Does historical VIX term structure contain valuable information for predicting VIX futures

J. Jabłecki, Ryszard Kokoszczyński, Paweł Sakowski, R. Ślepaczuk, Piotr Wójcik
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引用次数: 2

Abstract

We suggest that the term structure of VIX futures shows a clear pattern of dependence on the current level of VIX index. At the low levels of VIX (below 20), the term structure is highly upward sloping, while at the high VIX levels (over 30) it is strongly downward sloping. We use these features to predict future VIX futures prices more precisely. We begin by introducing some quantitative measures of volatility term structure ( VTS ) and volatility risk premium ( VRP ). We use them further to estimate the distance between the actual value and the fair (model) value of the VTS . We find that this distance has significant predictive power for volatility futures and index futures and we use this feature to design simple strategies to invest in VIX futures.
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历史波动率指数期限结构是否包含有价值的信息来预测波动率指数期货
我们认为波动率指数期货的期限结构对当前波动率指数水平的依赖表现出明显的模式。在低VIX水平(低于20)时,期限结构高度向上倾斜,而在高VIX水平(超过30)时,期限结构强烈向下倾斜。我们使用这些特征来更准确地预测未来的VIX期货价格。本文首先介绍了波动性期限结构(VTS)和波动性风险溢价(VRP)的一些定量度量。我们进一步使用它们来估计VTS的实际值与公平(模型)值之间的距离。我们发现这一距离对波动率期货和指数期货具有显著的预测能力,并利用这一特征设计了简单的VIX期货投资策略。
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