Day of the Week Effect on the World Exchange Rates through Fractal Analysis

IF 3.6 2区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Werner D. Kristjanpoller, Benjamin Miranda Tabak
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引用次数: 0

Abstract

The foreign exchange rate market is one of the most liquid and efficient. In this study, we address the efficient analysis of this market by verifying the day-of-the-week effect with fractal analysis. The presence of fractality was evident in the return series of each day and when analyzing an upward trend and a downward trend. The econometric models showed that the day-of-the-week effect in the studied currencies did not align with previous studies. However, analyzing the Hurst exponent of each day revealed that there a weekday effect in the fractal dimension. Thirty main world currencies from all continents were analyzed, showing weekday effects according to their fractal behavior. These results show a form of market inefficiency, as the returns or price variations of each day for the analyzed currencies should have behaved similarly and tended towards random walks. This fractal day-of-the-week effect in world currencies allows us to generate investment strategies and to better complement or support buying and selling decisions on certain days.
通过分形分析看星期对世界汇率的影响
外汇市场是流动性最强、效率最高的市场之一。在本研究中,我们通过分形分析来验证周日效应,从而对该市场进行有效分析。在分析每天的收益序列以及上升趋势和下降趋势时,分形的存在是显而易见的。计量经济学模型显示,所研究货币的周日效应与之前的研究并不一致。然而,分析每天的赫斯特指数发现,在分形维度上存在周日效应。我们分析了世界各大洲的 30 种主要货币,根据它们的分形行为发现了工作日效应。这些结果显示了一种市场低效,因为所分析货币每天的收益或价格变化本应表现相似,并趋向于随机漫步。世界货币的这种分形周日效应使我们能够制定投资策略,并更好地补充或支持特定日期的买卖决策。
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来源期刊
Fractal and Fractional
Fractal and Fractional MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-
CiteScore
4.60
自引率
18.50%
发文量
632
审稿时长
11 weeks
期刊介绍: Fractal and Fractional is an international, scientific, peer-reviewed, open access journal that focuses on the study of fractals and fractional calculus, as well as their applications across various fields of science and engineering. It is published monthly online by MDPI and offers a cutting-edge platform for research papers, reviews, and short notes in this specialized area. The journal, identified by ISSN 2504-3110, encourages scientists to submit their experimental and theoretical findings in great detail, with no limits on the length of manuscripts to ensure reproducibility. A key objective is to facilitate the publication of detailed research, including experimental procedures and calculations. "Fractal and Fractional" also stands out for its unique offerings: it warmly welcomes manuscripts related to research proposals and innovative ideas, and allows for the deposition of electronic files containing detailed calculations and experimental protocols as supplementary material.
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