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高频金融数据的标度分析
Study of the Scaling of Fluctuations of High Frequency Finance Data
【摘要】 高频金融数据通常具有尖峰厚尾的非正态特征,常用稳定分布来拟合。本文采用稳定分布的性质对高频上证指数收益率的分布作了标度分析,求得特征指数为1.48,说明我们在分析证券指数分布时可以用稳定分布,而非正态分布。
【Abstract】 High frequency finance data are not normal usually,so that stable distribution is usually used to fit them.We apply the character in the stable distribution to the Shanghai Stocks Exchange Composite index,using the scaling of fluctuations,and gain characteristic index,which is 1.48.This shows that we can use stable distribution instead of non-normal one in analyzing securities index.
【关键词】 高频数据;
稳定分布;
标度分析;
特征指数;
【Key words】 high frequency finance data; stable distribution; scaling; characteristic index;
【Key words】 high frequency finance data; stable distribution; scaling; characteristic index;
- 【文献出处】 运筹与管理 ,Operations Research and Management Science , 编辑部邮箱 ,2006年04期
- 【分类号】F830.91;F224
- 【被引频次】6
- 【下载频次】158