比特币与一些传统资产的相互关系

IF 0.9 Q3 ECONOMICS
E. Tufan, Bahattin Hamarat, Aykut Yalvaç
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引用次数: 1

摘要

在研究中,研究了比特币、黄金和油价之间的因果关系。研究数据涵盖2015年至2020年7月,由每日价格价值组成。采用增广Dickey-Fuller单位根检验观察随机过程是否随时间变化。比特币和黄金系列不包含单位根,因为石油系列在水平上是平稳的,而差值是平稳的。采用具有多重结构断裂的Bai-Perron单位根检验方法,研究了含单位根序列不平稳的原因是由于结构断裂还是没有结构断裂。根据测试,确定比特币系列有一个突破和两个机制,而黄金系列有两个结构性突破和三个不同的机制。研究序列是否协整采用Gregory和Hansen检验。通过Toda-Yamamoto因果检验检验了系列之间的因果关系,该检验基于VAR(向量自回归)模型,并检验了不考虑单位根的系列因果关系。8个滞长黄金系列与比特币系列之间存在双向因果关系。在其他情况下,没有建立因果关系。因此,我们给出了比特币和黄金价格序列遵循平行模式的证据,而石油则不是。因此,投资者可以将比特币加入到他们的投资组合中,以平衡风险和回报。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interrelation of Bitcoin and Some Traditional Assets
In the research, the causal relationships between Bitcoin, gold and oil prices were examined. The data of the research covers the period from 2015 to July 2020 and consists of daily price values. Augmented Dickey-Fuller Unit Root Test was used to see whether the stochastic process changes with time. Bitcoin and gold series do not contain a unit root since the oil series is stationary at the level while the difference is stationary. The reason why the series containing unit roots are not stationary is due to structural breaks or not, was investigated by Bai-Perron Unit Root Test with Multiple Structural Breaks. According to the test, it was determined that the Bitcoin series has one break and two regimes, while the gold series has two structural breaks and three different regimes. Whether the research series are cointegrated or not was investigated with the Gregory and Hansen test. The causality between the series was examined with the Toda-Yamamoto causality test, which is based on the VAR (Vector Autoregression) model and examines the causality in the series regardless of the unit root. A two-way causality relationship was determined between the eight lag-long Gold series and the Bitcoin series. In other cases, a causal relationship has not been established. As a result, we give an evidence that Bitcoin and gold prices series followed a parallel pattern while with oil not. Therefore, investors can add Bitcoin into their portfolios to make balance of the risk and return.
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来源期刊
CiteScore
1.40
自引率
0.00%
发文量
23
审稿时长
10 weeks
期刊介绍: The Journal called Scientific Annals of Economics and Business (formerly Analele ştiinţifice ale Universităţii "Al.I. Cuza" din Iaşi. Ştiinţe economice / Scientific Annals of the Alexandru Ioan Cuza University of Iasi. Economic Sciences), was first published in 1954. It is published under the care of the Alexandru Ioan Cuza University, the oldest higher education institution in Romania, a place of excellence and innovation in education and research since 1860. Throughout its editorial life, the journal has been continuously improving. Renowned professors, well-known in the country and abroad, have published in this journal. The quality of the published materials is ensured both through their review by external reviewers of the institution and by the editorial staff that includes professors for each area of interest. The journal published papers in the following main sections: Accounting; Finance, Money and Banking; Management, Marketing and Communication; Microeconomics and Macroeconomics; Statistics and Econometrics; The Society of Knowledge and Business Information Systems.
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