Followness of Altcoins in the Dominance of Bitcoin: A Phase Analysis

Abhinandan Kulal
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引用次数: 7

Abstract

Due to the transparency, simplicity, and blockchain system, cryptocurrencies gained popularity in the modern world. This led to more use of cryptocurrencies for speculation and investment rather than a medium of exchange. It is crucial to analyse the nature of the crypto market before investing in such currencies. With this intention, the paper tried to know the extent of following (Followness) of altcoins to the bitcoin in the different dominance phases like High Dominance, Low Dominance, and Moderate Dominance. For this purpose, daily closing prices of the Bitcoin and five major altcoins (Ethereum, Litecoin, Namecoin, Doge, and Ripple) are collected for the last five years and analyse the relationship between bitcoin and altcoins. Pearson's correlation coefficient test is used to know the direction of the relationship, and Vector Error Correction Model is used to see the extent of the relation. In general, the empirical result of the study showed cointegration between bitcoin and Altcoin. It also depicted that Altcoin showed a high level of followness in the moderate dominance phase and low followness in the low dominance phase. The study developed a price estimation equation to predict the price of altcoins depending upon the price of bitcoin and its dominance in the crypto market. This paper concludes that the dominance of Bitcoin also has a significant role in the price movement of altcoins.
山寨币在比特币主导地位中的跟随:一个阶段分析
由于透明度,简单性和区块链系统,加密货币在现代世界中越来越受欢迎。这导致更多地将加密货币用于投机和投资,而不是作为交换媒介。在投资加密货币之前,分析加密市场的性质至关重要。出于这个目的,本文试图了解山寨币在高主导、低主导和中等主导等不同主导阶段对比特币的跟随程度(Followness)。为此,收集了过去五年比特币和五种主要山寨币(以太坊,莱特币,Namecoin, Doge和Ripple)的每日收盘价,并分析了比特币和山寨币之间的关系。使用Pearson相关系数检验来了解关系的方向,使用Vector Error Correction Model来查看关系的程度。总体而言,本研究的实证结果显示比特币与山寨币之间存在协整关系。它还描述了山寨币在中等优势阶段表现出高水平的追随性,在低优势阶段表现出低水平的追随性。该研究开发了一个价格估计方程,根据比特币的价格及其在加密市场的主导地位来预测山寨币的价格。本文的结论是,比特币的主导地位在山寨币的价格走势中也起着重要作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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