• Title of article

    On the Gaussian approximation of vector-valued multiple integrals

  • Author/Authors

    Noreddine، نويسنده , , Salim and Nourdin، نويسنده , , Ivan، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2011
  • Pages
    10
  • From page
    1008
  • To page
    1017
  • Abstract
    By combining the findings of two recent, seminal papers by Nualart, Peccati and Tudor, we get that the convergence in law of any sequence of vector-valued multiple integrals F n towards a centered Gaussian random vector N , with given covariance matrix C , is reduced to just the convergence of: (i) the fourth cumulant of each component of F n to zero; (ii) the covariance matrix of F n to C . The aim of this paper is to understand more deeply this somewhat surprising phenomenon. To reach this goal, we offer two results of a different nature. The first one is an explicit bound for d ( F , N ) in terms of the fourth cumulants of the components of F , when F is a R d -valued random vector whose components are multiple integrals of possibly different orders, N is the Gaussian counterpart of F (that is, a Gaussian centered vector sharing the same covariance with F ) and d stands for the Wasserstein distance. The second one is a new expression for the cumulants of F as above, from which it is easy to derive yet another proof of the previously quoted result by Nualart, Peccati and Tudor.
  • Keywords
    Central Limit Theorem , Ornstein–Uhlenbeck semigroup , Malliavin Calculus , Cumulants , Multiple integrals
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2011
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1565599