Why Does Volatility Uncertainty Predict Equity Option Returns?

Jie Jay Cao, Aurelio Vasquez, Xiao Xiao, Xintong Eunice Zhan

Research output: Journal article publicationJournal articleAcademic researchpeer-review

2 Citations (Scopus)

Abstract

Delta-hedged option returns consistently decrease in volatility of volatility changes (volatility uncertainty), for both implied and realized volatilities. We provide a thorough investigation of the underlying mechanisms including model-risk and gambling-preference channels. Uncertainty of both volatilities amplifies the model risk, leading to a higher option premium charged by dealers. Volatility of volatility-increases, rather than that of volatility-decreases, contributes to the effect of implied volatility uncertainty, supporting the gambling-preference channel. We further strengthen this channel by examining the effects of option end-users net demand and lottery-like features, and by decomposing implied volatility changes into systematic and idiosyncratic components.

Original languageEnglish
Article number2350005-1
JournalQuarterly Journal of Finance
Volume13
Issue number1
DOIs
Publication statusPublished - 1 Mar 2023

Keywords

  • Delta-hedged option returns
  • gambling preference
  • model risk
  • volatility uncertainty
  • volatility-of-volatility

ASJC Scopus subject areas

  • Finance
  • Economics and Econometrics
  • Strategy and Management

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