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JOURNALS // Izvestiya Rossiiskoi Akademii Nauk. Seriya Matematicheskaya // Archive

Izv. RAN. Ser. Mat., 2021 Volume 85, Issue 5, Pages 25–57 (Mi im9075)

This article is cited in 2 papers

On distributions of homogeneous and convex functions in Gaussian random variables

V. I. Bogachevab, E. D. Kosovab, S. N. Popovacb

a Lomonosov Moscow State University
b National Research University "Higher School of Economics", Moscow
c Moscow Institute of Physics and Technology (National Research University), Dolgoprudny, Moscow Region

Abstract: We obtain broad conditions under which distributions of homogeneous functions in Gaussian and more general random variables have bounded densities or even densities of bounded variation or densities with finite Fisher information. Analogous results are obtained for convex functions. Applications to maxima of quadratic forms are given.

Keywords: distribution density, quadratic form in Gaussian random variables, distribution of a homogeneous function.

UDC: 519.21

MSC: 60E05, 60E20, 28C15, 46G12

Received: 22.06.2020

DOI: 10.4213/im9075


 English version:
Izvestiya: Mathematics, 2021, 85:5, 852–882

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© Steklov Math. Inst. of RAS, 2024