English

LAN property for some fractional type Brownian motion

Statistics Theory 2013-09-20 v1 Statistics Theory

Abstract

We study asymptotic expansion of the likelihood of a certain class of Gaussian processes characterized by their spectral density fθf_\theta. We consider the case where fθ\PARxx0\ABSx\al(θ)Lθ(x)f_\theta\PAR{x} \sim_{x\to 0} \ABS{x}^{-\al(\theta)}L_\theta(x) with LθL_\theta a slowly varying function and \al\PARθ(,1)\al\PAR{\theta}\in (-\infty,1). We prove LAN property for these models which include in particular fractional Brownian motion %Btα,α1/2B^\alpha_t,\: \alpha \geq 1/2 or ARFIMA processes.

Keywords

Cite

@article{arxiv.1111.1077,
  title  = {LAN property for some fractional type Brownian motion},
  author = {Serge Cohen and Fabrice Gamboa and Céline Lacaux and Jean-Michel Loubes},
  journal= {arXiv preprint arXiv:1111.1077},
  year   = {2013}
}
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