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arXiv physics/0308062physics.comp-phq-fin.ST
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外汇市场波动在有界复平面上的随机游走

Foreign exchange market fluctuations as random walk in demarcated complex plane

Johnrob Bantang, May Lim, Patricia Arielle Castro, Christopher Monterola, Caesar Saloma

摘要:

我们表明,随时间变化的波动$\{Δx\}$在外汇汇率准确地描述了一个复杂的平面,分为增益(+)和损失(-)部门的随机游走。$\{Δx\}$是$N$从原点随机步进的结果,而$|Δx|$是最终第$N$步位置的欧几里得距离的平方。$\{Δx(t)\}$的符号由平面中的第$N$步位置设置。该模型不仅解释了G7市场$\{Δx\}$的概率密度的指数统计,而且还解释了其观察到的不对称性,以及随时间延迟增加而变宽的幂律依赖性。

英文摘要:

We show that time-dependent fluctuations $\{Δx\}$ in foreign exchange rates are accurately described by a random walk in a complex plane that is demarcated into the gain (+) and loss (-) sectors. $\{Δx\}$ is the outcome of $N$ random steps from the origin and $|Δx|$ is the square of the Euclidean distance of the final $N$-th step position. Sign of $\{Δx(t)\}$ is set by the $N$-th step location in the plane. The model explains not only the exponential statistics of the probability density of $\{Δx\}$ for G7 markets but also its observed asymmetry, and power-law dependent broadening with increasing time delay.

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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