Nonlinear renewal theorems for random walks with perturbations of intermediate order

Keiji Nagai, Cun-Hui Zhang

We develop nonlinear renewal theorems for a perturbed random walk without assuming stochastic boundedness of centered perturbation terms. A second order expansion of the expected s…