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Entropy2016,18, 433 Atanothersideevery∇∈LF(M)givesrise to themap Ri(M) g→∇g∈LC(M) which isdeïŹnedby g(Y,∇gXZ)=Xg(Y,Z)−g(∇XY,Z). IneveryRiemannianmanifold (M,g)wedeïŹnethe followingnumerical invariants rb(M,g)= min [∇∈LF(M)] { dim(M)−rb(∇∗) } , rB(M)= min [g∈Rie(M)] { rb(M,g) } . Inevery locallyïŹ‚atmanifold (M,∇)wedeïŹnethe followingnumerical invariant rb(M,∇)= min [g∈Rie(M)] { rb(∇g) } Thenumerical invariantswe justdeïŹnedhavenotable impacts. AppendixA.1. TheAfïŹnelyFlatGeometry TheoremA1. Ina smoothmanifoldMthe followingassertionsare equivalent (1) rb(M)=0, (2) themanifoldMadmits locallyïŹ‚at structures. AppendixA.2. TheHessianGeometry TheoremA2 (Answeraholdquestionsof [65]). InaRiemannianmanifold (M,g) the followingassertions are equivalent (1) rb(M,g)=0, (2) theRiemannianmanifold (M,g)admitsHessianstructures (M,g,∇) AComment. Assertion (2)has the followingmeaning. (i) (M,∇) is a locallyïŹ‚atmanifold. (ii) everypointhasanopenneighborhoodUsupportingasystemofafïŹnecoordinate functions (x1,...,xm)anda local smooth functionh(x1,...,xm) such that g( ∂ ∂xi , ∂ ∂xj )= ∂2h ∂xi∂xj . AppendixA.3. TheGeometryofKoszul TheoremA3. In a locallyïŹ‚atmanifold (M,∇)whoseKValgebra is denotedbyA the followingassertions are equivalent (1) rb(M,∇)=0, (2) theKVcohomologyspaceH2KV(A,R) containsametric class [g], (3) the locallyïŹ‚atmanifold (M,∇)admitsHessianstructures (M,∇,g). 231
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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