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An Analysis on the Impact of Commodity Prices and Exchange Rates on the Price of Bitcoin

机译:商品价格和汇率对比特币价格的影响分析

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摘要

Bitcoin is the first decentralized cryptocurrency to be traded. There has been drastic increase in the price of bitcoin since 2013. Granger Causality analysis has been carried out to examine whether the price of commodities and the exchange rates helps in predicting the future price of bitcoin. For this study, the price of bitcoin, commodity prices and exchange rates have been considered from Jan 2103-Sep 2017. After the analysis it can be concluded that the price of commodities and the exchange rates does not help in predicting the future price of bitcoin. The past data of the price of bitcoin helps in predicting the future price of copper and British pound exchange rate with that of U.S dollars.Using Regression analysis, it can be determined that when the price increases by 0.0084 dollars there is one unit increase in the volume of transaction .Using variance analysis it can be observed that the price of bitcoin is more volatile compared to the price of commodities and the exchange rates.
机译:比特币是第一个要交易的去中心化加密货币。自2013年以来,比特币的价格急剧上涨。已经进行了格兰杰因果关系分析,以检查商品价格和汇率是否有助于预测比特币的未来价格。在本研究中,考虑了2017年1月210日至9月的比特币价格,商品价格和汇率。分析后可以得出结论,商品价格和汇率无助于预测比特币的未来价格。过去的比特币价格数据有助于预测铜和英镑汇率与美元的未来价格。使用回归分析,可以确定当价格上涨0.0084美元时,比特币价格会上涨一个单位。交易量。使用方差分析可以发现,与商品价格和汇率相比,比特币的价格更具波动性。

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