Beware of the sample size issue. The Midwest has lots of low-population counties, for which a single cancer case plus or minus makes a great difference in the incidence rate.
See also: Bayesian Data Analysis, Gelman et al., 2nd edition, section 2.8.
See also: Bayesian Data Analysis, Gelman et al., 2nd edition, section 2.8.