Back to our example.
Is marital status independent of age in the nightclub sample?
P(S|U) = P(S?U)/P(U) = .55/.65 = .846
P(S) = .75, so P(S|U) ? P(S)
This tells us that a person is more likely to be single, if we know they’re under 30, than any one random person is likely to be single with no information about their age.