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JOURNALS // Teoriya Veroyatnostei i ee Primeneniya // Archive

Teor. Veroyatnost. i Primenen., 2021 Volume 66, Issue 4, Pages 693–717 (Mi tvp5501)

This article is cited in 4 papers

Chebyshev–Hermite polynomials and distributions of polynomials in Gaussian random variables

V. I. Bogachevab

a Lomonosov Moscow State University
b National Research University "Higher School of Economics", Moscow

Abstract: This paper gives a survey of several directions of research connected with Chebyshev–Hermite polynomials on finite-dimensional and infinite-dimensional spaces, in particular, of approaches using the Malliavin calculus and other methods of investigation of distributions of polynomials in Gaussian random variables. We give estimates for measures of sets of large and small values, estimates of distances in total variation norm between distributions of polynomials, and results on membership of such distributions in Nikolskii–Besov classes of fractional differentiability. New results are obtained on weak convergence of measures given by polynomial densities with respect to Gaussian measures.

Keywords: Chebyshev–Hermite polynomial, polynomial in Gaussian random variables, Malliavin calculus, quadratic form in a Gaussian vector, density distribution.

Received: 03.06.2021
Accepted: 06.07.2021

DOI: 10.4213/tvp5501


 English version:
Theory of Probability and its Applications, 2022, 66:4, 550–569

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© Steklov Math. Inst. of RAS, 2025