• DocumentCode
    1973266
  • Title

    A New Model between Stock Valuation Index and Volatility of Stock Price

  • Author

    He, Chengying ; Xu, Qinghzen ; Liu, Ying

  • Author_Institution
    Inst. of China Security Market, Zhejiang Univ. of Finance & Econ., Hangzhou, China
  • fYear
    2010
  • fDate
    22-23 June 2010
  • Firstpage
    479
  • Lastpage
    482
  • Abstract
    Evaluation index are long been thought as very accurately reflect stock price by people in China. In this paper, we build theory models to study the relationship between volume, P/B (Price-to-Book value Ratio), P/S (Price-to-Sale Ratio) and P/CF (Price-to-Cash Flow Ratio) and stock market volatility. In current China stock market, individual stock price volatility is a complicated function. The resulting stock price function has four variables as input: volume, PB, PS, PC. In this paper, we present a new mathematical model to simulate stock price volatility. We applied the new model to a stock through empirical analysis. Our conclusions are as follows: (1) The volatility of stock price is a function of parameters of PB, PS and PC. (2) Our new model can predict future stock price changes. (3) PB, PS and PC has positive effect on stock price. Moreover, this paper proposed some potential methods and system suggestions for the further improvement of stock price pridiction in China stock market. Overal, the empirical analysis results show that the new model can enhance the volatility forecasting ability of individual stock in china stock market.
  • Keywords
    forecasting theory; pricing; stock markets; China; price-to-book value ratio; price-to-cash flow ratio; price-to-sale ratio; stock market volatility; stock price change; stock price volatility; stock valuation index; volatility forecasting ability; Biological system modeling; Cost accounting; Forecasting; Indexes; Mathematical model; Predictive models; Solid modeling; Volatility; stock price; stock valuation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computing and Cognitive Informatics (ICICCI), 2010 International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-6640-5
  • Electronic_ISBN
    978-1-4244-6641-2
  • Type

    conf

  • DOI
    10.1109/ICICCI.2010.122
  • Filename
    5566054