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Statistical Learning in Genetics

Overview of attention for book
Cover of 'Statistical Learning in Genetics'

Table of Contents

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    Book Overview
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    Chapter 1 Overview
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    Chapter 2 Likelihood
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    Chapter 3 Computing the Likelihood
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    Chapter 4 Bayesian Methods
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    Chapter 5 McMC in Practice
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    Chapter 6 Fundamentals of Prediction
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    Chapter 7 Shrinkage Methods
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    Chapter 8 Digression on Multiple Testing: False Discovery Rates
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    Chapter 9 Binary Data
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    Chapter 10 Bayesian Prediction and Model Checking
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    Chapter 11 Nonparametric Methods: A Selected Overview
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    Chapter 12 Exercises
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    Chapter 13 Solution to Exercises
Attention for Chapter 7: Shrinkage Methods
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