尼日利亚加密货币价格和外汇的波动溢出效应

Babatunde Habib Ibikunle, Seth K. Akutson
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摘要

该研究分析了尼日利亚加密货币和外汇市场的波动溢出效应,涵盖了2019年9月19日至2021年9月19日的两年时间。它抓住了国内外经济经历一系列挑战的时期,反映了其金融市场和加密货币。该研究采用向量自回归-多元广义条件异方差方法框架,采用Baba、Engle、Kraft和Kroner变换(VAR-MGARCH-BEKK),以确定尼日利亚外汇回报与尼日利亚交易的四种最大加密货币的价格回报之间的波动溢出效应。研究结果表明,由于高GARCH和低ARCH估计,外汇对加密货币的平均溢出效应和整体市场对加密货币的影响具有积极影响。然而,ARCH参数表明,外汇市场过去的误差容易受到外部波动的影响。因此,该研究可以得出结论,加密货币是一种可行的对冲、避风港和有效的多样化工具,可以抵御金融不确定性,因此,建议采用最佳的多样化策略和低杠杆合约,以避免加密货币存在的高风险,因为它们高度波动,因此容易受到投机攻击。
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Volatility spill over effect of cryptocurrency prices and foreign exchange in Nigeria
The study analyzes the volatility spillover effects of cryptocurrencies and foreign exchange market in Nigeria, covering a two-year period from September 19th, 2019, to September 19th, 2021. It captures a period where the domestic and foreign economy experienced a series of challenges, reflecting on its financial markets and cryptocurrency. The study adopts the Vector Autoregressive - Multivariate Generalized Conditional Heteroskedastic methodological framework, with the Baba, Engle, Kraft, and Kroner transformation (VAR-MGARCH-BEKK), to determine the volatility spillover effect between Nigeria’s Foreign exchange returns and the price returns of four of the largest cryptocurrencies traded in Nigeria. Findings indicate foreign exchange have positive effect on the mean spillovers on cryptocurrencies, and an overall market influence over cryptocurrencies, due to a high GARCH and low ARCH estimate. However, the ARCH parameters show that past errors of foreign exchange market are observed to be vulnerable to external volatilities. Therefore, the study is able to conclude that cryptocurrencies serve as a viable hedging, safe haven and an effective diversification instrument against financial uncertainties, and therefore, recommends optimal diversification strategies and low leverage contracts to avoid the high risks cryptocurrencies present, as they are highly volatile, hence, susceptible to speculative attacks.
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