This article studies the geometric convergence rate of a discrete
renewal sequence with decreasing hazard rate or, more generally,
new worse than used lifetimes. Several variants of these structural
orderings are considered. The results are derived from power
series methods; roots of generating functions are the prominent
issue. Optimality of the rates are considered. Examples
demonstrating the utility of the results, as well as applications
to Markov chains, are presented.