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
Link To Document :
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