  In this expository paper we describe a relatively elementary method of
establishing the existence of a Dutch book in a simple multivariate normal
prediction setting. The method involves deriving a nonstandard predictive
distribution that is motivated by invariance. This predictive distribution
satisfies an interesting identity which in turn yields an elementary
demonstration of the existence of a Dutch book for a variety of possible
predictive distributions.
