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作 者:Mahdi Ghaemi Asl David Roubaud
机构地区:[1]Faculty of Economics,Kharazmi University,No.43,Mofatteh Ave.,Tehran,15719-14911,Iran [2]Montpellier Business School,Montpellier,France [3]School of Business,Woxsen University,Hyderabad,India
出 处:《Financial Innovation》2024年第1期1136-1184,共49页金融创新(英文)
摘 要:This study examines the nexus between the good and bad volatilities of three technological revolutions—financial technology(FinTech),the Internet of Things,and artificial intelligence and technology—as well as the two main conventional and Islamic cryptocurrency platforms,Bitcoin and Stellar,via three approaches:quantile cross-spectral coherence,quantile-VAR connectedness,and quantile-based non-linear causality-in-mean and variance analysis.The results are as follows:(1)under normal market conditions,in long-run horizons there is a significant positive cross-spectral relationship between FinTech's positive volatilities and Stellar’s negative volatilities;(2)Stellar’s negative and positive volatilities exhibit the highest net spillovers at the lower and upper tails,respectively;and(3)the quantile-based causality results indicate that Bitcoin’s good(bad)volatilities can lead to bad(good)volatilities in all three smart technologies operating between normal and bull market conditions.Moreover,the Bitcoin industry’s negative volatilities have a bilateral cause-and-effect relationship with FinTech’s positive volatilities.By analyzing the second moment,we found that Bitcoin's negative volatilities are the only cause variable that generates FinTech's good volatility in a unidirectional manner.As for Stellar,only bad volatilities have the potential to signal good volatilities for cutting-edge technologies in some middle quantiles,whereas good volatilities have no significant effect.Hence,the trade-off between Bitcoin and cutting-edge technologies,especially FinTech-related advancements,appear more broadly and randomly compared with the Stellar-innovative technologies nexus.The findings provide valuable insights for FinTech companies,blockchain developers,crypto-asset regulators,portfolio managers,and high-tech investors.
关 键 词:Cryptocurrency Blockchain Financial technology Volatilities Nonparametric quantile causality
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