Limit distributions of V- and U-statistics in terms of multiple stochastic Wiener-type integrals

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Contributors

Abstract

We describe the limit distribution of V- and U-statistics in a new fashion. In the case of V-statistics the limit variable is a multiple stochastic integral with respect to an abstract Brownian bridge GQ. This extends the pioneer work of Filippova (1961) [8]. In the case of U-statistics we obtain a linear combination of GQ-integrals with coefficients stemming from Hermite Polynomials. This is an alternative representation of the limit distribution as given by Dynkin and Mandelbaum (1983) [7] or Rubin and Vitale (1980) [13]. It is in total accordance with their results for product kernels.

Details

Original languageEnglish
Pages (from-to)306-314
Number of pages9
JournalJournal of Multivariate Analysis
Volume102
Issue number2
Publication statusPublished - Feb 2011
Peer-reviewedYes

Keywords

Keywords

  • 60F05, 60H05, 62E20

Library keywords