• DocumentCode
    3592613
  • Title

    Grey Markov Model Forecast in Economic System under Incomplete Information and its Application on Foreign Direct Investment

  • Author

    Wang, Yaxing ; Chen, Cheng

  • Author_Institution
    Sch. of Bus., Renmin Univ. of China, Beijing, China
  • Volume
    2
  • fYear
    2011
  • Firstpage
    117
  • Lastpage
    120
  • Abstract
    Foreign direct investment (FDI) plays an extraordinary role in developing countries and its fluctuations reflect the changes of influencing factors during time, and therefore the models to simulate and forecast the trends are of great significance. Model GM (1, 1) is used in this paper to overcome the problems of small sample size and poor data. In the pre-procession of the raw data, two sequences are generated from weakening operator and from logarithm process respectively, and the simulation results show that the model constructed from the logarithm sequence has better simulation accuracy. Then Markov Chain is introduced to original model to get more accurate forecast results, which indicate the growing trend of FDI inflows in the following three years. The grey system models applied in economic areas are proved to have accurate simulation and convincing results.
  • Keywords
    Markov processes; forecasting theory; grey systems; investment; macroeconomics; FDI inflows; Markov chain; Model GM (1,1); developing countries; economic system; foreign direct investment; grey Markov model forecast; incomplete information; logarithm process; logarithm sequence; sequence generation; weakening operator; Accuracy; Data models; Economics; Investments; Markov processes; Mathematical model; Predictive models; 1); Foreign direct investment (FDI); Grey system model; Markov chain; Model GM (1;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Management, Innovation Management and Industrial Engineering (ICIII), 2011 International Conference on
  • Print_ISBN
    978-1-61284-450-3
  • Type

    conf

  • DOI
    10.1109/ICIII.2011.175
  • Filename
    6114641