Estimates of the rate of approximation in the CLT for L1-norm of density estimators

Abstract

We provide estimates of the rate of strong approximation and bounds for probabilities of moderate deviations in the CLT for the L1-norm of the kernel density estimator without any assumptions on the density and assuming that the kernel is bounded and has bounded support.

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