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 :
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