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JOURNALS // Zapiski Nauchnykh Seminarov POMI // Archive

Zap. Nauchn. Sem. POMI, 2025 Volume 544, Pages 154–169 (Mi znsl7604)

On sharp $L_2$-small ball asymptotics for a family of Durbin processes

Ya. S. Zonovaab, A. I. Nazarovab

a Saint Petersburg State University
b St. Petersburg Department of Steklov Mathematical Institute of Russian Academy of Sciences

Abstract: In this paper, we calculate sharp asymptotics of small deviations in the $L_2$ norm for a family of Gaussian random processes that are special finite-dimensional perturbations of the Brownian bridge. These processes arise as limiting processes in statistics when constructing goodness-of-fit tests for testing a sample for the $p$-Gaussian (generalized Gaussian) distribution in the case where the shift and/or scale parameters are estimated from the sample. For $p=1$ (the Laplace distribution) and $p=2$ (the normal distribution), these results were previously obtained in the works of\break Yu. P. Petrova (2017) and A. I. Nazarov–Yu. P. Petrova (2015), respectively.

Key words and phrases: small deviations, Gaussian processes, spectral asymptotics.

UDC: 519.2

Received: 05.10.2025



© Steklov Math. Inst. of RAS, 2026