Interplay Multifractal Dynamics Among Carbon Trading Market, Geopolitical Risk and Economic Policy Uncertainty

IF 1.2 4区 工程技术 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
You-Shuai Feng, Mei-Jun Ling, Jing Gao
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Abstract

This paper explores the variations in cross-correlations among the carbon trading market, geopolitical risk (GPR) and economic policy uncertainty (EPU), focusing on their multifractality and asymmetric properties. Therefore, the study employs the multifractal detrended cross-correlation analysis (MF-DCCA) and multifractal asymmetric detrended cross-correlation analysis (MF-ADCCA) approaches to examine these relationships from a three-dimensional perspective. Also, the study looks into cross-correlations at different phases of carbon trading. Our findings reveal that the multifractal cross-correlations between the carbon trading market and GPR or EPU exhibit anti-persistence and asymmetry. The anti-persistent cross-correlations are notably stronger when GPR experiences a downtrend or when EPU undergoes an uptrend. Furthermore, distinct fluctuation patterns emerge across various trends and scales on Hurst surfaces. In the short term, the carbon trading market exhibits heightened sensitivity to changes in GPR or EPU when they rise or fall. The cross-correlations remain multifractal, anti-persistent and asymmetric across different stages of carbon trading. Notably, the multifractality of cross-correlations is most pronounced for the series pair EUA/GPR in Phase II and for the series pair EUA/UK EPU in Phase III and Phase IV. Except for the series pair EUA/UK EPU in Phase II, the anti-persistent cross-correlations are more pronounced during uptrend than downtrend for the other series pairs. Moreover, the series pair EUA/UK EPU exhibits the highest degree of asymmetry at all stages.

碳交易市场、地缘政治风险和经济政策不确定性之间的多分形动态相互作用
本文探讨了碳交易市场、地缘政治风险(GPR)和经济政策不确定性(EPU)之间的交叉相关性变化,重点关注它们的多分形和非对称特性。因此,本研究采用多分形去趋势交叉相关分析(MF-DCCA)和多分形非对称去趋势交叉相关分析(MF-ADCCA)方法,从三维角度研究这些关系。此外,本研究还探讨了碳交易不同阶段的交叉相关性。我们的研究结果表明,碳交易市场与 GPR 或 EPU 之间的多分形交叉相关性表现出反持久性和非对称性。当 GPR 出现下降趋势或 EPU 出现上升趋势时,反持续交叉相关性明显更强。此外,在赫斯特面上,不同趋势和尺度的波动模式也各不相同。在短期内,当 GPR 或 EPU 上升或下降时,碳交易市场对它们的变化表现出更高的敏感性。在碳交易的不同阶段,交叉相关性仍然是多分形、反持久和不对称的。值得注意的是,在第二阶段,EUA/GPR 系列对,以及在第三和第四阶段,EUA/英国 EPU 系列对,交叉相关性的多重性最为明显。除了第二阶段的 EUA/UK EPU 序列对,其他序列对在上升趋势中的反持续交叉相关性比下降趋势中的更明显。此外,欧盟/英国 EPU 序列对在所有阶段都表现出最高的不对称程度。
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来源期刊
Fluctuation and Noise Letters
Fluctuation and Noise Letters 工程技术-数学跨学科应用
CiteScore
2.90
自引率
22.20%
发文量
43
审稿时长
>12 weeks
期刊介绍: Fluctuation and Noise Letters (FNL) is unique. It is the only specialist journal for fluctuations and noise, and it covers that topic throughout the whole of science in a completely interdisciplinary way. High standards of refereeing and editorial judgment are guaranteed by the selection of Editors from among the leading scientists of the field. FNL places equal emphasis on both fundamental and applied science and the name "Letters" is to indicate speed of publication, rather than a limitation on the lengths of papers. The journal uses on-line submission and provides for immediate on-line publication of accepted papers. FNL is interested in interdisciplinary articles on random fluctuations, quite generally. For example: noise enhanced phenomena including stochastic resonance; 1/f noise; shot noise; fluctuation-dissipation; cardiovascular dynamics; ion channels; single molecules; neural systems; quantum fluctuations; quantum computation; classical and quantum information; statistical physics; degradation and aging phenomena; percolation systems; fluctuations in social systems; traffic; the stock market; environment and climate; etc.
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