Cross-correlation and multifractality analysis of the Chinese and American stock markets based on the MF-DCCA model

The paper shows that (1) CSI 300 and S&P 500 have multifractal features, with different long-term memory, complexity and irregularity at different scales; (2) The markets are fractal movements influenced by investors' irrationality and expectations, not efficient markets; (3) Long-term memory and nonlinear effects cause the multifractal features. The paper offers a new perspective and method for the market investors and regulators.

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Publication Details

Journal
Heliyon
Published
2024-08-23
DOI
https://doi.org/10.1016/j.heliyon.2024.e36537
Citations
7
Primary Topic
Complex Systems and Time Series Analysis
Type
article
Field-Weighted Citation Impact
7.90

Funders

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article

Cross-correlation and multifractality analysis of the Chinese and American stock markets based on the MF-DCCA model

Yijun Chen, Zi-miao Xie, Jun-hao Zhang, Lei Lu
7 citations
Heliyon
Complex Systems and Time Series Analysis
7.90
article

Cross-correlation and multifractality analysis of the Chinese and American stock markets based on the MF-DCCA model

Yijun Chen, Zi-miao Xie, Jun-hao Zhang, Lei Lu
article en
7 citations

Abstract

The paper shows that (1) CSI 300 and S&P 500 have multifractal features, with different long-term memory, complexity and irregularity at different scales; (2) The markets are fractal movements influenced by investors' irrationality and expectations, not efficient markets; (3) Long-term memory and nonlinear effects cause the multifractal features. The paper offers a new perspective and method for the market investors and regulators.

HeliyonVol. 10(17)
Macau University of Science and Technology (MO), Guizhou University of Finance and Economics (CN), Peking University (CN), Sanda University (CN), City University of Macau (MO)
Department of Education of Guizhou Province
Openalex Percentile: Top 3%
Complex Systems and Time Series Analysis
7.90
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Cross-correlation and multifractality analysis of the Chinese and American stock markets based on the MF-DCCA model — Yijun Chen, Zi-miao Xie, et al. · Heliyon (2024) | TGRS Research Map | TGRS