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Applying the probabilistic method
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Discrete probability front page
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Entropy vs. energy
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Probabilistic combinatorics front page
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To compute probabilities of unions and intersections, use the inclusion-exclusion formula
To compute the probability that exactly k of n events occur, use generalized inclusion-exclusion
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