Asymptotic behaviour of point processes with Markov-dependent intervals

This "splitting techniques" for Markov chains developed by Nummelin (1978a) and Athreya and Ney (1978b) are used to derive an imbedded renewal process in Wold's point process with Markov-correlated intervals. This leads to a simple proof of renewal theorems for such processes. In particular, a key renewal theorem is proved, from which analogues to both Blackwell's and Breiman's forms of the renewal theorem can be deduced