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Author

Frédéric Ouimet

Université du Québec à Trois-Rivières

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Preprint Sep 2026

Spectral Analysis of Gaussian Integral Operators Arising in BHEP Tests

The Baringhaus-Henze-Epps-Pulley (BHEP) tests for multivariate normality are affine-invariant goodness-of-fit tests based on a Gaussian-weighted $L^2$ distance between empirical and Gaussian characteristic functions. In 1990, Henze and Zirkler expressed the limiting null distribution through the eigenvalues of an integ...

B. Ebner, D. Edelmann, N. Henze et al. · 1 citation
Preprint Sep 2026

The Spectra of the Henze-Zirkler and Henze-Wagner Operators for BHEP Tests

The Baringhaus-Henze-Epps-Pulley (BHEP) tests for multivariate normality are affine-invariant goodness-of-fit tests based on a Gaussian-weighted $L^2$ distance between empirical and Gaussian characteristic functions. In 1990, Henze and Zirkler expressed the limiting null distribution through the eigenvalues of an integ...

B. Ebner, D. Edelmann, N. Henze et al. · 1 citation
Preprint Jul 2026

A proof of the strong Gaussian product inequality conjecture

Let $\boldsymbol{X} = (X_1,\ldots,X_n)$ be a centered Gaussian vector, not necessarily nondegenerate. It is proved that, for every $\alpha_1,\ldots,\alpha_n>0$, \[ \mathsf{E}\left[\prod_{i=1}^n |X_i|^{\alpha_i}\right] \geq \prod_{i=1}^n \mathsf{E}\left[|X_i|^{\alpha_i}\right]. \] When all marginal variances are positiv...

Frédéric Ouimet, Dylan Greaves · 4 citations · ⚡4
Preprint Jul 2026

On a conjecture of Lamkin and Tkocz: Log-convexity of moments of Bernoulli sample means

Let $X_1,X_2,\ldots$ be independent $\mathrm{Bernoulli}(\theta)$ random variables, and let $\bar X_n = n^{-1}(X_1 + \cdots + X_n)$. We prove that, for every real $p \geq 1$, the sequence $\{\mathsf{E}(\bar X_n^p)\}_{n \geq 1}$ is log-convex. This proves the Bernoulli case of a conjecture of Lamkin and Tkocz [Canad. Mat...

Frédéric Ouimet · 1 citation

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