• DocumentCode
    2842449
  • Title

    Soccer tournament simulation and analysis for South Africa World Cup with Poisson model of goal probability

  • Author

    Dingwei Wang

  • Author_Institution
    Inst. of Syst. Eng., Northeastern Univ., Shenyang, China
  • fYear
    2010
  • fDate
    26-28 May 2010
  • Firstpage
    3654
  • Lastpage
    3659
  • Abstract
    Referencing Dyte and Clarke´s model, we propose a new formula to calculate the expected goal numbers. The goal probabilities are described by Poisson distribution. Based on the ranking data of men´s teams in FIFA website, the parameters of Poisson model for each pair of teams can be determined. According to the full game program of 2010 World Cup, the full soccer games can be simulated. Based on millions of simulations running, we obtain the statistical results of champion, half final, quarter final and others for 32 attended teams. The fortunate degrees of all game groups for all teams can be evaluated from the rank position changes. These results may provide an analysis tool to organizations and fans of soccer games.
  • Keywords
    Poisson distribution; computer games; probability; sport; Poisson distribution; South Africa World Cup; goal probability; soccer tournament analysis; soccer tournament simulation; Africa; Analytical models; Computational modeling; Electronic mail; Fans; Information analysis; Information science; Parameter estimation; Probability; Systems engineering and theory; Poisson distribution; World Cup in South Africa; goal probability; soccer game simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2010 Chinese
  • Conference_Location
    Xuzhou
  • Print_ISBN
    978-1-4244-5181-4
  • Type

    conf

  • DOI
    10.1109/CCDC.2010.5498512
  • Filename
    5498512