We study the relationship between stock returns and the implied volatility smile slope of call and put options. Stocks with a steeper put slope earn lower future returns, while stocks with a steeper call slope earn higher future returns. Using dispersion of opinion as a proxy for belief...

Actuaries manage risk, and asset price volatility is the most fundamental parameter in models of risk management. This study utilizes recent advances in econometric theory to decompose total asset price volatility into a smooth, continuous component and a discrete (jump) component. We analyze a...

This study tests whether investor belief differences affect the cross-sectional variation of risk-neutral skewness, using data on firm-level stock options traded on the CBOE from 2003 to 2006. Using well known proxies for heterogeneous beliefs, we find that stocks with greater belief differences...