Can economic policy uncertainty predict exchange rate volatility? New evidence from the GARCH-MIDAS model

被引:63
|
作者
Zhou, Zhongbao [1 ]
Fu, Zhangyan [1 ]
Jiang, Yong [2 ]
Zeng, Ximei [1 ]
Lin, Ling [3 ]
机构
[1] Hunan Univ, Sch Business Adm, Changsha 410082, Peoples R China
[2] Nanjing Audit Univ, Nanjing 211815, Peoples R China
[3] Hunan Agr Univ, Sch Econ, Changsha 410128, Peoples R China
基金
中国国家自然科学基金;
关键词
Economic policy uncertainty; Chinese exchange rate volatility; GARCH-MIDAS model; Forecasting; RATE RETURNS; INVESTMENT;
D O I
10.1016/j.frl.2019.08.006
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This paper investigates the impact of relative economic policy uncertainty between China and the United States (the Sino-US EPU ratio) on the Chinese exchange rate volatility by employing a GARCH-MIDAS model. Moreover, we compare the out-of-sample volatility forecasting performance of the GARCH-MIDAS model with that of traditional GARCH-type models. The empirical results suggest that: (i) the Sino-US EPU ratio has a positive impact on the long-term volatility of the Chinese exchange rate, (ii) the GARCH-MIDAS model performs better than the traditional GARCH-type models.
引用
收藏
页数:8
相关论文
共 50 条
  • [41] Crude oil volatility forecasting: Insights from a novel time-varying parameter GARCH-MIDAS model
    Peng, Lijuan
    Liang, Chao
    Yang, Baoying
    Wang, Lu
    [J]. INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2024, 94
  • [42] Can climate risks affect cryptocurrency volatility? Fresh evidence from a GARCH-MIDAS-X model
    Xia, Yufei
    Fu, Yating
    Zong, Ziyi
    Zheng, Qiong
    [J]. APPLIED ECONOMICS LETTERS, 2023,
  • [43] Exchange rate volatility predictability: A new insight from climate policy uncertainty
    Peng, Lijuan
    Pan, Zhigang
    Liang, Chao
    Umar, Muhammad
    [J]. ECONOMIC ANALYSIS AND POLICY, 2023, 80 : 688 - 700
  • [44] Uncertainty and exchange rate volatility: Evidence from Mexico
    Bush, Georgia
    Noria, Gabriela Lopez
    [J]. INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2021, 75 : 704 - 722
  • [45] Can economic policy uncertainty and investors sentiment predict commodities returns and volatility?
    Shahzad, Syed Jawad Hussain
    Raza, Naveed
    Balcilar, Mehmet
    Ali, Sajid
    Shahbaz, Muhammad
    [J]. RESOURCES POLICY, 2017, 53 : 208 - 218
  • [46] Volatility Transmission from Equity, Bulk Shipping, and Commodity Markets to Oil ETF and Energy Fund-A GARCH-MIDAS Model
    Lin, Arthur J.
    Chang, Hai-Yen
    [J]. MATHEMATICS, 2020, 8 (09)
  • [47] Forecasting oil futures price volatility with economic policy uncertainty: a CARR-MIDAS model
    Wu, Xinyu
    Cui, Hao
    Wang, Lu
    [J]. APPLIED ECONOMICS LETTERS, 2023, 30 (02) : 120 - 125
  • [48] Economic policy uncertainty and dollar-pound exchange rate return volatility
    Bartsch, Zachary
    [J]. JOURNAL OF INTERNATIONAL MONEY AND FINANCE, 2019, 98
  • [49] What drives risk in China's soybean futures market? Evidence from a flexible GARCH-MIDAS model
    Wang, Xinyu
    Zhang, Lele
    Cheng, Qiuying
    Shi, Song
    Niu, Huawei
    [J]. JOURNAL OF APPLIED ECONOMICS, 2022, 25 (01) : 454 - 475
  • [50] Economic policy uncertainty and the Chinese stock market volatility: new evidence
    Li, Yu
    Ma, Feng
    Zhang, Yaojie
    Xiao, Zuoping
    [J]. APPLIED ECONOMICS, 2019, 51 (49) : 5398 - 5410