股票市场两种多重分形方法的比较研究

Zhang-xi Lin
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引用次数: 2

摘要

与以往许多研究只采用一种方法分析股票市场的多重分形特性不同,本文采用配分函数法(PF)和多重分形趋势波动分析(MF-DFA)来研究世界主要股票市场指数分布和波动的多重分形特性。通过比较两种多重分形方法的差异,发现配分函数法可以发现价格分布特征,而MF-DFA可以揭示价格波动特征。实证结果表明,同一股票市场的指数分布和波动多重分形性质是不同的,因此将两种方法同时应用可以更全面地考察股票市场之间的差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison Study of Two Multifractal Approaches on Stock Markets
Different from many previous studies which only applied one approach to analyze the multifractal properties of the stock market, this manuscript applies the partition function method (PF) and the multifractal detrended fluctuation analysis (MF-DFA) to investigate the multifractal properties of index distribution and fluctuations of the main stock markets in the world. After comparing the differences between the two multifractal approaches, it is found that the price distribution characteristic can be discovered by the partition function method, while the price fluctuation characteristic can be revealed via the MF-DFA. The empirical results show that index distribution and fluctuation multifractal properties of one stock market are different, so we can investigate the difference among the stock markets more comprehensively by applying the two approaches simultaneously.
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