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JOURNALS // Theory of Stochastic Processes // Archive

Theory Stoch. Process., 2016 Volume 21(37), Issue 2, Pages 84–90 (Mi thsp163)

A representation for the Kantorovich–Rubinstein distance defined by the Cameron–Martin norm of a Gaussian measure on a Banach space

G. V. Riabov

01004, Ukraine, Kiev–4, 3, Tereschenkivska st.

Abstract: A representation for the Kantorovich–Rubinstein distance between probability measures on a separable Banach space $X$ in the case when this distance is defined by the Cameron–Martin norm of a centered Gaussian measure $\mu$ on $X$ is obtained in terms of the extended stochastic integral (or divergence) operator.

Keywords: Gaussian measure, extended stochastic integral, optimal transport.

MSC: Primary 60G15; Secondary 60H07

Language: English



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