Nowcasting Stock Implied Volatility with Twitter

Thomas Dierckx, Jesse Davis, Wim Schoutens

In this study, we predict next-day movements of stock end-of-day implied volatility using random forests. Through an ablation study, we examine the usefulness of different sources…