• DocumentCode
    3514868
  • Title

    The Effect Mechanism of El Niño Southern Oscillation on Wheat Futures: Based on EMD and SSVS Algorithm

  • Author

    Yingjun, Lou ; Lijie, Zhu ; Lina, Lu

  • Author_Institution
    Sch. of Finance, Zhejiang Gongshang Univ., Hangzhou, China
  • fYear
    2010
  • fDate
    28-29 Oct. 2010
  • Firstpage
    55
  • Lastpage
    59
  • Abstract
    At present, most of the studies on the relationship between El Nino Southern Oscillation and agricultural futures focus on perceptual and directly data analysis. This article uses EMD algorithm on endpoints processed data to decompose wheat futures price into seven Intrinsic Mode Function and one Residue. Then do symbolic clustering combined with SSVS method and denoised ENSO index. The results not only clearly show the negative relationship between ENSO index and wheat futures price, but also identified the specific impact path of the negative correlation, that is through IMF4 and IMF5. This method to find specific impact mechanism also provides a more rigorous idea to do certain research.
  • Keywords
    El Nino Southern Oscillation; agricultural engineering; agricultural products; data analysis; pattern clustering; statistical analysis; EMD algorithm; ENSO index; El Nino southern oscillation; IMF4; IMF5; SSVS algorithm; agricultural future; data analysis; empirical mode decomposition; intrinsic mode function; negative correlation; residue function; symbolic clustering; symbolic statistical vector space model; wheat future price; Correlation; Euclidean distance; Fitting; Indexes; Noise; Noise reduction; Time series analysis; EMD algorithm; ENSO; SSVS; Wheat futures;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on
  • Conference_Location
    Huanggang
  • Print_ISBN
    978-1-4244-8148-4
  • Electronic_ISBN
    978-0-7695-4196-9
  • Type

    conf

  • DOI
    10.1109/IPTC.2010.135
  • Filename
    5663150