基于GARCH变量模型的奈拉/美元汇率波动比较分析

A. Adi, Amadi W. Kingsley, David Vincent Hassan
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引用次数: 1

摘要

本文采用不同的GARCH模型检验了官方、银行间和外汇交易所的收益率波动。使用2004年1月至2020年9月(2004:1-2020:9)的Naira/USD月度汇率,收益率非正态分布,在水平上平稳。Ljung-Box Q统计量和Ljung-Box Q2统计量分别对滞后6、滞后12和滞后20的条件异方差分别用0.25、0.5和0.75的幂变换后的结果表明,所有收益均存在条件异方差。研究发现,官方、银行间和外汇局汇率回报率的波动持续存在。然而,外汇兑换局的回报更持久,而官方汇率的回报最不持久。此外,三种汇率收益均存在杠杆效应,非对称模型是估计尼日利亚汇率收益的最佳模型,而IGARCH模型是估计尼日利亚汇率收益的最差模型。在尼日利亚货币当局制定汇率政策时,有必要将新闻影响纳入其中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative Analysis of Naira/US Dollar Exchange Rate Volatility using GARCH Variant Modeling
This paper employed variant GARCH models to examined official, interbank and Bureau de change returns volatilities. Using monthly exchange rate of Naira/USD from January 2004 to September 2020 (2004:1-2020:9), the returns were not normally distributed and stationary at level. Ljung-Box Q statistic and Ljung-Box Q2 statistics of power transformed using power 0.25, 0.5 and 0.75 for conditional heteroscedasticity for lags of 6, 12 and 20 indicated present of conditional heteroscedascity in all returns. The study found exchange rate volatility in Official, interbank and Bureau de change exchange rate returns were persistent. However, Bureau de change return was more persistent while official exchange rate return was the least persistent. Also, leverage effect exist in all the three exchange rate returns and asymmetric model were the best model for estimating exchange rate return while IGARCH was the worst model to estimate exchange rate return in Nigeria. There is need to incorporate news impact when developing exchange rate policy by monetary authority in Nigeria.
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