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首页> 外文期刊>Acta Physica Polonica >A MULTIFRACTAL DETRENDED FLUCTUATION ANALYSIS OF GOLD PRICE FLUCTUATIONS
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A MULTIFRACTAL DETRENDED FLUCTUATION ANALYSIS OF GOLD PRICE FLUCTUATIONS

机译:金价波动的多分形趋势波动分析

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It is a well-established fact that gold has many economic fonctions including hedging against inflation and providing economic and physical safety. For this it is very important to know the nature of fluctuations in gold prices. In this paper, applying the Multifractal Detrended Fluctuation Analysis (MF-DFA) for the world gold price data for over 40-year period from 1968 to 2010, the multifractal properties and scaling behavior of gold price time series is numerically investigated. The scaling exponents, generalized Hurst exponents, generalized fractal dimensions and singularity spectrum are derived. Furthermore, impact of two major sources of multifractality, i.e. fat-tailed probability distributions and nonlinear temporal correlations are also examined. Our findings suggest that multifractality in gold price is mainly due to the temporal correlation.
机译:众所周知,黄金具有许多经济功能,包括对冲通胀和提供经济和人身安全。为此,了解金价波动的本质非常重要。本文采用多元分形趋势波动分析(MF-DFA)对1968年至2010年40年间的世界黄金价格数据进行了数值研究,对黄金价格时间序列的多重分形特性和缩放行为进行了数值研究。推导了标度指数,广义赫斯特指数,广义分形维数和奇异谱。此外,还检查了多重分形的两个主要来源的影响,即胖尾概率分布和非线性时间相关性。我们的发现表明,金价的多重分形性主要是由于时间相关性。

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