GARCH模型在人民币汇率波动特性上的应用
pplication of GARCH model in the fluctuation of RMB exchange rate
本文基于GARCH族模型,通过对2007年1月31日至2010年6月30日的人民币对美元的高频日汇率数据的实证研究,结果表明:人民币汇率波动,具有明显的尖峰、厚尾、波动率聚类特征;外部冲击会加剧人民币汇率波动,并且冲击的影响会持续较长时间;通过EGARCH模型的,人民币的汇率波动存在一定的杠杆效应,人民币升值的因素会造成人民币汇率更大幅度的波动。这些特征要求市场参与者提高汇率风险防范意识,保持人民币汇率的相对稳定。
This article studys the exchange rate data between Renminbi and US dollars from January 31st, 2007 to June 30, 2010. And it is found that RMB rate fluctuation exists obviously with thick tail spikes in financial time series and volatility clustering; the exterior impact can intensify the RMB rate fluctuation, and have a long influence; through the EGARCH model, it is found tha the RMB exchange fluctuation exists with certain leverage effect, and the revaluation of RMB will create a larger scale fluctuation of RMB rate. These characteristics request the market participant to raise the consciousness of exchange rate risk guard and maintain the the relative stabilization of RMB rate .
李国栋、王永勤
财政、金融
汇率波动率GARCH模型
exchange ratefluctuationGARCH model
李国栋,王永勤.GARCH模型在人民币汇率波动特性上的应用[EB/OL].(2010-09-20)[2025-06-19].http://www.paper.edu.cn/releasepaper/content/201009-430.点此复制
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