期刊文献+

多尺度小波聚焦下金融信息的自相似性

Self-similarity of Finance Information Underlying Multi-measurements Wavelet
下载PDF
导出
摘要 通过对上海证券市场综合指数的多分辨率分析,发现了在细尺度下,上海证券市场综合指数的运行呈现出一定的周期性.利用小波变换细尺度下的局部极大模来检测其奇异性和边缘,发现了其周期的存在.证实了上海证券综合指数的时间序列是包含了某种随机自相似性的分形.为小波理论在经济学上的应用提供了一个有益的探讨. According to a study of multi-resolution on Shanghai securities market index, it is found that, the movement of compo'site index tends to be a certain periodicity in the same market on fine-scale basis. Significantly, using the local maxima of wavelet-transforming to examine the singularity and edging nature of composite index, finds out the existing of periodicity and proves that the time sequence of composite index in Shanghai securities market included a certain random self-similarity fractal. A quite useful discussion is provided in order to take wavelet theory into practice in the economic field.
出处 《沈阳大学学报》 CAS 2007年第2期26-30,共5页
基金 教育部博士学科点专项科研基金资助项目(20030145030)
关键词 小波 多分辨率 模极大 Lipschitz正则性 奇异谱 wavelet multi-resolution local maxima Lipschitz regularity irregularity spectrum
  • 相关文献

参考文献13

  • 1[1]Mallat S.A Wavelet Tour of Signal Processing[M].San Diego:Academic Press,1998.
  • 2[2]Mallat S.A theory for multi-resolution approximation:the wavelet approximation[J].IEEE Trans,PAMI Ⅱ,1989,11(7):674-683.
  • 3[3]Burt P.The Laplacian pyramid as a compact image coder[J].IEEE Trans Com-31,1983,4:532-540.
  • 4[4]Mandelbrot B B.The Fractal Geometry of Nature[M].San Francisco:Freeman,1982.
  • 5[5]Mandelbrot B B.Fractals and Scaling in Finance[M].New York:Springer,1997.
  • 6[6]Mandelbrot B B,Van Ness.Fractional Brownain Motion[J].SIAM Review,1968,10:422-431.
  • 7[7]Bacty E,Muzy J,Arneodo A.Singularity spectum of fractal signal:exact results[J].Journal of Stat Phys,1993,70(3/4):635-674.
  • 8[8]Meyer Y.Wavelets and Operators.Advanced matheatis[M].Cambridge:Cambrige University Press,1992.
  • 9[9]Wornell G.Signal Pressing with Fractals:A Wavelet-Based Approach[M].New York:Prentice-Hill,1995.
  • 10[10]Daubechies I.Ten Lectures on Wavelets[M].New York:Capital City Press,1992.

共引文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部