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基于MODWT的FIGARCH模型波动的持续性与相关性
Continuity and Correlation of the Fluctuation of FIGARCH Model Based on MODWT
【摘要】 基于FIGARCH模型与最大重复离散小波变换的小波多分辨分析,提出了不同尺度下的FIGARCH模型,并以此来讨论金融波动序列在不同尺度下的持续性问题;利用可描述两列波动序列的整体相关特性的交叉互相关函数,提出了可以描述两列波动序列在不同尺度、不同滞后期下小波交叉互相关函数的定义,并进行了实证分析。
【Abstract】 First,FIGARCH model under different scales was proposed based on wavelet multi-resolution analysis of(maximal overlap discrete wavelet transform,MODWT),with which the continuity problem of financial fluctuation series under different scales was discassea.Fur thermore the definition of wavelet cross-correlation function was,put forword,which can describe two fluctuation series under different scales and different laggings,by using cross-correlation function that can describe the whole correlation characters of two fluctuation series.At last empirical analysis was made.
【Key words】 FIGARCH model; continuity; maximal overlap discrete wavelet transform; wavelet cross-correlation;
- 【文献出处】 天津大学学报(社会科学版) ,Journal of Tianjin University(Social Sciences) , 编辑部邮箱 ,2009年04期
- 【分类号】F224;F830
- 【下载频次】150