Abstract

We obtain a Chernoff-type large deviation result for the L 1 -error of empirical measure on partitions. As a corollary, large deviation asymptotics for the L 1 -error of the histogram density estimator is derived. Applications to Bahadur efficiencies of goodness-of-fit tests and Bahadur exact slopes of these statistics are discussed.

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