This study investigates the impacts of the economic policy uncertainty (EPU) indexes of China and the G7 countries on Chinese stock market volatility and further constructs a new diffusion index based on these indexes using principal component analysis (PCA) to achieve enhanced predictive ability. The in-sample results indicate that the EPU indexes of China and some of the G7 countries show a significantly negative impact on future volatility. Moreover, our constructed diffusion index also has a significantly negative impact. Furthermore, the out-of-sample results show that this diffusion index exhibits a significantly higher forecast accuracy than the EPU itself and combination forecasts. Finally, various robustness checks are consistent with our main conclusions. Overall, we construct a new and useful indicator that can substantially increase forecast accuracy with respect to the Chinese stock market.
机构:
Southwest Jiaotong Univ, Sch Econ & Management, Chengdu, Peoples R ChinaSouthwest Jiaotong Univ, Sch Econ & Management, Chengdu, Peoples R China
Guo, Yangli
Chevallier, Julien
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IPAG Business Sch, IPAG Lab, 184 Blvd St Germain, F-75006 Paris, France
Univ Paris 8 LED, 2 rue Liberte, F-93526 St Denis, FranceSouthwest Jiaotong Univ, Sch Econ & Management, Chengdu, Peoples R China