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Invariant metric under deformed Markov embeddings with overlapped supports - MaRDI portal

Invariant metric under deformed Markov embeddings with overlapped supports (Q2038595)

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Invariant metric under deformed Markov embeddings with overlapped supports
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    Invariant metric under deformed Markov embeddings with overlapped supports (English)
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    7 July 2021
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    The present paper investigates the geometry on finite sample spaces. By \textit{N. N. Chentsov}'s theorem [Statistical decision rules and optimal inference. Transl. from the Russian by the Israel Program for Scientific Translations; ed. by Lev J. Leifman. Providence, RI: American Mathematical Society (AMS) (1982; Zbl 0484.62008)] there exists a unique family of invariant symmetric \((0,2)\)-tensor fields on the space of positive probability measures on a set of \(n\) points indexed by \(n\in\mathbb{N}\) under Markov embeddings. The authors deform Markov embeddings keeping sufficiency, and prove existence and uniqueness of invariant families under the embeddings.
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    information geometry
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    Fisher metric
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    Chentsov's theorem
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    Markov embedding
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