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Journal of Futures Markets
Article . 2025 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Volatility Risk and Volatility‐of‐Volatility Risk: State‐Dependent Correlations Between VIX and the S&P 500 Stock Index and Hedging Effectiveness

Authors: Leon Li; Carl R. Chen;

Volatility Risk and Volatility‐of‐Volatility Risk: State‐Dependent Correlations Between VIX and the S&P 500 Stock Index and Hedging Effectiveness

Abstract

ABSTRACTOur research is one of the first to provide evidence to distinguish between two types of uncertainty: the volatility (VOL) risk and the volatility‐of‐volatility (VOV) risk. We outline a theoretical framework of state‐dependent correlations between the S&P 500 stock index and volatility index (VIX). We then develop a Buford's state‐dependent DCC model to account for various combinations of VOL and VOV risks and their nonuniform impacts on the correlations. Our empirical results show that the minimum negative correlation between the S&P 500 and VIX is observed under a high VOL but low VOV risk state, while the maximum occurs under a high VOL and high VOV risk state. The proposed state‐dependent model improves the portfolio risk reduction beyond the conventional time‐dependent models.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
hybrid