A machine learning approach to volatility forecasting

Kim Christensen, Mathias Siggaard, Bezirgen Veliyev

We inspect how accurate machine learning (ML) is at forecasting realized variance of the Dow Jones Industrial Average index constituents. We compare several ML algorithms, includin…