Economic policy uncertainty and gold return dynamics: Evidence from high-frequency data

被引:25
作者
Zhang, Hongwei [1 ,2 ]
Demirer, Riza [3 ]
Huang, Jianbai [2 ,4 ]
Huang, Wanjun [4 ]
Suleman, Muhammad Tahir [5 ]
机构
[1] Cent South Univ, Sch Math & Stat, Changsha 410083, Peoples R China
[2] Cent South Univ, Inst Met Resources Strategy, Changsha 410083, Peoples R China
[3] Southern Illinois Univ Edwardsville, Dept Econ & Finance, Edwardsville, IL 62026 USA
[4] Cent South Univ, Sch Business, Changsha 410083, Peoples R China
[5] Univ Otago, Dept Accounting & Finance, Dunedin, New Zealand
基金
中国国家自然科学基金;
关键词
Economic policy uncertainty; Gold returns; Intraday volatility; TVP-VAR model With stochastic volatility; MICROSTRUCTURE NOISE; SAFE HAVEN; STOCK; PRICES; VOLATILITY; BONDS; HEDGE; VARIANCE; EQUITY; RISK;
D O I
10.1016/j.resourpol.2021.102078
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper examines the dynamic effect of economic policy uncertainty (EPU) on return and volatility in gold futures via the time varying parameter VAR (TVP-VAR) model with stochastic volatility applied to high-frequency data. We show that the impulse responses of gold returns and volatility to EPU shocks are time-varying and exhibit asymmetric patterns alternately over the sample period. While the effect of EPU on gold volatility is generally stronger in the intermediate to long horizons, the opposite is observed in the case of gold returns, underscoring the additive effects of uncertainty shocks on gold market volatility. The effect of EPU on gold volatility is found to be asymmetric with respect to the nature of shocks and stronger in times of crisis or major events, with such events implied by high EPU values associated with positive volatility jumps in the gold market. Our findings have significant implications for the valuation of gold derivatives and the effectiveness of gold as a potential hedge for financial investors and suggest that investors may risk mis-valuations and consequently, ineffective and costly hedges in response to uncertainty shocks if the time-variation in the response of gold return dynamics to uncertainty shocks is ignored.
引用
收藏
页数:12
相关论文
共 55 条
[31]   Investigating the risk-returntrade-off for crude oil futures using high-frequency data [J].
Gong, Xu ;
Wen, Fenghua ;
Xia, X. H. ;
Huang, Jianbai ;
Pan, Bin .
APPLIED ENERGY, 2017, 196 :152-161
[32]   The role of uncertainty measures on the returns of gold [J].
Gozgor, Giray ;
Lau, Chi Keung Marco ;
Sheng, Xin ;
Yarovaya, Larisa .
ECONOMICS LETTERS, 2019, 185
[33]  
Guo H., 2006, Economic Synopses
[34]  
Hansen PR, 2006, J BUS ECON STAT, V24, P208, DOI 10.1198/073500106000000170
[35]  
He F, 2020, IN PRESS
[36]   Is gold the best hedge and a safe haven under changing stock market volatility? [J].
Hood, Matthew ;
Malik, Farooq .
REVIEW OF FINANCIAL ECONOMICS, 2013, 22 (02) :47-52
[37]   Gold, platinum, and expected stock returns [J].
Huang, Darien ;
Kilic, Mete .
JOURNAL OF FINANCIAL ECONOMICS, 2019, 132 (03) :50-75
[38]   The effects of uncertainty measures on commodity prices from a time-varying perspective [J].
Huang, Jianbai ;
Li, Yingli ;
Zhang, Hongwei ;
Chen, Jinyu .
INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2021, 71 :100-114
[39]  
Jones A.T., 2014, Journal of Economics and Finance, V40, P367
[40]   EXPERIMENTAL TESTS OF THE ENDOWMENT EFFECT AND THE COASE THEOREM [J].
KAHNEMAN, D ;
KNETSCH, JL ;
THALER, RH .
JOURNAL OF POLITICAL ECONOMY, 1990, 98 (06) :1325-1348