Inclusion-exclusion principle for probabilities ($P(A\cup B)=P(A)+P(B)-P(A\cap B)$)

For a finite family of events, the probability of their union is the alternating sum of their intersection probabilities, with the same pattern as the inclusion-exclusion principle. Expand the indicator function of the union and apply linearity of expectation; this does not require independent events.