English

The strong renewal theorem

Probability 2016-12-26 v3

Abstract

We consider real random walks with positive increments (renewal processes) in the domain of attraction of a stable law with index α(0,1)\alpha \in (0,1). The famous local renewal theorem of Garsia and Lamperti, also called strong renewal theorem, is known to hold in complete generality only for α>12\alpha > \frac{1}{2}. Understanding when the strong renewal theorem holds for α12\alpha \le \frac{1}{2} is a long-standing problem, with sufficient conditions given by Williamson, Doney and Chi. In this paper we give a complete solution, providing explicit necessary and sufficient conditions (an analogous result has been independently and simultaneously proved by Doney in arXiv:1507.06790). We also show that these conditions fail to be sufficient if the random walk is allowed to take negative values. This paper is superseded by arXiv:1612.07635

Cite

@article{arxiv.1507.07502,
  title  = {The strong renewal theorem},
  author = {Francesco Caravenna},
  journal= {arXiv preprint arXiv:1507.07502},
  year   = {2016}
}

Comments

31 pages, fixed typos. Superseded by arXiv:1612.07635

R2 v1 2026-06-22T10:19:42.712Z