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Geometric Modeling in Probability and Statistics

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Cover of 'Geometric Modeling in Probability and Statistics'

Table of Contents

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    Book Overview
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    Chapter 1 Statistical Models
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    Chapter 2 Explicit Examples
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    Chapter 3 Entropy on Statistical Models
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    Chapter 4 Kullback–Leibler Relative Entropy
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    Chapter 5 Informational Energy
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    Chapter 6 Maximum Entropy Distributions
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    Chapter 7 An Introduction to Manifolds
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    Chapter 8 Dualistic Structure
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    Chapter 9 Dual Volume Elements
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    Chapter 10 Dual Laplacians
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    Chapter 11 Contrast Functions Geometry
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    Chapter 12 Contrast Functions on Statistical Models
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    Chapter 13 Statistical Submanifolds
Attention for Chapter 6: Maximum Entropy Distributions
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