一周中的一天对加密市场的影响:高频不对称多重分形分析

IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Physica A: Statistical Mechanics and its Applications Pub Date : 2025-01-15 Epub Date: 2024-12-20 DOI:10.1016/j.physa.2024.130306
Werner Kristjanpoller , Benjamin Miranda Tabak
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引用次数: 0

摘要

本文分析了加密货币市场中星期几效应的日历异常。金融市场的繁荣有赖于开放的市场、更快的沟通和更多的信息,这使它们更有效率。更高的效率将导致这些日历异常现象的消失。我们的贡献是采用一种新的非对称多重分形分析高频交易时间内的回报。我们的研究结果显示,五种主要加密货币的小时回报率的多重分形行为存在显著差异。特别是,我们在星期四观察到更高程度的多重分形。赫斯特指数也显示出一周中不同天数的统计差异。五种加密货币中有四种在周五表现出持续行为,在周二和周六表现出反持续行为。这些模式为交易者和投资者提供了开发的潜力,强调了本研究的实用价值。
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Day of the week effect on the cryptomarket: A high-frequency asymmetric multifractal analysis
This article analyzes the calendar anomaly of the day of the week effect in the cryptocurrency market. Financial markets thrive on open marketplaces, faster communication and more information, making them more efficient. Higher efficiency would result in the disappearance of these calendar anomalies. We contribute by employing a novel asymmetric multifractal analysis of high-frequency returns during trading hours. Our findings revealed significant differences in the multifractal behavior of the hourly returns of the five leading cryptocurrencies. In particular, we observe a higher degree of multifractality on Thursdays. The Hurst exponent also showed statistically different values for the days of the week. Four of the five cryptocurrencies showed persistent behavior on Fridays and anti-persistent behavior on Tuesdays and Saturdays. These patterns offer potential for traders and investors to exploit, underscoring the practical value of this research.
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来源期刊
CiteScore
7.20
自引率
9.10%
发文量
852
审稿时长
6.6 months
期刊介绍: Physica A: Statistical Mechanics and its Applications Recognized by the European Physical Society Physica A publishes research in the field of statistical mechanics and its applications. Statistical mechanics sets out to explain the behaviour of macroscopic systems by studying the statistical properties of their microscopic constituents. Applications of the techniques of statistical mechanics are widespread, and include: applications to physical systems such as solids, liquids and gases; applications to chemical and biological systems (colloids, interfaces, complex fluids, polymers and biopolymers, cell physics); and other interdisciplinary applications to for instance biological, economical and sociological systems.
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