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文章基本信息

  • 标题:Financial Insights from the Last Few Components of a Stock Market PCA
  • 本地全文:下载
  • 作者:Yang, Libin ; Rea, William ; Rea, Alethea
  • 期刊名称:International Journal of Financial Studies
  • 印刷版ISSN:2227-7072
  • 出版年度:2017
  • 卷号:5
  • 期号:3
  • 页码:1-12
  • 出版社:MDPI, Open Access Journal
  • 摘要:We show that the last few components in the principal component analysis of the correlation matrix of a group of stocks may contain useful financial insights by identifying highly correlated pairs or larger groups of stocks. The results of this type of analysis can easily be included in the information an investor uses to manage an investment portfolio.
  • 关键词:principal component analysis; stock correlation; diversification; stock portfolios; ASX 200
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