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Central limit theorems for multiple stochastic integrals and Malliavin calculus

概率论 2007-05-23 v2

摘要

We give a new characterization for the convergence in distribution to a standard normal law of a sequence of multiple stochastic integrals of a fixed order with variance one, in terms of the Malliavin derivatives of the sequence. We extend our result to the multidimensional case and prove a weak convergence result for a sequence of square integrable random variables.

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引用

@article{arxiv.math/0703240,
  title  = {Central limit theorems for multiple stochastic integrals and Malliavin calculus},
  author = {David Nualart and Salvador Ortiz},
  journal= {arXiv preprint arXiv:math/0703240},
  year   = {2007}
}

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16 pages