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.