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The concentration of empirical measures is studied for dependent data, whosejoint distribution satisfies Poincar\'{e}-type or logarithmic Sobolevinequalities. The general concentration results are then applied to spectralempirical distribution functions associated with high-dimensional randommatrices.

Concentration of empirical distribution functions with applications to non-i.i.d. models