波动率指数的操纵减少了吗?

T. Baumgartner, Andre Guettler
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引用次数: 0

摘要

操纵波动率指数结算可能会给投资者造成重大损失。通过分析高频数据,我们发现自2017年以来波动率指数操纵加速的迹象。偏差有上升的方向,平均在6%左右。特定的影响伴随着结算日。标的期权的看跌/看涨比率飙升10.9%。时间序列分解表明,这一差异超过了所有其他日子的特定日变化的80%。未平仓合约数据指向杠杆基金,它们在结算前7天系统性地收集额外敞口。所有其他参与者似乎都在结算前减少了自己的波动率指数敞口。2017年之后,市场似乎更容易适应并融入偏差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Has Manipulation in the VIX Decreased?
Manipulation in the VIX settlement can cause significant losses to investors. Analysing high-frequency data, we present indications of VIX manipulation accelerating since 2017. Deviations have an upward direction and average at around 6%. Specific effects accompany settlement days. The put/call ratio of underlying options surges by 10.9%. A time series decomposition demonstrates that this difference exceeds the day-specific variations of all other days by 80%. Data on open interest point towards leveraged funds, who systematically gather additional exposure in the seven days before settlement. All other players seem to reduce their VIX exposure before settlement. After 2017, the market seems to accustom itself and incorporate deviations more easily.
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