TY - JOUR
T1 - Examples of moderate deviation principle for diffusion processes
AU - Guillin, A.
AU - Liptser, R.
PY - 2006/7
Y1 - 2006/7
N2 - 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 Stκ = 1/t κ ∫0t H(Xs)ds, t → ∞ for an ergodic diffusion process Xt, provided that 0.5 < κ < 1, and appropriate H. We use a well known decomposition with "corrector": 1/tκ ∫0t H(Xs)ds = corrector + 1/tκ Mtmartingale . and show that, as in the CLT analysis, the corrector is negligible, and the main contribution in the MD brings the family "1/tκM t, t → ∞." Starting from Freidlin, [7], and finishing by Wu's papers [33]-[37], in the MD study Laplace's transform dominates. In the paper, we replace this technique by "Stochastic exponential" one, enabling to formulate the MDP conditions in terms of "drift-diffusion" parameters and H. However, a verification of these conditions heavily depends on a specificity of a diffusion model. That is why the paper is named "Examples ...".
AB - 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 Stκ = 1/t κ ∫0t H(Xs)ds, t → ∞ for an ergodic diffusion process Xt, provided that 0.5 < κ < 1, and appropriate H. We use a well known decomposition with "corrector": 1/tκ ∫0t H(Xs)ds = corrector + 1/tκ Mtmartingale . and show that, as in the CLT analysis, the corrector is negligible, and the main contribution in the MD brings the family "1/tκM t, t → ∞." Starting from Freidlin, [7], and finishing by Wu's papers [33]-[37], in the MD study Laplace's transform dominates. In the paper, we replace this technique by "Stochastic exponential" one, enabling to formulate the MDP conditions in terms of "drift-diffusion" parameters and H. However, a verification of these conditions heavily depends on a specificity of a diffusion model. That is why the paper is named "Examples ...".
KW - Langevin equation
KW - Moderate deviations
KW - Poisson equation
UR - http://www.scopus.com/inward/record.url?scp=33745303525&partnerID=8YFLogxK
U2 - 10.3934/dcdsb.2006.6.803
DO - 10.3934/dcdsb.2006.6.803
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AN - SCOPUS:33745303525
SN - 1531-3492
VL - 6
SP - 803
EP - 828
JO - Discrete and Continuous Dynamical Systems - Series B
JF - Discrete and Continuous Dynamical Systems - Series B
IS - 4
ER -