Page - 165 - in Differential Geometrical Theory of Statistics
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Entropy2016,18, 433
Warning.
Weobserve that elementsofS2(M)mayberegardedas1-cochainsofAwithcoefïŹcients in its leftmodule
Ω1(M). By [29]wehave
Z2Ï(A,Câ(M))=SA2 (M). (8)
Atanother sidewehave the cohomolgyexact sequence
âH1KVres(A,V)âH2KVe(A,V)âH2KV(A,V)âH2KVres(A,V)â (9)
ByEquations (8) and (9)weobtain the inclusionmaps
SA2 (M)âZ1KV(A,Ω1(M))âZ2KV(A,R).
Mutatismutandis onealsohas
SA2 (M)âZ1Ï(A,Ω1(M)â©Z2Ï(A,R).
Remark1 (ImportantRemarks). Wegive somesubtle consequencesof (1).
(R.1)Everyexact total2-cocycleÏâC2Ï(A,R) is a skewsymmetricbilinear form.Vizonehas the identity
Ï(X,X)=0 âXâA.
(R.2)EverysymmetricKV2-cocycle gâZ2KV(A,R) is locallyanexactKVcocycle, viz inaneighbourhoodof
everypoint there exists a local sectionΞâΩ1(M) such that
g= ΎKVΞ.
(R.3)Everysymmetric total2-cocycle is a left invariant cochain,viz
Z2Ï(A,R)â©S2(M)=SA2 (M).
By(R.1)and (R.3)weobtain the inclusionmap
SA2 (M)âH2Ï(A,R).
LetH2dR(M)be the secondcohomologyspaceof thedeRhamcomplexofM.The followingtheoremisuseful
for relating the totalKVcohomologyandthedifferential topology.
Theorem4. [29]There exists a canonical linear injectionofH2dR(M) inH 2
Ï(A,R) such that
H2Ï(A,R)=H2dR(M)âSA2 (M)
Thetheoremabovehighlightsafruitful linkbetweenthetotalKVcohomologyandthedifferential
topology. We are particularly interested in D-geodesic Riemannian foliations in a locally ïŹat
manifold (M,D).
165
Differential Geometrical Theory of Statistics
- Title
- Differential Geometrical Theory of Statistics
- Authors
- Frédéric Barbaresco
- Frank Nielsen
- Editor
- MDPI
- Location
- Basel
- Date
- 2017
- Language
- English
- License
- CC BY-NC-ND 4.0
- ISBN
- 978-3-03842-425-3
- Size
- 17.0 x 24.4 cm
- Pages
- 476
- Keywords
- Entropy, Coding Theory, Maximum entropy, Information geometry, Computational Information Geometry, Hessian Geometry, Divergence Geometry, Information topology, Cohomology, Shape Space, Statistical physics, Thermodynamics
- Categories
- Naturwissenschaften Physik