Modified empirical CLT's under only pre-Gaussian conditions

Mathematics – Probability

Scientific paper

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Published at http://dx.doi.org/10.1214/074921706000000833 in the IMS Lecture Notes Monograph Series (http://www.imstat.org/p

Scientific paper

10.1214/074921706000000833

We show that a modified Empirical process converges to the limiting Gaussian
process whenever the limit is continuous. The modification depends on the
properties of the limit via Talagrand's characterization of the continuity of
Gaussian processes.

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