This essay presents a measure-theoretic version of the random utility
model with no substantive restrictions upon the choice space. The anal
ysis is based upon DeFinetti's Coherency Axiom, which characterizes a
set function as a finitely additive probability measure. The central r
esult is the equivalence of the random utility maximization hypothesis
and the coherency of the choice probabilities over all allowable cons
traint sets.