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Those slides describe how the probabilistic computations are handle in the application http://worldcup.bayesialab.com. This application computes the Stage 2 qualification probability of any team of any Group of the next FIFA World Cup. Based on the user input (with probability distributions on the Group matches' result: win, draw, and loss), a Bayesian Network is used to rigorously compute the qualification probabilities.
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