运输业与运输加密货币之间的联系--航空、铁路和航运业之间的比较

IF 2.4 Q3 TRANSPORTATION
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引用次数: 0

摘要

本作品研究了一些最重要的运输公司的股票表现与相应的运输加密货币之间的联系。为此,对航空公司、铁路和航运公司的股票进行了调查,研究其与交通加密货币之间的可能联系,并调查这种联系的属性。采用变量-滞后时间序列因果关系来检验因果关系的渠道(如果存在的话),并利用多分形去趋势交叉相关分析来研究这种关系的属性。结果显示,三个运输行业与运输相关加密货币的关系各不相同。更确切地说,运输行业与运输加密货币的关系不同,因为航空公司和铁路公司会影响与运输相关的加密货币的价格,而加密货币也会对这些领域产生类似程度的影响。另一方面,航运公司对加密货币的影响更大,而加密货币对这些股票的影响却很少。最后,还发现了一种长期关系,这意味着运输公司和相应的加密货币之间存在长期的正相关关系。这些结果非常重要,因为它们揭示了运输公司与相应加密货币之间的联系,而这种联系在这些行业中又有所不同。在采用运输领域的相关技术时,应考虑到这一发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The link between transportation industry and transportation cryptocurrencies – A comparison among airline, rail, and shipping industries

This work examines the link between some of the most important transportation companies’ stock performance with the corresponding transportation cryptocurrencies. To do so, airlines, rail, and shipping companies’ stocks are investigated, examining for a probable link with the transportation cryptocurrencies, and also investigating the attributes of this link. The variable-Lag time-series causality is employed to test the channel of causality (if such exists), and the multifractal detrended cross-correlation analysis is utilized to investigate the relationship’s attributes. According to the results, the three transportation industries differ in the way they relate to transportation-related cryptocurrencies. More precisely, the transportation industries differ in the way they relate to transportation cryptocurrencies since airlines, and railway companies affect the price of the cryptocurrencies related to transportation, and cryptocurrencies also affect in a similar magnitude these fields. On the other hand, the shipping companies have a greater effect on the cryptocurrencies, while the cryptocurrencies in very few cases affect these stocks. Finally, a long-run relationship is identified, implying that transportation companies and the corresponding cryptocurrencies are positively and long-term related. The results important because they unveil a link between the transportation companies and the corresponding cryptocurrencies, with this link differing among these industries. This finding should be taken into account in the adoption of relevant technologies from the transportation field.

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来源期刊
CiteScore
5.00
自引率
12.00%
发文量
222
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