Nonasymptotic Estimates for the Closeness of Gaussian Measures on Balls


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Upper bounds for the closeness of two centered Gaussian measures in the class of balls in a separable Hilbert space are obtained. The bounds are optimal with respect to the dependence on the spectra of the covariance operators of the Gaussian measures. The inequalities cannot be improved in the general case.

作者简介

A. Naumov

National Research University Higher School of Economics; Institute for Information Transmission Problems

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Email: anaumov@hse.ru
俄罗斯联邦, Moscow; Moscow

V. Spokoiny

National Research University Higher School of Economics; Institute for Information Transmission Problems; Weierstrass Institute for Applied Analysis and Stochastics; Humboldt University of Berlin

Email: anaumov@hse.ru
俄罗斯联邦, Moscow; Moscow; Berlin; Berlin

Yu. Tavyrikov

National Research University Higher School of Economics

Email: anaumov@hse.ru
俄罗斯联邦, Moscow

V. Ulyanov

National Research University Higher School of Economics; Moscow State University

Email: anaumov@hse.ru
俄罗斯联邦, Moscow; Moscow

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