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加密货币的市场效率:来自比特币市场的证据。

Market efficiency of cryptocurrency: evidence from the Bitcoin market.

机构信息

Seoul Business School, aSSIST University, Seoul, Republic of Korea.

Antai College of Economics and Management, Shanghai Jiao Tong University, Shanghai, China.

出版信息

Sci Rep. 2023 Mar 23;13(1):4789. doi: 10.1038/s41598-023-31618-4.

Abstract

This study examines whether the Bitcoin market satisfies the (weak-form) efficient market hypothesis using a quantum harmonic oscillator, which provides the state-specific probability density functions that capture the superimposed Gaussian and non-Gaussian states of the log return distribution. Contrasting the mixed evidence from a variance ratio test, the high probability allocated to the ground state suggests a near-efficient Bitcoin market. Findings imply that as Bitcoin evolves into an efficient market, speculators might encounter difficulty in exploiting profitable trading strategies. Furthermore, when policymakers initiate tight regulations to control the market, they should closely monitor market efficiency as an index of price distortion.

摘要

本研究使用量子谐振子检验比特币市场是否满足(弱形式)有效市场假说,该模型提供了状态特定的概率密度函数,可以捕获对数收益率分布的叠加高斯和非高斯状态。与方差比检验的混合证据相反,基态的高概率表明比特币市场接近有效。研究结果表明,随着比特币市场变得更加有效,投机者可能难以利用有利可图的交易策略。此外,当政策制定者出台严格的监管措施来控制市场时,他们应该密切关注市场效率,将其作为价格扭曲的指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7345/10036534/8acbb47ebc74/41598_2023_31618_Fig1_HTML.jpg

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