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比特币与M2、通货膨胀及经济政策不确定性之间的共同变动与格兰杰因果关系:来自英国和日本的证据

Co-movement and Granger causality between Bitcoin and M2, inflation and economic policy uncertainty: evidence from the U.K. and Japan.

作者信息

Sarker Provash Kumer, Wang Lei

机构信息

Institute of Central China Development, Wuhan University, 430072, Hubei, China.

Deputy Director, Bangladesh Bank, Dhaka-1000, Bangladesh.

出版信息

Heliyon. 2022 Oct 24;8(10):e11178. doi: 10.1016/j.heliyon.2022.e11178. eCollection 2022 Oct.

Abstract

This study aims to investigate the co-movement and Granger causality between Bitcoin prices (BTC) and M2 (cash, demand, and time deposits), inflation, and economic policy uncertainty (EPU) in the U.K. and Japan. It uses monthly data from 31 July 2010 to 30 August 2020 and employs the wavelet coherence method, Toda-Yamamoto, and nonlinear Granger-causality tests. The empirical results show that (i) Bitcoin prices influence M2 and interact with inflation and EPU. In the short term, inflation affects Bitcoin price positively, supporting Bitcoin as an inflation hedged instrument in Japan. Both in Japan and the U.K., the short-term effects of M2 on Bitcoin prices are negative, while EPU's effects on Bitcoin prices are positive, (ii) a bidirectional Toda-Yamamoto Granger causality exists between Bitcoin prices, inflation, and EPU and confirms that M2 affects Bitcoin prices, (iii) a nonlinear bidirectional causality exists between Bitcoin prices and inflation. While Bitcoin prices Granger cause M2 in the U.K. and Japan, inflation shows a nonlinear Granger causality with EPU in Japan. These findings help investors make investment decisions while considering the effects of M2, inflation, and EPU, and monetary authorities and policymakers make policies involving Bitcoin.

摘要

本研究旨在调查英国和日本比特币价格(BTC)与M2(现金、活期存款和定期存款)、通货膨胀以及经济政策不确定性(EPU)之间的共同变动关系和格兰杰因果关系。它使用了2010年7月31日至2020年8月30日的月度数据,并采用了小波相干方法、托达-山本方法和非线性格兰杰因果关系检验。实证结果表明:(i)比特币价格影响M2,并与通货膨胀和EPU相互作用。短期内,通货膨胀对比特币价格有正向影响,支持比特币在日本作为一种通胀对冲工具。在日本和英国,M2对比特币价格的短期影响均为负,而EPU对比特币价格的影响为正;(ii)比特币价格、通货膨胀和EPU之间存在双向托达-山本格兰杰因果关系,并证实M2影响比特币价格;(iii)比特币价格与通货膨胀之间存在非线性双向因果关系。虽然在英国和日本比特币价格格兰杰导致M2,但在日本通货膨胀与EPU呈现非线性格兰杰因果关系。这些发现有助于投资者在考虑M2、通货膨胀和EPU影响的情况下做出投资决策,也有助于货币当局和政策制定者制定涉及比特币的政策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c881/9614855/7dba80c7faee/gr001.jpg

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