Large deviations for functionals of some self-similar Gaussian processes

preprint2020arXivOpen access

Abstract

We prove large deviation principles for ∫0tγ(Xs)ds\int_0^t γ(X_s)ds, where XX is a dd-dimensional self-similar Gaussian process and γ(x)γ(x) takes the form of the Dirac delta function δ(x)δ(x), ∣x∣−β|x|^{-β} with β∈(0,d)β\in (0,d), or ∏i=1d∣xi∣−βi\prod_{i=1}^d |x_i|^{-β_i} with βi∈(0,1)β_i\in(0,1). In particular, large deviations are obtained for the functionals of dd-dimensional fractional Brownian motion, sub-fractional Brownian motion and bi-fractional Brownian motion. As an application, the critical exponential integrability of the functionals is discussed.

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