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math.PRMay 15, 2023
2
citations (OpenAlex)
authors
  • Alexander Nazarov
  • Yulia Petrova
institutions
  • Pontifícia Universidade Católica do Rio de Janeiro
  • St. Petersburg Department of Steklov Institute of Mathematics
arXiv abstractPDF
paper

L2​-small ball asymptotics for Gaussian random functions: a survey

arXiv:2305.08927 · doi:10.1214/23-PS20

Abstract

This article is a survey of the results on asymptotic behavior of small ball probabilities in L2​-norm. Recent progress in this field is mainly based on the methods of spectral theory of differential and integral operators.

arXiv comment65 pages, 2 figures

References in corpus (9)

  • Rates of contraction of posterior distributions based on Gaussian process priors
  • Sharp asymptotics of the functional quantization problem for Gaussian processes
  • Karhunen-Loève expansions of mean-centered Wiener processes
  • Fractional Brownian Motion with Variable Hurst Parameter: Definition and Properties
  • Mixed fractional Brownian motion: a spectral take
  • Degenerate self-similar measures, spectral asymptotics and small deviations of Gaussian processes
  • Sharp asymptotics in a fractional Sturm-Liouville problem
  • On the spectrum of the Sturm-Liouville problem with arithmetically self-similar weight
  • Spectral analysis for some multifractional Gaussian processes
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