TY - JOUR
T1 - Precise Laplace approximation for mixed rough differential equation
AU - Yang, Xiaoyu
AU - Xu, Yong
AU - Pei, Bin
N1 - Publisher Copyright:
© 2024 Elsevier Inc.
PY - 2025/1/15
Y1 - 2025/1/15
N2 - This work focuses on the Laplace approximation for the rough differential equation (RDE) driven by mixed rough path (BH,W) with H∈(1/3,1/2) as ε→0. Firstly, based on geometric rough path lifted from mixed fractional Brownian motion (fBm), the Schilder-type large deviation principle (LDP) for the law of the first level path of the solution to the RDE is given. Due to the particularity of mixed rough path, the main difficulty in carrying out the Laplace approximation is to prove the Hilbert-Schmidt property for the Hessian matrix of the Itô map restricted on the Cameron-Martin space of the mixed fBm. To this end, we embed the Cameron-Martin space into a larger Hilbert space, then the Hessian is computable. Subsequently, the probability representation for the Hessian is shown. Finally, the Laplace approximation is constructed, which asserts the more precise asymptotics in the exponential scale.
AB - This work focuses on the Laplace approximation for the rough differential equation (RDE) driven by mixed rough path (BH,W) with H∈(1/3,1/2) as ε→0. Firstly, based on geometric rough path lifted from mixed fractional Brownian motion (fBm), the Schilder-type large deviation principle (LDP) for the law of the first level path of the solution to the RDE is given. Due to the particularity of mixed rough path, the main difficulty in carrying out the Laplace approximation is to prove the Hilbert-Schmidt property for the Hessian matrix of the Itô map restricted on the Cameron-Martin space of the mixed fBm. To this end, we embed the Cameron-Martin space into a larger Hilbert space, then the Hessian is computable. Subsequently, the probability representation for the Hessian is shown. Finally, the Laplace approximation is constructed, which asserts the more precise asymptotics in the exponential scale.
KW - Fractional Brownian motion
KW - Laplace approximation
KW - Large deviation principle
KW - Mixed rough path
UR - http://www.scopus.com/inward/record.url?scp=85204019989&partnerID=8YFLogxK
U2 - 10.1016/j.jde.2024.09.010
DO - 10.1016/j.jde.2024.09.010
M3 - 文章
AN - SCOPUS:85204019989
SN - 0022-0396
VL - 415
SP - 1
EP - 51
JO - Journal of Differential Equations
JF - Journal of Differential Equations
ER -