$SPX: Charting the GARCH model for volatility forecasting.

For long only entries, the GARCH model has done well this year (shown above). The model relies heavily on asymmetric volatility – the negative correlation between stock returns and volatility. Timely entry signals six out of seven times in the past year.

Little to no help when it comes to covering, although there are multiple good approaches to exiting long positions.