.

The probability that A occurs given that B occurs (called the conditional probability of A given B) is

.

The disease odds ratio, which we want, can be written

,

where is the event not D and is the event not E.

The exposure odds ratio, which is sometimes all we can get, can be written

.

The algebra shows the two odds ratios are equal.