Abstract
Probability models describing the variation in thunderstorm activity at Cape Kennedy, Florida, are presented and analyzed from a Bayesian statistical point of view. This includes a brief outline of a Bayesian analysis of distributions using data collected at Cape Kennedy and a comparison of the Bayesian and classical statistical results for the probability models under consideration.