Department of Economics and Business Economics Aarhus University Fuglesangs Allé 4 DK-8210 Aarhus V Denmark Email: oekonomi@au.dk Tel: +45 8716 5515 Comparing Predictive Accuracy under Long Memory - With an Application to Volatility Forecasting Robinson Kruse, Christian Leschinski and Michael Will CREATES Research Paper 2016-17