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The multivariate functional de Jong CLT.
- 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]
- Subjects :
- *U-statistics
*LIMIT theorems
*CUMULANTS
*EMPIRICAL research
Subjects
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