Page - 180 - in Differential Geometrical Theory of Statistics
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Entropy2016,18, 433
Proof. (1) implies (2).
Suppose thatψ∈M(D,D∗). Thenwehave
D∗Xψ(Y)=ψ(DXY) ∀(X,Y).
SincebothDandD∗ are torsionfreeonehas the identity
D∗X.ψ(Y)−ψ(D∗XY)−D∗Yψ(X)+ψ(D∗YX)=0.
Thusψ isa (1,0)-cocycleof the totalKVcomplex (C∗∗,δ∗∗).
Atanotherside therelationD∗X◦ψ=ψ◦DX leads to the identity
DXqψ=0.
Soqψ isa (0,2)-cocycleofcomplex (C∗∗,δ∗∗).Weconcludethat
δ1,2(ψ⊗qψ)=0, QED.
(2) implies (1).
Werecall the formula
δ1,2(ψ⊗qψ)=(δτψ)⊗qψ−ψ⊗δτqψ.
By this formula
δ1,2(ψ⊗qψ)∈C2,2⊕C1,3
Thus thestatement (2) isequivalent to thesystem
δτψ=0,
δτqψ=0.
Tocontinuetheproofweperformthefollowing lemma.
Lemma4 ([29]). Foreverysymmetric cochainB∈C0,2, viz
B(X,Y)=B(Y,X)
the following identities are equivalent
δτB=0, (13a)
∇B=0, (13b)
ByLemma4thebilinear formqψ isD-parallel. Therebyweget the identity
Xqψ(Y,Z)−qψ(DXY,Z)−qψ(Y,DXZ)=0.
Tousefully interpret this identityweinvolve thedualistic relation
Xg(Y,Z)= g(DXY,Z)+g(Y,D∗XZ).
Thisexpression leads to the identity
g(D∗Xψ(Y)−ψ(DXY),Z)+g(Y,D∗Xψ(Z)−ψ(DXZ))=0. (14)
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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