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Multifractal detrended cross-correlation between the Chinese domestic and international gold markets based on DCCA and DMCA methods

机译:基于DCCA和DMCA方法的中国国内和国际黄金市场之间的多重分形趋势互相关

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摘要

Based on the daily price data of Shanghai and London gold spot markets, we applied detrended cross-correlation analysis (DCCA) and'detrended moving average cross- correlation, analysis (DMCA) methods to quantify power-law cross-correlation between domestic and international gold markets. Results show that the cross-correlations between the Chinese domestic and international gold spot markets are multifractal. Furthermore, forward DMCA and backward DMCA seems to outperform DCCA and centered DMCA for short-range gold series, which confirms the comparison results of short-range artificial data in L. Y. He and S. P. Chen [Physica A 390 (2011) 3806- 3814]. Finally, we analyzed the local multifractal characteristics of the cross-correlation between Chinese domestic and international gold markets. We show that multifractal characteristics of the cross-correlation between the Chinese domestic and international gold markets are time-varying and that multi fractal characteristics were strengthened by the financial crisis in 2007-2008.
机译:根据上海和伦敦黄金现货市场的每日价格数据,我们应用了去趋势的互相关分析(DCCA)和去趋势的移动平均互相关分析(DMCA)方法来量化国内外的幂律互相关。黄金市场。结果表明,中国国内和国际黄金现货市场之间的相互关系是多重的。此外,对于短程金系列,前向DMCA和后向DMCA似乎优于DCCA和居中DMCA,这证实了L. Y. He和S. P. Chen [Physica A 390(2011)3806-3814]中短程人工数据的比较结果。最后,我们分析了中国国内和国际黄金市场之间相互关系的局部多重分形特征。我们证明,中国国内和国际黄金市场之间的相互关系的多重分形特征是随时间变化的,并且在2007-2008年的金融危机中多重分形特征得到了加强。

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