The limit distribution of the -error of Grenander-type estimators

Abstract
Let be a non-increasing function defined on . Under standard regularity conditions, we derive the asymptotic distribution of the supremum norm of the difference between and its Grenander-type estimator on sub-intervals of . The rate of convergence is found to be of order and the limiting distribution to be Gumbel.
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