileiros de energia e alimentos. 2017. 55 f. Tese (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
url http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7245
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dc.publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Biometria e Estatística Aplicada
dc.publisher.initials.fl_str_mv UFRPE
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Departamento de Estatística e Informática
publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
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