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Risk and Return in Stochastic Volatility Models: Volatility Feedback Matters!

Authors: Daniel R. Smith;

Risk and Return in Stochastic Volatility Models: Volatility Feedback Matters!

Abstract

We develop a model of stock return volatility that includes a positive risk-return relation, a significant volatility feedback effect and explains a rich set of empirical phenomena. It explains the negative correlation between returns and volatility we observe in stock data. We find that including volatility feedback dramatically strengthens the risk-return relation. Contrary to some previous research we find that volatility feedback is economically significant, explaining around 13 percent of daily, and 28 percent of monthly, stock return volatility. We demonstrate that previous studies have found an economically insignificant feedback effect because of their choice of either empirical methodology or model specification.

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Powered by OpenAIRE graph
Found an issue? Give us feedback
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!
4
Average
Average
Average
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