We prove that: X is a delayed renewal sequence iff
there exists a renewal sequence W (on a probability space) such that
for all nonnegative integers r and s and sequences
of 0's and 1's such that
Proof of `` ''. What is meant by a delayed renewal sequence (however never properly stated) is a sequence X of 0's and 1's such that for and we have either or Y is a renewal sequence independent of T with respect to the measure .
In particular, for any integer we have
Hence
where and
We will use this equality for . By the way, observe that , , and what we have on the left in (1) is exactly J.
To transform it to the right-hand side of (1), we apply Prop. 1 to the renewal sequence . Then we find that , where
(Actually, we use an obvious generalization of Prop 1 when instead of the inequalities 0<n one writes which is harmless if in this Prop. 1 we have ).
It only remains to notice that, as before,
and replacing k+n with n
Thus, we get (1) with W=Y.
Proof of `` ''. We may assume that . The above notice that J coincides with the left-hand side shows that, for any ,
provided . Choosing different numbering and remembering that , we get that for any
provided . Summing up with respect to r yields
It follows that the distributions of Y (with respect to P') and W coincide. Since W is a renewal sequence and being a renewal sequence is completely defined by these distributions (cf., for instance, Prop. 1), we conclude that Y is a renewal sequence.
Finally, replacing the last factor in (2) with the left-hand side of (3), we conclude that T and Y are independent with respect to P'.