From uniform renewal theorem to uniform large and moderate deviations   for renewal-reward processes
  A uniform key renewal theorem is deduced from the uniform Blackwell's renewal theorem. A uniform LDP (large deviations principle) for renewal-reward processes is obtained, and MDP (moderate deviations principle) is deduced under conditions much weaker than existence of exponential moments. 
Boris Tsirelson
math.PR