加密货币、商品与汇率关系研究

Jerina Ibrahim Ibrahim, Mohamad Yazis Ali Basah
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引用次数: 2

摘要

比特币是加密货币之一,作为一种数字货币越来越受欢迎。比特币是当今全球现代社会可以接受的数字资产。比特币可以用于购买商品或服务的在线交易。本研究旨在找出比特币、黄金、原油和美元之间的显著关系。此外,本研究还考察了比特币与各个变量之间存在的因果关系,是比特币影响变量还是自变量影响比特币。所用数据为二次数据,取自investing.com网站2015年9月至2020年9月的历史数据。对数据进行回归相关、单位根检验和两两格兰杰因果关系分析,了解变量之间的关系和影响。结果表明,比特币、黄金和原油之间存在显著的关系。而与美元的关系微不足道。研究还表明,比特币、黄金和原油之间存在正相关影响。比特币和美元之间存在负相关影响。也就是说,当黄金和原油增加时,比特币也会增加。对于美元货币来说,如果美元上涨,比特币就会下跌,反之亦然。基于格兰杰因果关系的分析表明,黄金、原油和美元不会导致比特币,但比特币、黄金和原油会导致美元。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Study on Relationship Between Crypto Currency, Commodity and Foreign Exchange Rate
Bitcoin is one of the crypto currencies which is increasingly popular as a digital currency. Bitcoin is a digital asset that can be accepted by global modern society nowadays. Bitcoin can be used in online transactions either for the purchase of goods or services. This study aims to find out the significant relationship between Bitcoin, gold, crude oil, and USD. In addition, this study also examines the causal relationship that exists between Bitcoin with each variable, whether bitcoin affects the variable or independent variable affects bitcoin. The data used is secondary data obtained from historical data in investing.com starting from September 2015 until September 2020. This data was analyzed using Regression and Correlation, Unit Root Test and Pairwise Granger Causality to see the relationship and influence between variables. The results show that there is a significant relationship between bitcoin, gold, and crude oil. While there is an insignificant relationship with the USD.  The study also shows that there is a positive correlation impact between Bitcoin, gold, and crude oil. There is a negative correlation impact between Bitcoin and the USD. That is, when there is an increase in gold and crude oil, it will also increase the Bitcoin. As for the USD currency, if the USD increases, Bitcoin will decrease and vice versa. Based on the analysis of granger causality shows that gold, crude oil, and USD do not cause Bitcoin, but Bitcoin, gold and crude oil cause the USD.
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