Abstract
A Berry-Esseen-type theorem showing the near-optimal quality of the normal distribution approximation to the distribution of smooth quantile density estimators is established in this paper. Under more restrictive conditions on the smoothing kernel, an n −1 2 - error bound Berry-Esseen result is established as well.
Published Version
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