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Probability theory is a set of mathematical techniques for reasoning about uncertainty. Intuitively, probabilities can be thought of as describing long-run frequencies or subjective beliefs. Mathematically, a probability measure is a function on subsets of a sample space which satisfy certain axioms.
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