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arXiv physics/0502150physics.data-anq-fin.ST
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伊朗里亚尔对美元汇率去趋势波动的多重分形描述

A Multifractal Detrended Fluctuation Description of Iranian Rial-US Dollar Exchange Rate

P. Norouzzadeh

摘要:

从每日的角度来看,伊朗里亚尔对美元的汇率变化的半分形性质和标度行为进行了数值研究。为此,使用多重分形去趋势波动分析(MF-DFA)。通过多重分形分析,导出了标度指数、广义Hurst指数、广义分形维数和奇异谱。此外,研究了多重分形的两个主要来源,即厚尾概率分布和非线性时间相关的贡献。

英文摘要:

The miltifractal properties and scaling behaviour of the exchange rate variations of the Iranian rial against the US dollar from a daily perspective is numerically investigated. For this purpose the multifractal detrended fluctuation analysis (MF-DFA) is used. Through multifractal analysis, the scaling exponents, generalized Hurst exponents, generalized fractal dimensions and singularity spectrum are derived. Moreover, contribution of two major sources of multifractality, that is, fat-tailed probability distributions and nonlinear temporal correlations are studied.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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