Page - 157 - in Differential Geometrical Theory of Statistics
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Entropy2016,18, 433
We recall that for everypositive integer q> 0 thevector spaceCq(B,V) is a leftmoduleofB.
The leftactionof s∈B isdefinedby
(s · f)(ξ)= s · f(ξ)− f(s ·ξ).
Definition15. Acochain f ∈Cq(B,V) is calleda left invariant cochain if
s · f=0 ∀s∈B ∀s.
Astraightforwardconsequenceof thisdefinition is that a left invariant cochain is a cocycleof
bothC∗KV andC∗τ.Thevector subspaceof left invariantq-cochainsofB isdenotedbyHqe(B,V). It is
easy tosee that
Zqτ(B,V)∩ZqKV(B,V)=Hqe(B,V),
Zqτ(A,V)∩ZqKV(A,V)=Hqe(A,V).
Definition 16. AKVcochain of degree qwhose coboundary is left invariant invariant is called a residual
KVcocycles.
(1) Thevector subspaceof residualKVcocycles ofdegreeq isdenotedbyZqKVres.
(2) ThevectorsubspaceofresidualcoboundariesofdegreeqisdefinedbyBqKVres=H q
e(B,V)+dKV(Cq−1KV (B,V)).
TheresidualKVcohomologyspaceofdegreeq is thequotientvector space.
(3) HqKVres(B,V)= ZqKVres
BqKVres .
(4) By replacing the KV complex by the total KV complex one defines the vector space of residual total
cocyclesZqτres and the space of residual total coboundariesB q
τres. Thereforeweget the residual totalKV
cohomologyspace
Hqτres(A,V)= Z q
τres
Bqτ,res
The definitions above lead to the cohomological exact sequences which is similar to those
constructedbyEilenbergmachinery [35].Wearegoingtopayaspecialattentionto twocohomology
exact sequences.
(1)Atoneside theoperatordKV yieldsacanonical linearmap
HqKVres(B,V)→Hq+1e (B,V).
(2)AtanothersideeveryKVcocycle isaresidualcocycleandeveryKVcoboundary isaresidual
coboundaryaswell. Thenonehasacanonical linearmap
HqKV(B,V)→HqKVres(A,V).
Thosecanonical linearmappingsyield the followingexact sequences
→Hq−1KVres(B,V)→Hqe(B,V)→HqKV(B,V)→HqKVres(B,V)→
→Hq−1τres(B,V)→Hqe(B,V)→Hqτ(B,V)→Hqτres(B,V)→
157
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