Order or Chaos: The Case of Cryptocurrency Platform

Tsung-Han Ke, Hung-Chun Huang, Hsin-Yu Shih
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Abstract

The purpose of this study is to explore the market maturity of cryptocurrency trading platforms based on the information transmission perspective of financial market price volatility. This study uses the volatility spillovers index proposed by Diebold and Yilmaz [1][2] and uses the bitcoin trading platform to measure the total price volatility of cryptocurrency trading platforms, and the directional spillovers among the trading platforms. The sample period is from January 1, 2015 to September 30, 2018. In the empirical process, each sub-sample is taken every three months. The argument of this research indicated that if the cryptocurrency trading platforms' total spillover effects, with the rolling of the sub-sample period, show the increasing trend, and the trading platform has a staggered spillover effect with each other, indicating that cryptocurrency trading platforms exist the chaotic phenomenon, and the cryptocurrency market is in a stage of low maturity. On the contrary, if the total spillover effects are showing a decreasing trend and the spillover effects are mainly from a certain minority trading platforms, indicating that the cryptocurrency trading platforms present the order phenomenon, and cryptocurrency market is at a stage of high maturity. The contribution of this research is to identify the market maturity of the cryptocurrency trading platform, and to promote policy makers to propose a market-building mechanism for the market situation, so that the cryptocurrency has the opportunity to become a mainstream trading tool.
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秩序还是混乱:以加密货币平台为例
本研究的目的是基于金融市场价格波动的信息传递视角,探讨加密货币交易平台的市场成熟度。本研究采用Diebold和Yilmaz[1][2]提出的波动溢出指数,以比特币交易平台衡量加密货币交易平台的总价格波动,以及交易平台之间的定向溢出。样本周期为2015年1月1日至2018年9月30日。在实证过程中,每三个月取一次子样本。本研究的论证表明,如果加密货币交易平台的总溢出效应随着子样本周期的滚动呈现增加趋势,且交易平台之间存在交错溢出效应,说明加密货币交易平台存在混沌现象,加密货币市场处于低成熟阶段。相反,如果总溢出效应呈递减趋势,且溢出效应主要来自于特定的少数交易平台,则说明加密货币交易平台呈现订单现象,加密货币市场处于高度成熟阶段。本研究的贡献在于识别加密货币交易平台的市场成熟度,推动政策制定者针对市场情况提出市场构建机制,使加密货币有机会成为主流交易工具。
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