Abstract
In this paper we prove large and moderate deviations principles for the kernel estimator of a distribution function introduced by Nadaraya [1964. Some new estimates for distribution functions. Theory Probab. Appl. 9, 497500]. We provide results both for the pointwise and the uniform deviations.
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