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The influence of biofuels, economic and financial factors on daily returns of commodity futures prices

机译:生物燃料,经济和金融因素对商品期货价格日收益的影响

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摘要

Biofuels production has experienced rapid growth worldwide as one of several strategies to promote green energy economies. Indeed, climate change mitigation and energy security have been frequent rationales behind biofuel policies, but biofuels production could generate negative impacts, such as additional demand for feedstocks, and therefore for land on which to grow them, with a consequent increase in food commodity price. In this context, this paper examines the effect of biofuels and other economic and financial factors on daily returns of a group of commodity futures prices using Generalized Autoregressive Conditional Heteroskedasticity (GARCH) family models in univariate and multivariate settings. The results show that a complex of drivers are relevant in explaining commodity futures returns; more precisely, the Standard and Poorub4s (S&P) 500 positively affects commodity markets, while the US/Euro exchange rate brings about a decline in commodity returns. It turns out, in addition, that energy market returns are significant in explaining commodity returns on a daily basis, while monetary liquidity does not. Finally, the GARCH model has shown that current variance is influenced more by its past values than by the previous dayub4s shocks, and there is high persistence, meaning that variance slowly decays and prompts a sluggish 'revert to the mean' The multivariate BEKK framework confirms the results of the univariate setting.
机译:作为促进绿色能源经济的若干战略之一,生物燃料生产在世界范围内经历了快速增长。确实,缓解气候变化和能源安全一直是生物燃料政策背后的基本原理,但是生物燃料生产可能产生负面影响,例如对原料的额外需求,以及对种植原料的土地的额外需求,从而导致粮食商品价格上涨。在这种情况下,本文使用单变量和多变量环境下的广义自回归条件异方差(GARCH)族模型研究了生物燃料和其他经济和金融因素对一组商品期货价格的日收益的影响。结果表明,复杂的驱动因素与解释商品期货收益有关。更准确地说,标准普尔500(S&P)500对商品市场产生积极影响,而美元兑欧元汇率导致商品收益下降。此外,事实证明,能源市场的回报对于每天解释商品回报具有重要意义,而货币流动性却不重要。最终,GARCH模型表明,当前方差受其过去值的影响要大于前一天的冲击,而且持久性高,这意味着方差会缓慢衰减并导致缓慢的“恢复为均值”。多元BEKK框架确认了单变量设置的结果。

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  • 作者

    Algieri Bernardina;

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  • 年度 2014
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  • 原文格式 PDF
  • 正文语种 eng
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