Suppose I get a positive result from a prostate-specific antigen test and want to estimate my posterior probability of having prostate cancer. For the prior, should I use the base rate for prostate cancer in the population? Among white Americans? Ashkenazi Jews? Ashkenazi Jews over sixty-five? Ashkenazi Jews over sixty-five who exercise and have no family history? These rates can be very different.
