Analysis of the Co-Movements in the Short Term of Commodities Oil, Mineral Coal and Crude Oil
DOI:
https://doi.org/10.5902/2179460X39881Keywords:
Mineral Commodities, Autorregressive Vectors, Response Impulse.Abstract
O principal objetivo deste estudo é determinar a relação entre petróleo, petróleo bruto e commodities de carvão mineral, de 1997 a 2015, para entender, identificar e quantificar seu impacto no relacionamento de curto prazo usando os modelos vetoriais auto-regressivos. A metodologia dos vetores autoregressivos fornecerá a avaliação das funções de resposta a impulsos e decomposição de variância aplicada às mercadorias incluídas neste estudo. Nossas descobertas mostram que o petróleo afeta os preços do carvão mineral e do petróleo e seu próprio preço; mas não é afetado pelas variáveis de pedido. Óleo provoca um comportamento instável nas outras variáveis, apresentando efeitos positivos e negativos, todas as variáveis, depois de sofrer choques externos, retornaram aos seus níveis normais de oscilação até o 7 thperíodo. Um impulso de um desvio padrão em petróleo bruto afectar carvão mineral positivamente e negativamente, e começam a ficar estável em 9 th período. A resposta ao petróleo é oscilatória quando o carvão mineral recebe um choque externo e começa a se estabilizar no sexto mês. O conhecimento de seu comportamento ao longo do tempo é importante para que os gerentes tomem decisões assertivas com um planejamento estratégico adequado, com base nas informações científicas.
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References
BENTES SR. On the integration of financial markets: How strong is the evidence from five international stock markets? Phys. A Stat. Mech. its Appl. 2015;429: 205–214.
BNDES. [Internet]. O Banco Nacional de Desenvolvimento Econômico e Social. [cited 2016 Mar 09]. Perspectivas do Investimento 2015 - 2018 e Panoramas Setoriais. Boletim elaborado pela Área de Pesquisa e Acompanhamento Econômico (APE) e pelo Comitê de Análise Setorial (CAS). Biblioteca Digital. 2014; Available from: https://web.bndes.gov.br/bib/jspui/bitstream/1408/7361/1/boletim_perspectivas_fevereiro2016_P_BD.pdf
BORBA RF. Carvão Mineral. Fontes Energ. [Internet]. 2015 [cited 2016 Abr. 19];1(1): 1–19. Available from: http://www.mundoeducacao.com/geografia/carvao-mineral.htm
BOUTABBA MA. The impact of financial development, income, energy and trade on carbon emissions: Evidence from the Indian economy. Econ. Model. 2014;40: 33–41.
BUENO RLS. Econometria de Séries Temporais, 2º st ed. São Paulo: Cengage Learning 2011.
BUENO RLS. Econometria de Séries Temporais. São Paulo: Cengage Learning. 2008.
ANDINI C. Unemployment and Welfare Participation in a Structural VAR: Rethinking the 1990s in the United States. International Review of Applied Economics. 2006;20(2): 243-253.
CANUTO O. The Commodity Super Cycle : Is This Time Different ? Economic Premise. 2014;150: 1–4.
CASOTTI BP, FILHO EDB, CASTRO PC. China desacelera e põe fim à bonança das commodities. [Internet]. 2015 [cited 2016 Out. 09];121-162. Available from: http://infograficos.estadao.com.br/economia/por-que-o-brasil- parou/commodities.php.
CAVALCANTI MAFH. Identificação de modelos VAR e causalidade de Granger: uma nota de advertência. Econ. Apl. 2010;251–260.
CHAREMZA W, DEADMAN D. New Directions in Econometric Practice General to specific Modelling, Cointegration and Vector Autoregression, 2ª st ed. Edward Elgar Pub. 1997.
DICKEY DA, FULLER WA. Distribution of the Estimators for Autoregressive Time Series With a Unit Root. J. Am. Stat. Assoc. 1979;74: 427–431.
ENDERS W. Applied econometric time series.Wiley series in probability and mathematical statistics, New York: John Wiley and Sons. 1995.
FORTUNY M, RAMOS ALD, DARIVA C, EGUES SMDS, SANTOS AF, NELE M, et al. Principais aplicações das microondas na produção e refino de petróleo. Quim. Nova. 2008;31: 1553–1561.
HILL J, LEAVER JD. Effect of stage of growth at harvest and level of urea application on chemical changes during storage of whole-crop wheat. Anim. Feed Sci. Technol. 1999;77: 281–301.
KWIATKOWSKI D, PHILLIPS PCB, SCHMIDT P, SHIN Y. Testing the null hypothesis of stationarity against the alternative of a unit root. J. Econom. 1992;54: 159–178.
LEDER F, SHAPIRO JN. This time it’s different. An inevitable decline in world petroleum production will keep oil product prices high, causing military conflicts and shifting wealth and power from democracies to authoritarian regimes. Energy Policy. 2008;36: 2840–2842.
MACHADO I. Fim da bolha das commodities minerais obriga Brasil a repensar seu papelnomercadomundial. Longevidade ADunicamp. [Internet]. 2015;[cited 2016 Jan 12]. Available from: http://longevidadeadunicamp.org.br/?p=1415
MADDALA GS. Introduction to econometric. 2º st ed. Cliffs, New Jersey : Englewood. 1992.
MASAYOSHI H. Previsão de casos de assistência social: o caso do programa de assistência pública japonesa. Ciências do Planejamento Socioeconômico, 2014;48: 2, 105-114.
MAYORGA RDO, KHAN AS, MAYORGA RD, LIMA PVPS, MARGARIDO MA. Análise de transmissão de preços do mercado atacadista de melão do Brasil. Rev. Econ. e Sociol. Rural. 2007;45: 675–704.
MEYER L, TSATSARONIS G, BUCHGEISTER J, SCHEBEK L. Exergoenvironmental analysis for evaluation of the environmental impact of energy conversion systems. Energy. 2009;34: 75–89.
NASCIMENTO FMF, MENDONÇA RMG, MACÊDO MIF, SOARES PSM. Impactos ambientais nos recursos hídricos da exploração de carvão em Santa Catarina. Companhia de Pesquisa de Recursos Minerais – CPRM. [Internet] 2002 [cited 2016 Abr. 19];1 - 12. Available from: http://rigeo.cprm.gov.br/jspui/handle/doc/906
NGUYEN HT. Discussion Papers in Economics. Work. Pap. 2011;11(03): 1–47.
SEABRA F, KOMOTO NT, SAMPAIO CV. Atualidade econômica, Boletim Edição Especial sobre Brasil e Crise. [Internet]. 2015 [cited 2016 Nov. 12];64: 1-33. Available from: http://cnm.ufsc.br/files/2015/11/BOLETIM-N.-64-24-de-novembro.pdf
SENNA V de, SOUZA AM. Assessment of the relationship of government spending on social assistance programs with Brazilian macroeconomic variables. Phys. A Stat. Mech. its Appl. 2016;462: 21–30.
SILVA CRA da, GARRAFA MTF, NAVARENHO PL, GADO R, YOSHIMA S. Energia e Ambiente A Biomassa Como Alternativa Energética Para O Brasil. Rev. Brasileira de Ciências Ambientais. 2005;25–36.
SILVA LAP da. Os novos contornos da economia global no pós-crise e suas implicações para a agenda de crescimento do Brasil. Palestra na CCFB-Câmara de Comércio França-Brasil em São Paulo. 2014;1–14.
SOBRAL TEL, BARRETO G. Análise dos Critérios De Informação para a seleção de ordem em modelos auto-regressivos, in: 10ª Conferência Brasileira de Dinâmica, Controle e Aplicações. 2011;379–382.
TSAI IC. The source of global stock market risk: A viewpoint of economic policy uncertainty. Econ. Model. 2017;60, 122–131.
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