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Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions

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We propose a novel method for drift estimation of multiscale diffusion processes when a sequence of discrete observations is given. For the Langevin dynamics in a two-scale potential, our approach relies on the eigenvalues and the eigenfunctions of the homogen... ...