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Origins of the multifractality in Shanghai Stock Market

机译:上海股票市场多重分形的起源

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摘要

We use the MultiFractal Detreuded Fluctuation Analysis (MF-I)FA) to study the multifractality of daily return series of Shanghai Stock Exchange (SSE) composite index. There are two main origins of multifractality dynamics of the returns: fat-tailed distributions of Probability Density Function (PDF) and long-range correlations of the series. By analyzing the multifractality singularity spectrum of original, shuffled and surrogated series respectively, we find that both components influence the multifractality in Shanghai stock market and their contributions are almost equal. This phenomena is quite different from the comparing result of NASDAQ composite index, where the multifractality from the fat-tailed probability distributions is dominating.
机译:我们使用多重分形去波动分析(MF-I)FA来研究上海证券交易所(SSE)综合指数的日收益序列的多重分形。收益的多重分形动力学有两个主要来源:概率密度函数(PDF)的胖尾分布和该序列的长期相关性。通过分别分析原始序列,混洗序列和替代序列的多重分形奇异谱,我们发现这两个成分都影响上海股市的多重分形,并且它们的贡献几乎相等。这种现象与纳斯达克综合指数的比较结果有很大不同,纳斯达克综合指数的比较结果来自于尾巴概率分布的多重分数。

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