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Normal Approximation by Stein’s Method

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Cover of 'Normal Approximation by Stein’s Method'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Fundamentals of Stein’s Method
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    Chapter 3 Berry–Esseen Bounds for Independent Random Variables
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    Chapter 4 L 1 Bounds
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    Chapter 5 L ∞ by Bounded Couplings
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    Chapter 6 L ∞ : Applications
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    Chapter 7 Discretized Normal Approximation
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    Chapter 8 Non-uniform Bounds for Independent Random Variables
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    Chapter 9 Uniform and Non-uniform Bounds Under Local Dependence
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    Chapter 10 Uniform and Non-uniform Bounds for Non-linear Statistics
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    Chapter 11 Moderate Deviations
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    Chapter 12 Multivariate Normal Approximation
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    Chapter 13 Non-normal Approximation
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    Chapter 14 Group Characters and Malliavin Calculus
Attention for Chapter 8: Non-uniform Bounds for Independent Random Variables
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