Causality Relationship between Spot and Futures Bitcoin Prices in CME

Letife Özdemir
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Abstract

To protect against risks arising from fluctuations in spot prices and better manage risk, investors might evaluate futures markets. The role of price discovery in the futures markets and the possibility of reducing certain risks increase the importance of researching the relationship between spot and futures prices. This study aims to determine whether there is a relationship between the Bitcoin spot prices and the Bitcoin futures prices. To this end, the relationship between the two markets is analyzed using Johansen Cointegration analysis and Vector Error Correction Model (VECM) using the daily data of the period 02.23.2017 – 08.31.2021. Unit root tests show that each series are not stationary at the level values and that the first differences of the series are stationary. The results of the cointegration analysis show that there is a long-term equilibrium relationship between the bitcoin spot market and the bitcoin futures market, and it is a single cointegration vector. The Granger causality test based on the vector error correction model was used to determine the causality relationship between the series. It has been determined that there is a unidirectional causality relationship from the Bitcoin spot market to the Bitcoin futures market. Bitcoin is a new financial tool that attracts the attention of investors. Investors make transactions on Bitcoin for speculative purposes. Therefore, unlike other investment instruments, spot prices in the bitcoin market affect futures prices.
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CME比特币现货与期货价格的因果关系
为防范现货价格波动带来的风险,并更好地管理风险,投资者可对期货市场进行评估。价格发现在期货市场中的作用以及降低某些风险的可能性增加了研究现货和期货价格之间关系的重要性。本研究旨在确定比特币现货价格与比特币期货价格之间是否存在关系。为此,利用2017年2月23日至2021年8月31日的每日数据,使用约翰森协整分析和向量误差修正模型(VECM)分析了两个市场之间的关系。单位根检验表明,每个序列在水平值处不是平稳的,并且序列的一阶差是平稳的。协整分析结果表明,比特币现货市场与比特币期货市场之间存在长期均衡关系,且为单一协整向量。采用基于向量误差修正模型的格兰杰因果检验来确定序列之间的因果关系。确定了比特币现货市场与比特币期货市场之间存在单向因果关系。比特币是一种吸引投资者关注的新型金融工具。投资者以投机为目的进行比特币交易。因此,与其他投资工具不同,比特币市场的现货价格会影响期货价格。
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