The multivariate functional de Jong CLT

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 i...

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Veröffentlicht in:Probability theory and related fields 2022-10, Vol.184 (1-2), p.367-399
Hauptverfasser: Döbler, Christian, Kasprzak, Mikołaj, Peccati, Giovanni
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Sprache:eng
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Zusammenfassung: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).
ISSN:0178-8051
1432-2064
DOI:10.1007/s00440-022-01114-3