基于小波变换的LMSV模型对人民币汇率波动的研究

吴跃明

基于小波变换的LMSV模型对人民币汇率波动的研究

引用本文：吴跃明.基于小波变换的LMSV模型对人民币汇率波动的研究[J].经济数学,2010,27(3):59-63

摘要点击次数: 1682

全文下载次数: 366

作者	单位
吴跃明	（1国防科技大学理学院，湖南长沙410073 2长沙航空职业技术学院基础部，湖南长沙 410124）

中文摘要:将小波引入到LMSV模型波动长记忆性的估计与检验中，提出了基于小波变换的LMSV模型波动长记忆性的伪极大似然估计法和波动长记忆性的检验方法，并对各汇率波动序列长记忆效应的大小程度进行了验证.结果表明各汇率波动序列存在长记忆效应，人民币对美元的汇率波动序列受历史信息的影响程度最高.

中文关键词:LMSV模型长记忆汇率波动

An Empirical Research on LMSV Model of the RMB Exchange Rate Fluctuations Based on Wavelet Transform

Abstract:Wavelet was introduced to the LMS model to estimate and test the long memory of volatility, and a pseudo maximum likelihood estimation method based on wavelet transform long memory of volatility and the test method of long memory volatility were proposed. The size of long memory effects for different exchange rate volatility sequence was verified . The results show the existence of long memory effects for exchange rate fluctuations sequence. RMB plays an important part in the dollar exchange rate fluctuations sequence, which is influenced by historical information.

keywords:LMS model long memory exchange rate fluctuations

查看全文 查看/发表评论 下载pdf阅读器