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Chentsov's theorem

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In information geometry, Chentsov's theorem states that the Fisher information metric is, up to rescaling, the unique Riemannian metric on a statistical manifold that is invariant under sufficient statistics.

The theorem is named after mathematician Nikolai Chentsov, who proved it in his 1981 paper.

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