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Likelihood and Bayesian Inference

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Cover of 'Likelihood and Bayesian Inference'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Likelihood
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    Chapter 3 Elements of Frequentist Inference
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    Chapter 4 Frequentist Properties of the Likelihood
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    Chapter 5 Likelihood Inference in Multiparameter Models
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    Chapter 6 Bayesian Inference
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    Chapter 7 Model Selection
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    Chapter 8 Numerical Methods for Bayesian Inference
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    Chapter 9 Prediction
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    Chapter 10 Markov Models for Time Series Analysis
Attention for Chapter 7: Model Selection
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