节点文献
基于时间序列GARCH模型的人民币汇率预测
On the GARCH Model and the Forecast of Renminbi Exchange Rate
【摘要】 本文运用时间序列的GARCH模型 ,对汇率体制改革后的人民币美元汇率建模进行预测。在论证了GARCH模型预测可行性的基础上 ,分别采用一步向前预测的滚动算法和递归算法 ,取得了令人满意的预测效果。
【Abstract】 This paper establishes the model of the Generalized Autoregressive Conditional Heteroskedasticity (GARCH) for the forecasting of Renminbi exchange rate against US dollar during the period of 1994 to 1997. On the basis of analyzing the feasibility of the time series or REM/USD daily exchange rate with GARCH model, we apply the rolling window and recursive methodology respectively, and the satisfactory results of the one-step-ahead forecast have been made.
【基金】 国家自然科学基金资助项目 ( 70 0 730 0 5 )
- 【文献出处】 金融研究 ,Journal of Finance , 编辑部邮箱 ,2003年05期
- 【分类号】F830.7
- 【被引频次】318
- 【下载频次】12252