On distributions of homogeneous and convex functions in Gaussian random variables
Izvestiya. Mathematics , Tome 85 (2021) no. 5, pp. 852-882
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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.
@article{IM2_2021_85_5_a2,
author = {V. I. Bogachev and E. D. Kosov and S. N. Popova},
title = {On distributions of homogeneous and convex functions in {Gaussian} random variables},
journal = {Izvestiya. Mathematics },
pages = {852--882},
publisher = {mathdoc},
volume = {85},
number = {5},
year = {2021},
language = {en},
url = {http://geodesic.mathdoc.fr/item/IM2_2021_85_5_a2/}
}
TY - JOUR AU - V. I. Bogachev AU - E. D. Kosov AU - S. N. Popova TI - On distributions of homogeneous and convex functions in Gaussian random variables JO - Izvestiya. Mathematics PY - 2021 SP - 852 EP - 882 VL - 85 IS - 5 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/IM2_2021_85_5_a2/ LA - en ID - IM2_2021_85_5_a2 ER -
V. I. Bogachev; E. D. Kosov; S. N. Popova. On distributions of homogeneous and convex functions in Gaussian random variables. Izvestiya. Mathematics , Tome 85 (2021) no. 5, pp. 852-882. http://geodesic.mathdoc.fr/item/IM2_2021_85_5_a2/