The Ehrenfest model, formulated as a continuous time Markov chain, is
a representation of a spin with length j in a magnetic held. The equiv
alence is shown by the introduction of a Feynman-Kac functional on the
sample paths of the Markov chain. A transformation is used to calcula
te the functional leading to the solution of a path-integral for spin
without reference to coherent states.