Abstract

We study asymptotic expansion of the likelihood of a certain class of Gaussian processes characterized by their spectral density fθf_θ. We consider the case where $f_θ\PAR{x} \sim_{x\to 0} \ABS{x}^{-\al(θ)}L_θ(x)$ with LθL_θ a slowly varying function and $\al\PARθ\in (-\infty,1)$. We prove LAN property for these models which include in particular fractional Brownian motion %Btα, α≥1/2B^α_t,\: α\geq 1/2 or ARFIMA processes.

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