• DocumentCode
    2361126
  • Title

    The Application of Trend Following Strategies in Stock Market Trading

  • Author

    Fong, Simon ; Tai, Jackie

  • Author_Institution
    Dept. of Comput. & Inf. Sci., Univ. of Macau, Macao, China
  • fYear
    2009
  • fDate
    25-27 Aug. 2009
  • Firstpage
    1971
  • Lastpage
    1976
  • Abstract
    Trend-following (TF) strategies use fixed trading mechanism in order to take advantages from the long-term market moves without regards to the past price performance. In contrast with most prediction tools that stemmed from soft computing such as neural networks to predict a future trend, TF just rides on the current trend pattern to decide on buying or selling. While TF is widely applied in currency markets with a good track record for major currency pairs, it is doubtful that if TF can be applied in stock market. In this paper a new TF model that features both strategies of evaluating the trend by static and adaptive rules, is created from simulations and later verified on Hong Kong Hang Seng future indices. The model assesses trend profitability from the statistical features of the return distribution of the asset under consideration. The results and examples facilitate some insights on the merits of using the trend following model.
  • Keywords
    profitability; statistical analysis; stock markets; asset return distribution; neural networks; soft computing; statistical features; stock market trading; trend following strategies; trend profitability; Application software; Demand forecasting; Economic forecasting; Information science; Neural networks; Profitability; Solids; Stock markets; Supply and demand; Uninterruptible power systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    INC, IMS and IDC, 2009. NCM '09. Fifth International Joint Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-5209-5
  • Electronic_ISBN
    978-0-7695-3769-6
  • Type

    conf

  • DOI
    10.1109/NCM.2009.402
  • Filename
    5331484