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The multivariate functional de Jong CLT.

Authors :
Döbler, Christian
Kasprzak, Mikołaj
Peccati, Giovanni
Source :
Probability Theory & Related Fields. Oct2022, Vol. 184 Issue 1/2, p367-399. 33p.
Publication Year :
2022

Abstract

We prove a multivariate functional version of de Jong's CLT (J Multivar Anal 34(2):275–289, 1990) yielding that, given a sequence of vectors of Hoeffding-degenerate U-statistics, the corresponding empirical processes on [0, 1] weakly converge in the Skorohod space as soon as their fourth cumulants in t = 1 vanish asymptotically and a certain strengthening of the Lindeberg-type condition is verified. As an application, we lift to the functional level the 'universality of Wiener chaos' phenomenon first observed in Nourdin et al. (Ann Probab 38(5):1947–1985, 2010). [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01788051
Volume :
184
Issue :
1/2
Database :
Academic Search Index
Journal :
Probability Theory & Related Fields
Publication Type :
Academic Journal
Accession number :
159739940
Full Text :
https://doi.org/10.1007/s00440-022-01114-3