Probabilités, Statistiques
Some remarks on the ergodic theorem for U-statistics
[Quelques remarques sur le théorème ergodique pour les U-statistiques]
Comptes Rendus. Mathématique, Tome 361 (2023) no. G9, pp. 1511-1519

In this note, we investigate the convergence of a U-statistic of order two having stationary ergodic data. We will find sufficient conditions for the almost sure and L 1 convergence and present some counter-examples showing that the U-statistic itself might fail to converge: centering is needed as well as finiteness of sup j2 𝔼[|h(X 1 ,X j )|].

Dans cette note, nous étudions le théorème ergodique pour des U-statisques d’ordre 2 dont les données sont issues d’une suite strictement stationnaire. Nous présentons des conditions suffisantes pour la convergence presque sûre et dans L 1 ainsi que des contre-exemples montrant que la U-statistique seule peut ne pas converger : un terme de centrage est requis ainsi que la finitude de sup j2 𝔼[|h(X 1 ,X j )|].

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DOI : 10.5802/crmath.494
Classification : 37A30, 60F05

Dehling, Herold 1 ; Giraudo, Davide 2 ; Volný, Dalibor 3

1 Fakultät für Mathematik, Ruhr-Universität Bochum, 44780 Bochum, Germany
2 Institut de Recherche Mathématique Avancée UMR 7501, Université de Strasbourg and CNRS 7 rue René Descartes 67000 Strasbourg, France
3 University de Rouen, LMRS and CNRS UMR 6085.
Licence : CC-BY 4.0
Droits d'auteur : Les auteurs conservent leurs droits
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Dehling, Herold; Giraudo, Davide; Volný, Dalibor. Some remarks on the ergodic theorem for $U$-statistics. Comptes Rendus. Mathématique, Tome 361 (2023) no. G9, pp. 1511-1519. doi: 10.5802/crmath.494

[1] Aaronson, Jon; Burton, Robert; Dehling, Herold; Gilat, David; Hill, Theodore; Weiss, Benjamin Strong laws for L- and U-statistics, Trans. Am. Math. Soc., Volume 348 (1996) no. 7, pp. 2845-2866 | DOI | MR

[2] Arcones, Miguel A. The law of large numbers for U-statistics under absolute regularity, Electron. Commun. Probab., Volume 3 (1998), pp. 13-19 | DOI | MR | Zbl

[3] Billingsley, Patrick Convergence of probability measures, John Wiley & Sons, 1968, xii+253 pages | MR | Zbl

[4] Borovkova, Svetlana; Burton, Robert; Dehling, Herold Consistency of the Takens estimator for the correlation dimension, Ann. Appl. Probab., Volume 9 (1999) no. 2, pp. 376-390 | DOI | MR

[5] Borovkova, Svetlana; Burton, Robert; Dehling, Herold From dimension estimation to asymptotics of dependent U-statistics, Limit theorems in probability and statistics, Vol. I (Balatonlelle, 1999), János Bolyai Mathematical Society, 2002, pp. 201-234 | MR

[6] Hoeffding, Wassily The strong law of large numbers for U-statistics, University of North Carolina Institute of Statistics Mimeograph Series, 302, 1961

[7] McLeish, Donald L. Dependent central limit theorems and invariance principles, Ann. Probab., Volume 2 (1974), pp. 620-628 | DOI | MR | Zbl

[8] Varadarajan, Veeravalli S. Weak convergence of measures on separable metric spaces, Sankhyā, Ser. A, Volume 19 (1958), pp. 15-22 | MR | Zbl

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