Nonparametric estimation for small fractional diffusion processes with random effects

Abstract

We propose a nonparametric estimation of random effects from the following small fractional diffusions βi is random variable and is are standard fractional Brownian motions with a common known Hurst index The asymptotic behavior of the proposed estimators is established when ε and N are, respectively, sufficiently small and large.