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We estimate the rate of strong approximation and probabilities of moderate deviations in the CLT for the L1-norm of the kernel density estimator under no assumptions at all on the density and assuming that the kernel is bounded and has bounded support.

Estimates of the Rate of Approximation in the CLT for L 1-Norm of Density Estimators