Quantifying Cross-Correlations between Economic Policy Uncertainty and Bitcoin Market: Evidence from Multifractal Analysis

被引:3
|
作者
Ma, Junjun [1 ]
Wang, Tingting [2 ]
Zhao, Ruwei [3 ]
机构
[1] Beijing Univ Technol, Sch Econ & Management, Beijing 100124, Peoples R China
[2] Tianjin Bohai Sea Monitoring & Management Ctr, Tianjin 300456, Peoples R China
[3] Jiangnan Univ, Sch Business, Wuxi 214122, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
MONETARY-POLICY; PRICE DYNAMICS; CHINESE STOCK; CRUDE-OIL; VOLATILITY; CRYPTOCURRENCIES; INEFFICIENCY; SENTIMENT; FORECAST; HEDGE;
D O I
10.1155/2022/1072836
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We investigate the dynamic correlation between the Bitcoin price (BTC) and the U.S. economic policy uncertainty index (USEPU) from the perspective of multifractality. Utilizing the multifractal detrended cross-correlation analysis (MF-DCCA), we confirm a long-range cross-correlation between BTC and USEPU. Moreover, the empirical results of MF-DCCA show that the power-law properties and multifractal characteristics between BTC and USEPU are significant. We further examine the long-range dependency of cross-correlation between BTC and USEPU series via the Hurst exponent test and confirm the durable cross-correlation. Finally, we introduce another multifractal indicator and examine the extent of multifractality among time series. The empirical results indicate that the BTC series, USEPU series, and the cross-correlation of BTC-USEPU present apparent multifractality, where BTC shows the strongest degree of multifractality.
引用
收藏
页数:9
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