Implied volatility sentiment: a tale of two tails

  • Low probability events are overweighted in the pricing of out-of the-money index puts and single stock calls. We find that this behavioral bias is strongly time-varying, linked to equity market sentiment, and higher moments of the risk-neutral density. An implied volatility (IV) sentiment measure that is jointly derived from index and single stock options explains investors' overweight of tail events the best. Our findings also suggest that IV-sentiment predicts equity markets reversals better than overweight of small probabilities itself. When employed in a trading strategy, IV-sentiment delivers economically significant results, which are more consistent than the ones produced by the market sentiment factor. The joint use of information from the single stock and index option markets seems to explain the forecasting power of IV-sentiment. Out-of-sample tests on reversal prediction show that our IV-sentiment measure adds value over and above traditional factors in the equity risk premium literature, especially as an equity-buying signal. This reversals prediction seems to improve time-series and cross-sectional momentum strategies.

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Metadaten
Author:Luiz Félix, Roman KräusslORCiDGND, Philip Stork
URN:urn:nbn:de:hebis:30:3-427191
URL:https://www.ifk-cfs.de/fileadmin/downloads/publications/wp/2016/CFS_WP_565.pdf
Parent Title (English):Center for Financial Studies (Frankfurt am Main): CFS working paper series ; No. 565
Series (Serial Number):CFS working paper series (565)
Publisher:Center for Financial Studies
Place of publication:Frankfurt, M.
Document Type:Working Paper
Language:English
Year of Completion:2017
Year of first Publication:2017
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2017/01/31
Tag:equity-risk premium; implied volatility skew; predictability; reversals; sentiment
Issue:January 2017
Page Number:50
HeBIS-PPN:400130246
Institutes:Wirtschaftswissenschaften / Wirtschaftswissenschaften
Wissenschaftliche Zentren und koordinierte Programme / Center for Financial Studies (CFS)
Dewey Decimal Classification:3 Sozialwissenschaften / 33 Wirtschaft / 330 Wirtschaft
Sammlungen:Universitätspublikationen
Licence (German):License LogoDeutsches Urheberrecht