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Minimum Contrast Estimation for Fractional Diffusions
Authors:Carenne ludeña
Abstract:Abstract.  When the Hurst coefficient of a fractional Brownian motion     is greater than 1/2 it is possible to define a stochastic integral with respect to     , as the pathwise limit of Riemann sums, and thus to consider pathwise solutions to fractional diffusion equations. In this paper, we consider the vanishing drift case and assume that the solution X t is parameterized by θ in a compact parameter space Θ . Our main interest is the estimation of θ based on discrete time, but with very frequent observations. It is shown that the estimation problem in this context is locally asymptotically mixed normal. The asymptotic behaviour of a certain class of minimum contrast estimators is then studied and asymptotic efficiency is discussed.
Keywords:discrete time sampling  fractional Brownian motion  fractional diffusion  local asymptotic mixed normality  minimum contrast estimation
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