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Stochastic Models, Information Theory, and Lie Groups, Volume 1

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Cover of 'Stochastic Models, Information Theory, and Lie Groups, Volume 1'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Gaussian Distributions and the Heat Equation
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    Chapter 3 Probability and Information Theory
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    Chapter 4 Stochastic Differential Equations
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    Chapter 5 Geometry of Curves and Surfaces
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    Chapter 6 Differential Forms
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    Chapter 7 Polytopes and Manifolds
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    Chapter 8 Stochastic Processes on Manifolds
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    Chapter 9 Summary
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