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Exact convergence rates in the central limit theorem for a class of martingales

Probability 2007-05-23 v1

Abstract

We give optimal convergence rates in the central limit theorem for a large class of martingale difference sequences with bounded third moments. The rates depend on the behaviour of the conditional variances and for stationary sequences the rate n1/2lognn^{-1/2}\log n is reached. We give interesting examples of martingales with unbounded increments which belong to the considered class.

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@article{arxiv.math/0403385,
  title  = {Exact convergence rates in the central limit theorem for a class of martingales},
  author = {Mohamed El Machkouri and Lahcen Ouchti},
  journal= {arXiv preprint arXiv:math/0403385},
  year   = {2007}
}

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