Asymptotic Expansion for Stochastic Processes: an Overview and Examples

Abstract

The asymptotic expansion method for ε-Markov processes with a mixing property is briefly reviewed. It is illustrated by a point process marked by a diffusion process. As a typical application, the expansion formula for the M-estimator based on ε-Markov data is exhibited.