Probability of disease, given a positive test result

Explain that there are three equivalent sets of probabilities:

The formulae for moving between the 2nd and 3rd of these is called Bayes theorem.

Medical diagnostic tests for a disease are rarely 100% accurate. There are two types of error:

The probabilities are not for a real disease or diagnostic test.