Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5102840 | Physica A: Statistical Mechanics and its Applications | 2017 | 8 Pages |
Abstract
In this study, we investigate whether economic policy uncertainty (EPU) can impact on future volatility based on the multifractal insight. Our estimation results show that the impact of EPU on future volatility is significantly positive, which indicate that EPU can aggravate the future market risk. Moreover, Out-of-sample results tell us that adding EPU as explanatory variable to volatility models can indeed improve the forecasting performance. Furthermore, we also find evidence that the multifractal volatility models can beat the GARCH-class models in forecasting.
Keywords
Related Topics
Physical Sciences and Engineering
Mathematics
Mathematical Physics
Authors
Zhicao Liu, Yong Ye, Feng Ma, Jing Liu,