Geometric modeling in probability and statistics / Ovidiu Calin, Constantin Udri?te.
Tipo de material:
TextoEditor: Cham : Springer International Publishing : Springer, 2014Descripción: xxiii, 375 páginas : 22 ilustraciones, 3 ilustraciones en colorTipo de contenido: - texto
- computadora
- recurso en línea
- 9783319077796
- QA273.A1-274.9
Contenidos:
Part I: The Geometry of Statistical Models -- Statistical Models -- Explicit Examples -- Entropy on Statistical Models -- Kullback–Leibler Relative Entropy -- Informational Energy -- Maximum Entropy Distributions -- Part II: Statistical Manifolds -- An Introduction to Manifolds -- Dualistic Structure -- Dual Volume Elements -- Dual Laplacians -- Contrast Functions Geometry -- Contrast Functions on Statistical Models -- Statistical Submanifolds -- Appendix A: Information Geometry Calculator.
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Springer eBooks
Part I: The Geometry of Statistical Models -- Statistical Models -- Explicit Examples -- Entropy on Statistical Models -- Kullback–Leibler Relative Entropy -- Informational Energy -- Maximum Entropy Distributions -- Part II: Statistical Manifolds -- An Introduction to Manifolds -- Dualistic Structure -- Dual Volume Elements -- Dual Laplacians -- Contrast Functions Geometry -- Contrast Functions on Statistical Models -- Statistical Submanifolds -- Appendix A: Information Geometry Calculator.
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