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
Link To Document