Mathematics – Statistics Theory
Scientific paper
2010-12-26
Mathematics
Statistics Theory
11 pages; submitted to: Electronic Journal of Statistics
Scientific paper
We derive an upper bound for the mean of the supremum of the empirical process indexed by a class of functions that are known to have variance bounded by a small constant $\delta$. The bound is expressed in the uniform entropy integral of the class at $\delta$. The bound yields a rate of convergence of minimum contrast estimators when applied to the modulus of continuity of the contrast functions.
der Vaart Aad van
Wellner Jon A.
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