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We prove that: X is a delayed renewal sequence iff there exists a renewal sequence W (on a probability space) such that

  equation6

displaymath121

for all nonnegative integers r and s and sequences tex2html_wrap_inline127 of 0's and 1's such that tex2html_wrap_inline129 .

Proof of `` tex2html_wrap_inline131 ''. 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 tex2html_wrap_inline135 and tex2html_wrap_inline137 we have either tex2html_wrap_inline139 or Y is a renewal sequence independent of T with respect to the measure tex2html_wrap_inline145 .

In particular, for any integer tex2html_wrap_inline147 we have

displaymath149

displaymath151

Hence

displaymath153

where tex2html_wrap_inline155 and

displaymath157

displaymath159

We will use this equality for tex2html_wrap_inline161 . By the way, observe that tex2html_wrap_inline163 , tex2html_wrap_inline165 , 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 tex2html_wrap_inline169 . Then we find that tex2html_wrap_inline171 , where

displaymath173

displaymath175

(Actually, we use an obvious generalization of Prop 1 when instead of the inequalities 0<n one writes tex2html_wrap_inline179 which is harmless if in this Prop. 1 we have tex2html_wrap_inline181 ).

It only remains to notice that, as before,

displaymath183

and replacing k+n with n

displaymath189

Thus, we get (1) with W=Y.

Proof of `` tex2html_wrap_inline193 ''. We may assume that tex2html_wrap_inline195 . The above notice that J coincides with the left-hand side shows that, for any tex2html_wrap_inline199 ,

displaymath201

displaymath203

provided tex2html_wrap_inline129 . Choosing different numbering and remembering that tex2html_wrap_inline207 , we get that for any tex2html_wrap_inline199

displaymath211

  equation73

provided tex2html_wrap_inline181 . Summing up with respect to r yields

  equation80

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'.




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Nicolai V. Krylov
Thu May 14 00:20:39 CDT 1998