The Information Content of Option Prices Regarding Future Stock Return Serial Correlation

Abstract

I investigate the relation between option prices and daily stock return serial correlation. I demonstrate that the variance ratio, calculated as the ratio of realized to implied stock return variance, has both a contemporaneous and predictive relation with stock return serial correlation. The ability of the variance ratio to predict future stock return serial correlation gives rise to a daily trading strategy that implements reversal trading on stocks predicted to exhibit large negative serial correlation and momentum trading on stocks with high predicted serial correlation. The trading strategy generates risk-adjusted returns in excess of 6.5% per year.

Keywords: Implied Volatility, Serial Correlation

JEL Classification: G12, G14, G17