In an irreducible, recurrent,
Markov chain, with integer states, let Nn(A) be the occupation time of A by time n,
where A is a finite set of states. Our principal concern in this paper is to
investigate various “ratio limit theorem” for Px(Nn(A) = k). Criteria are given for
various ratio limits to exist. The limits (when they exist) are shown to be
expressible in terms of an integral over the set of states E completed with its dual
recurrent boundary B. Applications are given to several specific Markov
chains.