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This section provides a detailed introduction to Bayesian probability as required for BBNs. It covers the following topics:
Frequentist approach
Bayesian approach
Probability axioms
Variables and and probability distributions
Joint events and marginalisation
Conditional probability
Bayes rule
Chain rule
Independence and conditional independence
Biases and fallacies in reasoning about probability