We provide a synthetic yet comprehensive review of the so-called fourth moment criterion, and of universal limit theorems, for multilinear homogeneous sums, in both the classical and the free probability settings. In addition to such a general picture, we also prove a novel multidimensional transfer principle for Central Limit Theorems involving homogeneous sums with leptokurtic or mesokurtic entries. The key step will be to prove that joint and component-wise convergence are indeed equivalent for these random objects, encompassing well-known results concerning Wiener and Wigner Chaoses.
Multidimensional limit theorems for homogeneous sums: A survey and a general transfer principle / Nourdin, Ivan; Peccati, Giovanni; Poly, Guillaume; Simone, Rosaria. - In: ESAIM: PROBABILITY AND STATISTICS. - ISSN 1262-3318. - 20:(2016), pp. 293-308. [10.1051/ps/2016014]
Multidimensional limit theorems for homogeneous sums: A survey and a general transfer principle
SIMONE, ROSARIA
2016
Abstract
We provide a synthetic yet comprehensive review of the so-called fourth moment criterion, and of universal limit theorems, for multilinear homogeneous sums, in both the classical and the free probability settings. In addition to such a general picture, we also prove a novel multidimensional transfer principle for Central Limit Theorems involving homogeneous sums with leptokurtic or mesokurtic entries. The key step will be to prove that joint and component-wise convergence are indeed equivalent for these random objects, encompassing well-known results concerning Wiener and Wigner Chaoses.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.