Modeling Stock Return Distributions and Pricing Options

This article provides evidence that stock returns, after truncation, might be modeled by a special type of continuous mixtures of normals, so-called <italic>q</italic>-Gaussians. Negative binomial distributions might model the counts for extreme returns. A generalized jump-diffusion model is proposed, and an explicit option-pricing formula is obtained.