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Extreme Asymmetric Volatility: VIX and S&P 500

Aboura, Sofiane; Wagner, Niklas (2014-06), Extreme Asymmetric Volatility: VIX and S&P 500. https://basepub.dauphine.fr/handle/123456789/13840

Type
Document de travail / Working paper
External document link
http://dx.doi.org/10.2139/ssrn.1348563
Date
2014-06
Pages
41
Metadata
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Author(s)
Aboura, Sofiane
Dauphine Recherches en Management [DRM]
Wagner, Niklas
Passau University
Abstract (EN)
Asymmetric volatility in equity markets has been widely documented in finance (Bekaert and Wu (2000)). We study asymmetric volatility for daily S&P 500 index returns and VIX index changes, thereby examining the relation between extreme changes in risk-neutral volatility expectations and in aggregate asset prices. To this aim, we model market returns, implied VIX market volatility and volatility of VIX volatility, showing that volatility of volatility is asymmetric in that past positive volatility shocks drive positive shocks to volatility of volatility. Our results document the existence of a significant extreme asymmetric volatility effect, i.e. there is contemporaneous volatility-return tail dependence for crashes but not for booms. We then outline aggregate market price implications of extreme asymmetric volatility, indicating, for example, that a one-in-a-hundred trading day innovation to average VIX volatility under volatility feedback relates to an expected market drop of more than 4 percent.
Subjects / Keywords
Market volatility; Asymmetric volatility; Leverage effect; Volatility feedback; Pricing of VIX shocks; Market stress; Systemic market risk; Extreme volatility
JEL
C32 - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
G10 - General
G32 - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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