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.
2016
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]
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/665763
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 6
  • ???jsp.display-item.citation.isi??? 6
social impact