New model using option prices improves accuracy of asset return forecasts
A new forecasting model using option prices to predict asset return volatility was tested. By combining asset returns, realized variance, and the VIX, the model showed improved accuracy in predicting S&P500 index variance. Linear models worked well for short-term forecasts, while log-linear models were better for longer-term predictions.