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Guilty speculators? Range-based conditional volatility in a cross-section of wheat futures

机译:有罪的投机者?小麦期货截面中基于范围的条件波动率

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摘要

In response to the unusually high levels of price volatility during the world food price crisis of 2007/2008, US and EU regulators have introduced position limits that aim to protect commodity markets from exposure to excess speculation. Such regulatory initiatives presuppose that excess speculation is indeed responsible for excess volatility. Our results debunk this presupposition and show the opposite effect: speculative activity reduces price volatility, particularly during times of distress. Our findings are based on a cross-section of wheat futures contracts, traded at five different commodity exchanges with various degrees of speculative activity. Volatility is estimated based on a Conditional Autoregressive Range Model (CARR), which is further augmented with exogenous excess-speculation shocks (CARRX). These models capture herding, feedback and noise trading, and a threshold version (TCARRX) identifies regimes in which the anatomy of the volatility process changes according to the level of excess speculation. Our findings support Working's hypothesis that a certain level of excess speculation is essential for a well-functioning market.
机译:为了应对2007/2008年世界食品价格危机期间异常高的价格波动,美国和欧盟监管机构引入了头寸限制,旨在保护商品市场免受过度投机的影响。此类监管举措以过度投机确实造成过度波动为前提。我们的结果揭穿了这种预设,并显示出相反的效果:投机活动减少了价格波动,尤其是在遇险时期。我们的研究结果基于小麦期货合约的横截面,该合约在具有不同程度的投机活动的五个不同商品交易所进行交易。波动率是根据条件自回归范围模型(CARR)估算的,该模型会随着外源性过度投机冲击(CARRX)进一步增强。这些模型捕获了羊群效应,反馈和噪声交易,而阈值版本(TCARRX)则确定了波动过程的结构根据过度投机的水平而变化的机制。我们的发现支持Working的假设,即一定水平的过度投机对于运作良好的市场至关重要。

著录项

  • 作者

    Haase, Marco; Huss, Matthias;

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  • 年度 2017
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  • 原文格式 PDF
  • 正文语种 eng
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