Page - 160 - in Differential Geometrical Theory of Statistics
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Entropy2016,18, 433
+(−1)i[Xi · f(X1⊗ ...Xˆi⊗ ...⊗Xj⊗ .⊗Xq+1)
+(f(X1⊗ ...Xˆi⊗ ...⊗Xj⊗ ... ˆXq+1⊗Xi)) ·Xq+1
−ω(f)f(X1⊗ ...Xˆi⊗ ...⊗Xi ·Xj⊗ ...⊗Xq+1)].
In therightsidememberofS[i,j](f)(ξ) thecoefficientω(f) is thedegreeof f, vizω(f)= q forall
f ∈Hom(Aq,W).
Step2.
Foreverypair (i,q+1)with1≤ i≤ qwedefinethemapS[i,q+1](f)by
S[i,q+1](f)(X1⊗ ...⊗Xq+1)=(−1)i[Xi · f(X1⊗ ...Xˆi⊗ ...⊗Xq+1)
+(f(X1⊗ ...Xˆi⊗ ... ˆXq+1⊗Xi)) ·Xq+1
−ω(f)f(X1⊗ ...Xˆi⊗ ...Xi ·Xq+1)].
Step3.
Letg∈Hom(A⊗q+1,W)andlet
ξ=X1⊗ ...⊗Xq+2∈A⊗q+2.
Let i, j,kbethreepositiveintegerssuchthat i< j< q+2; k≤ q+2.Wehavealreadyintroduced
thenotation
∂kξ=X1⊗ ...Xˆk⊗ ...⊗Xq+2,
∂2k,q+2ξ=X1⊗ ...Xˆk⊗ ...⊗ ...Xˆq+2.
WedefineSk
[i,j](g)∈Hom(A⊗q+2,W)bysetting
Sk[i,j](g)(ξ)=(−1)i+k[Xk ·g(∂kξ)+(g(∂2k,q+2ξ⊗Xk)) ·Xq+2
+ω(g)g(X1⊗ ...⊗Xk ·Xi⊗ ...Xˆk⊗ ...⊗Xq+2)]
+(−1)j+k[Xk ·g(∂kξ)+(g(∂2k,q+2ξ)⊗Xk) ·Xq+2
+ω(g)g(X1⊗ ...⊗Xk ·Xj⊗ ...Xˆk⊗ ...⊗Xq+2)].
Givenatriple (i, j,k)with i< j< k< q+2weput
S[i,j,k](g)(ξ)=S k
[i,j](g)(ξ)+S j
[i,k](g)(ξ)+S i
[j,k](g)(ξ).
Theproofof the followingstatement isbasedondirect calculations.
Lemma1.
(∗∗∗∗) : ∑
[i<j] S[i,j](g)(ξ)= ∑
[i<j<k] S[i,j,k](g)(ξ)
Let f ∈Hom(Aq,W). Inboththe left sideandtherightsideof theequality (∗∗∗∗)wereplaceg
by∑i<jS[i,j](f). Thenweobtaina linearmapping
Hom(A ,W) f→E∗∗∗∗(f)∈Hom(Aq+2,W).
160
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