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The well-posedness of nonlocal elliptic equation with singular drift is investigated in Besov-H"older spaces. As an application, we show the existence and uniqueness for corresponding martingale problem. Moreover, we prove that the one dimensional distribution of the martingale solution has a density in some Besov space.

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