Examples of moderate deviation principle for diffusion processes
Abstract
Taking into account some likeness of moderate deviations (MD) and central limit theorems (CLT), we develop an approach, which made a good showing in CLT, for MD analysis of a family for an ergodic diffusion process under and appropriate . We mean a decomposition with ``corrector'': and show that, as in the CLT analysis, the corrector is negligible but in the MD scale, and the main contribution in the MD brings the family ``'' Starting from Bayer and Freidlin, \cite{BF}, and finishing by Wu's papers \cite{Wu1}-\cite{WuH}, in the MD study Laplace's transform dominates. In the paper, we replace the Laplace technique by one, admitting to give the conditions, providing the MD, in terms of ``drift-diffusion'' parameters and . However, a verification of these conditions heavily depends on a specificity of a diffusion model. That is why the paper is named ``Examples ...''.
Keywords
Cite
@article{arxiv.math/0503070,
title = {Examples of moderate deviation principle for diffusion processes},
author = {A. Guillin and R. Liptser},
journal= {arXiv preprint arXiv:math/0503070},
year = {2016}
}