Limit theorems for first-passage times in linear and non-linear renewal theory

Abstract

A local limit theorem for is obtained, where τ a is the first time a random walk S n with positive drift exceeds a. Applications to large-deviation probabilities and to the crossing of a non-linear boundary are given.