Quantile price convergence and spillover effects among Bitcoin, Fintech, and artificial intelligence stocks

IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE International Review of Finance Pub Date : 2022-10-17 DOI:10.1111/irfi.12393
Emmanuel Joel Aikins Abakah, Aviral Kumar Tiwari, Chi-Chuan Lee, Matthew Ntow-Gyamfi
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引用次数: 13

Abstract

This research explores the distributional and directional predictabilities among Fintech, Bitcoin, and artificial intelligence stocks from March 2018 to January 2021 using nonparametric causality-in-quantile and crossquantilogram approaches. We also examine connectedness across the assets using a quantile VAR approach. The results indicate the existence of bidirectional causality-in-variance between the variables in a normal market. We also find that directional predictability among the assets is oscillatory over time lags. Finally, we observe a strong price connectedness for highly positive and negative changes. These results further document the diversification potential and safe-haven properties of technology-related assets for portfolio investors.

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比特币、金融科技和人工智能股票的分位数价格趋同和溢出效应
本研究利用非参数分位数因果关系和交叉数量图方法,探讨了2018年3月至2021年1月期间金融科技、比特币和人工智能股票的分布和方向性可预测性。我们还使用分位数VAR方法检查资产之间的连通性。结果表明,在正常市场中,各变量之间存在双向的方差因果关系。我们还发现,资产之间的方向性可预测性随时间滞后而振荡。最后,我们观察到高度积极和消极变化的强烈价格连通性。这些结果进一步证明了投资组合投资者对技术相关资产的多元化潜力和避险属性。
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来源期刊
International Review of Finance
International Review of Finance BUSINESS, FINANCE-
CiteScore
3.30
自引率
5.90%
发文量
28
期刊介绍: The International Review of Finance (IRF) publishes high-quality research on all aspects of financial economics, including traditional areas such as asset pricing, corporate finance, market microstructure, financial intermediation and regulation, financial econometrics, financial engineering and risk management, as well as new areas such as markets and institutions of emerging market economies, especially those in the Asia-Pacific region. In addition, the Letters Section in IRF is a premium outlet of letter-length research in all fields of finance. The length of the articles in the Letters Section is limited to a maximum of eight journal pages.
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