Base rates and false positives

1,000 people take the test

Change how common the infection is and how good the test is.

Infected in the population

Sensitivity: Pr(positive | infected)

Specificity: Pr(negative | not infected)

Who is behind a positive test?

Pr(infected | positive)

positive predictive value

Pr(healthy | negative)

negative predictive value