前六大加密货币是否有效?来自时变长记忆的证据

Are the top six cryptocurrencies efficient? Evidence from time‐varying long memory

International Journal of Finance and Economics · 2020
被引 34
ABS 3

中文导读

本文用时变广义赫斯特指数方法,衡量了六种主要加密货币的市场效率,发现它们效率随时间变化,且比特币并非最无效,DASH和NEM提供了最多异常利润机会。

Abstract

Abstract While gaining more popularity both as a financial asset and a commodity, a number of cryptocurrencies are emerging with a loosely regulated market microstructure which is a challenge to their efficiency. We have ranked 6 out of the top 10 cryptocurrencies based on their inefficiency ratios, using a novel time‐varying generalised Hurst exponent methodology. All the six crypto markets exhibit a time‐varying efficiency throughout the studied period, thus indicating a varying degree of exploitable profitable trading opportunities. The inefficiency ratio indicates that Bitcoin is the third most inefficient market, while the first and second most inefficient markets are DASH and NEM, respectively, thus they provide the most abnormal profit opportunities. However, the most efficient crypto markets are Ethereum and Ripple according to the order of their rankings. Further research could be performed on the factors affecting the inefficiency index to understand the efficiency determination of these cryptocurrency markets.

加密货币市场效率金融经济学计量经济学有效市场假说