预期和已实现的波动收益

Guanglian Hu, Kris Jacobs
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引用次数: 5

摘要

市场波动预期收益,可以从封闭式的VIX期货中获得,预测后续多期实现波动收益。预期波动率回报率平均为负,但在波动率增加后变得更加负。这与随后的波动性实现收益成正相关,波动性增加后实现收益呈负相关。预期波动率收益也能预测未来指数收益,因为已实现波动率收益与已实现指数收益负相关。我们展示了这些结果如何与市场方差风险溢价、波动率指数期限结构斜率和波动率指数溢价的预测能力的现有结果相关联。结果是稳健的广泛变化的经验设置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Expected and Realized Returns on Volatility
Expected returns on market volatility, which can be obtained from VIX futures in closed form, predict subsequent multi-period realized volatility returns. Expected volatility returns are negative on average, but become more negative after volatility increases. This generates a positive relation with subsequent realized returns on volatility, which are more negative following increases in volatility. Expected volatility returns also predict future index returns, because realized volatility returns are negatively correlated with realized index returns. We show how these results are related to existing results on the predictive power of the market variance risk premium, the slope of the VIX term structure, and the VIX premium. The results are robust to a wide range of variations in the empirical setup.
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