Limit distributions of V- and U-statistics in terms of multiple stochastic Wiener-type integrals
Publikation: Beitrag in Fachzeitschrift › Forschungsartikel › Beigetragen › Begutachtung
Beitragende
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
Originalsprache | Englisch |
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Seiten (von - bis) | 306-314 |
Seitenumfang | 9 |
Fachzeitschrift | Journal of Multivariate Analysis |
Jahrgang | 102 |
Ausgabenummer | 2 |
Publikationsstatus | Veröffentlicht - Feb. 2011 |
Peer-Review-Status | Ja |
Schlagworte
ASJC Scopus Sachgebiete
Schlagwörter
- 60F05, 60H05, 62E20