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Differential Geometrical Theory of Statistics
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Entropy2016,18, 433 Warning. Here algebrameans amultiplication a ·bwithout any rule of calculations. So the product a ·b · c is meaningless. Throughout thispaper, the smoothmanifoldswedealwithare connectedandparacompact. Ina smooth manifoldMallgeometrical objectsweare interested inare smoothaswell. Thevector space of smoothvectorfields in amanifoldM isdenotedbyX(M). It is a leftmodule of the associative commutativealgebraC∞(M). Considera realvectorbundle E→M. Therealvector spaceof sectionsofE isdenotedbyΓ(E). Definition3. Areal algebroidovera smoothmanifoldMisa realvectorbundlewhosevector spaceof sections is a real algebra. SothevectorspaceofsectionsofarealalgebroidE isendowedwithaR-bilinearmap Γ(E)×Γ(E) (s,s∗)→ s ·s∗ ∈Γ(E) Tosimplify themultiplicationof twosections isdenoted s ·s∗. Definition4. Atwo-sidedmoduleof analgebroidE is avectorbundle V→M whosevector spaceof sections is a two-sidedmoduleof thealgebraΓ(E). Let sbesectionE andletvbeasectionofV. Both leftaction sonvandtherightactionof sonv aredenotedby s ·vandv ·s. Definition5. AnanchoredvectorbundleoverMisapair (E,b) formedbyarealvectorbundleE andavectorbundlehomomorphism E e→ b(e)∈TM. Thehomomorphismb is called theanchormap. 2.2.AnomalyFunctionsofAlgebroidsandofModules LetV beatwo-sidedmoduleofanalgebroid (E,b). Definition6. Ananomaly function of an algebroidE is a 3-linearmapAE ofΓ(E)3 inΓ(E)whose values AE(s1,s2,s3)belongto spanR[(si·sj)·sk,si·(sj·sk); i, j,k∈ [1,2,3]].Ananomaly functionofanE-moduleV is a3-linearmapAEV ofΓ(E)2×Γ(V) inΓ(V)whosevaluesAEV(s,s∗,v)belongtospanR[(s·s∗)·v,s·(s∗·v)∀s, s∗ ∈Γ(E),∀v∈Γ(V)]. In thispaperweare interestedinsomeanomalyfunctionswhichhavestronggeometrical impacts. Theyaredefinedbelow. 147
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Differential Geometrical Theory of Statistics
Titel
Differential Geometrical Theory of Statistics
Autoren
Frédéric Barbaresco
Frank Nielsen
Herausgeber
MDPI
Ort
Basel
Datum
2017
Sprache
englisch
Lizenz
CC BY-NC-ND 4.0
ISBN
978-3-03842-425-3
Abmessungen
17.0 x 24.4 cm
Seiten
476
Schlagwörter
Entropy, Coding Theory, Maximum entropy, Information geometry, Computational Information Geometry, Hessian Geometry, Divergence Geometry, Information topology, Cohomology, Shape Space, Statistical physics, Thermodynamics
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Differential Geometrical Theory of Statistics