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Elementary probability front page
Bounding probabilities by expectations
Condition on the first thing that happens
To compute covariance, use bilinearity
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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