Chebyshev--Hermite polynomials and distributions of polynomials in Gaussian random variables
Teoriâ veroâtnostej i ee primeneniâ, Tome 66 (2021) no. 4, pp. 693-717
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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, quadratic form in a Gaussian vector, density distribution.
Mots-clés : polynomial in Gaussian random variables, Malliavin calculus
Mots-clés : polynomial in Gaussian random variables, Malliavin calculus
@article{TVP_2021_66_4_a4,
author = {V. I. Bogachev},
title = {Chebyshev--Hermite polynomials and distributions of polynomials in {Gaussian} random variables},
journal = {Teori\^a vero\^atnostej i ee primeneni\^a},
pages = {693--717},
publisher = {mathdoc},
volume = {66},
number = {4},
year = {2021},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/TVP_2021_66_4_a4/}
}
TY - JOUR AU - V. I. Bogachev TI - Chebyshev--Hermite polynomials and distributions of polynomials in Gaussian random variables JO - Teoriâ veroâtnostej i ee primeneniâ PY - 2021 SP - 693 EP - 717 VL - 66 IS - 4 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/TVP_2021_66_4_a4/ LA - ru ID - TVP_2021_66_4_a4 ER -
V. I. Bogachev. Chebyshev--Hermite polynomials and distributions of polynomials in Gaussian random variables. Teoriâ veroâtnostej i ee primeneniâ, Tome 66 (2021) no. 4, pp. 693-717. http://geodesic.mathdoc.fr/item/TVP_2021_66_4_a4/