be a sequence of dependent random variables drawn from a probability measure
. Consider the hypothesis test
. It is shown that for a class of discrete valued processes, including Markov processes the hypothesis test can be resolved with a three-state memory. The result is generalized to
-hypothesis tests which require
( + 1) states.