Economic policy uncertainty and the Chinese stock market volatility: new evidence

被引:49
|
作者
Li, Yu [1 ]
Ma, Feng [1 ]
Zhang, Yaojie [2 ]
Xiao, Zuoping [3 ]
机构
[1] Southwest Jiaotong Univ, Sch Econ & Management, Chengdu, Sichuan, Peoples R China
[2] Nanjing Univ Sci & Technol, Sch Econ & Management, Nanjing, Jiangsu, Peoples R China
[3] Hangzhou Dianzi Univ, Sch Accountancy, Hangzhou, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Volatility forecasting; the Chinese stock market; G7; monthly realized volatility; economic policy uncertainty; diffusion index; FORECASTING REALIZED VOLATILITY; OIL PRICE VOLATILITY; CRUDE-OIL; MACROECONOMIC FUNDAMENTALS; COMBINATION FORECASTS; US STOCK; RISK; RETURNS; MODEL; PREDICTION;
D O I
10.1080/00036846.2019.1613507
中图分类号
F [经济];
学科分类号
02 ;
摘要
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.
引用
收藏
页码:5398 / 5410
页数:13
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