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Differential Geometrical Theory of Statistics
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Entropy2016,18, 433 Ouraimis toevaluateΟofE∗∗∗∗(f)atΟ∈A⊗q+2.Here Ο=X1⊗ ...⊗Xq+2. Tocalculate [E∗∗∗∗(f)](Ο)wetake intoaccountbothSTEP1andSTEP2. Thenweobtain [E∗∗∗∗(f)](Ο)= ∑ [i<j<q+2;1≀k≀q+2] [E∗∗∗∗[ijk] (f)](Ο). At therightsidemember [E∗∗∗∗[ijk] (f)](Ο)=(−1)i+j[KV(Xi,Xj, f(X1⊗ ...Xˆi⊗ ..Xˆj⊗ ...Xk⊗ ...⊗Xq+2)) +KV(Xi, f(X1⊗ ...Xˆi...Xˆj⊗ ...⊗Xq+1⊗Xj),Xq+2) +KV(Xj, f(X1⊗ ...Xˆi...Xˆj⊗ ...⊗Xq+1⊗Xi),Xq+2) +ω(f)(ω(f)+1)f(X1⊗ ...Xˆi...Xˆj⊗ ...⊗KV(Xi,Xj,Xk)⊗ ...⊗Xq+2)]. Step4. Weare inpositionto faceCH(D). DeïŹnition 17. Let f ∈Hom(A⊗q,W) and Ο =X1⊗ ...⊗Xq+1 ∈A⊗q+1. We take into account Step 1, Step2andStep3. Therefore,wedeïŹne the linearmap Hom(A⊗q,W) f→∂f ∈Hom(A⊗q+1,W) byputting [∂f](Ο)= ∑ 1≀i<j≀q+1 S[i,j](f)(Ο) Thefollowing lemmaisastraightforwardconsequenceof themachinery inSTEP3. Lemma2. ∂2 f(Ο)= ∑ [i<j<q+2];1≀k≀q+2 [E∗∗∗∗[ijk] (f)](Ο) Lemma2tellsus that∂2 f(Ο)depends linearlyonthevaluesof theKVanomalyfunctions. ThechallengeCH(D) iswoninthecategoryofKValgebrasandtheir two-sidedKVmodules. We replace the category ofKValgebras and their two-sidedmodules by the category ofKV algebroidsandtheirbi-modules. ThenwewinthegeometryversionofCH(D. We use Lemma 2 for introducing a theory of KV homology of KV algebras and their two-sidedmodules. 3.3.3. TheKVCohomology LetWbeatwosidedKVmoduleofaKValgebraA.Weconsider thegradedvectorspace CKV=⊕qCqKV. The homogeneous subspaces are deïŹnedby CqKV = 0 if q is a negative integer, C0KV = J(W), CqKV=Hom(A⊗q,W) ifq isapositive integer. WedeïŹnethe linearmap CqKV f→∂KVf ∈Cq+1KV 161
zurĂŒck zum  Buch Differential Geometrical Theory of Statistics"
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
Kategorien
Naturwissenschaften Physik
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Differential Geometrical Theory of Statistics