• DocumentCode
    483244
  • Title

    Can Mutual Fund Really Pick Stocks? A Bootstrap Analysis

  • Author

    Ning Xu ; Zhi-Xin Liu

  • Author_Institution
    Sch. of Econ. & Manage., Beihang Univ., Beijing
  • fYear
    2009
  • fDate
    23-25 Jan. 2009
  • Firstpage
    381
  • Lastpage
    384
  • Abstract
    We apply a new bootstrap statistical technique to distinguish between dasiaskillpsila and dasialuckpsila for individual funds. This methodology allows for non-normality in the idiosyncratic risk of the funds-a major issue when considering those funds which appear to be either very good or very bad performers, since these are the funds which investors are primarily interested in identifying. Our bootstrap approach uncovers findings that differ from many past studies. We find that the best funds performance cannot be explained by luck, there exists stock picking ability among a relatively small number of top performing mutual funds.
  • Keywords
    investment; statistical analysis; stock markets; bootstrap analysis; bootstrap statistical technique; funds performance; idiosyncratic risk; individual funds; mutual fund; stock picking; Data mining; Databases; Gaussian distribution; Investments; Mutual funds; Particle measurements; Portfolios; Probability distribution; Robustness; Testing; bootstrap; mutual fund;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Discovery and Data Mining, 2009. WKDD 2009. Second International Workshop on
  • Conference_Location
    Moscow
  • Print_ISBN
    978-0-7695-3543-2
  • Type

    conf

  • DOI
    10.1109/WKDD.2009.33
  • Filename
    4771955