• DocumentCode
    2853425
  • Title

    A Multiresolution Wavelet Based Analysis of the Chinese Stock Market

  • Author

    Huang, Ling ; Wang, Changdong ; Qin, Song

  • Author_Institution
    Sch. of Econ. & Commerce, South China Univ. of Technol., Guangzhou, China
  • fYear
    2010
  • fDate
    13-15 Aug. 2010
  • Firstpage
    305
  • Lastpage
    309
  • Abstract
    This paper investigates the domestic impacts on the Chinese stock market using multiresolution wavelet. Three domestic impact factors are considered, which are inflation rate, M2 and lending rate, while Shanghai stock exchange composite index (SSECI) is selected to be representative of the Chinese stock market due to its significance. By decomposing the time series into four level cycles with different scales, the results reveal that among the three domestic factors, M2 has the strongest impact on SSECI at all scales, followed by inflation rate, while lending rate contributes almost no influence to the Shanghai stock exchange except at the largest scale of 16-32 month cycles.
  • Keywords
    inflation (monetary); stock markets; wavelet transforms; Chinese stock market; M2; Shanghai stock exchange composite index; inflation rate; lending rate; multiresolution wavelet; Approximation methods; Indexes; Signal resolution; Stock markets; Time series analysis; Wavelet analysis; Chinese stock market; M2; inflation rate; lending rate; wavelet;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Business Intelligence and Financial Engineering (BIFE), 2010 Third International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-7575-9
  • Type

    conf

  • DOI
    10.1109/BIFE.2010.78
  • Filename
    5621835