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Bayesian Methods for the Physical Sciences

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Cover of 'Bayesian Methods for the Physical Sciences'

Table of Contents

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    Book Overview
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    Chapter 1 Recipes for a Good Statistical Analysis
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    Chapter 2 A Bit of Theory
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    Chapter 3 A Bit of Numerical Computation
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    Chapter 4 Single Parameter Models
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    Chapter 5 The Prior
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    Chapter 6 Multi-parameters Models
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    Chapter 7 Non-random Data Collection
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    Chapter 8 Fitting Regression Models
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    Chapter 9 Model Checking and Sensitivity Analysis
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    Chapter 10 Bayesian vs Simple Methods
Attention for Chapter 3: A Bit of Numerical Computation
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