LAN property for some fractional type Brownian motion

نویسندگان

  • Serge Cohen
  • Fabrice Gamboa
  • Céline Lacaux
  • Jean-Michel Loubes
چکیده

We study asymptotic expansion of the likelihood of a certain class of Gaussian processes characterized by their spectral density fθ. We consider the case where fθ(x) ∼x→0 |x|Lθ(x) with Lθ a slowly varying function and α(θ) ∈ (−∞, 1). We prove LAN property for these models which include in particular fractional Brownian motion or ARFIMA processes.

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تاریخ انتشار 2013