The Berry–Esseen bound in de Jong’s CLT

We prove a Berry–Esseen bound in de Jong’s classical CLT for normalized, completely degenerate U -statistics, which says that the convergence of the fourth moment sequence to three and a Lindeberg–Feller type negligibility condition are sufficient for asymptotic normality. Our bound is of the same optimal order as the bound on the Wasserstein distance to normality that has recently been proved by Döbler and Peccati (2017).

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Publication Details

Journal
Statistics & Probability Letters
Published
2024-08-13
DOI
https://doi.org/10.1016/j.spl.2024.110244
Primary Topic
advanced mathematical theories
Type
article
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article

The Berry–Esseen bound in de Jong’s CLT

Christian Döbler
Statistics & Probability Letters
advanced mathematical theories
article

The Berry–Esseen bound in de Jong’s CLT

Christian Döbler
article en

Abstract

We prove a Berry–Esseen bound in de Jong’s classical CLT for normalized, completely degenerate U -statistics, which says that the convergence of the fourth moment sequence to three and a Lindeberg–Feller type negligibility condition are sufficient for asymptotic normality. Our bound is of the same optimal order as the bound on the Wasserstein distance to normality that has recently been proved by Döbler and Peccati (2017).

Statistics & Probability LettersVol. 215
Heinrich Heine University Düsseldorf (DE)
Openalex Percentile: Top 77%
advanced mathematical theories
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The Berry–Esseen bound in de Jong’s CLT — Christian Döbler · Statistics & Probability Letters (2024) | TGRS Research Map | TGRS