Suppose that we have a test for a disease that is 98% accurate: if one has the disease, the test comes back "yes" 98% of the time (and "no" 2% of the time), and if one does not have the disease, the test comes back "no" 98% of the time (and "yes" 2% of the time). You are in a population of 10,000 people, 248 of which test positive. Assume reality exactly matches probability.
A) How many people are actually sick?
B) You tested negative. What is the chance you are sick?
C) They sent you the wrong envelope, you actually tested positive. What is the chance you are healthy?
A) How many people are actually sick?
B) You tested negative. What is the chance you are sick?
C) They sent you the wrong envelope, you actually tested positive. What is the chance you are healthy?