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Multidimensional limit theorems for homogeneous sums: a general transfer principle

2015/06/25 by Ivan Nourdin, Giovanni Peccati, Nourdin, Ivan +5
Mathematics · #Random Matrices and Applications #advanced mathematical theories #Advanced Algebra and Geometry

paper · pdf · doi:10.48550/arxiv.1506.07829

Abstract

The aim of the present paper is to establish the multidimensional counterpart of the fourth moment criterion for homogeneous sums in independent leptokurtic and mesokurtic random variables (that is, having positive and zero fourth cumulant, respectively), recently established in \citeNPPS in both the classical and in the free setting. As a consequence, the transfer principle for the Central limit Theorem between Wiener and Wigner chaos can be extended to a multidimensional transfer principle between vectors of homogeneous sums in independent commutative random variables with zero third moment and with non-negative fourth cumulant, and homogeneous sums in freely independent non-commutative random variables with non-negative fourth cumulant.

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