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Bioconductor Case Studies

Overview of attention for book
Cover of 'Bioconductor Case Studies'

Table of Contents

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    Book Overview
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    Chapter 1 The ALL Dataset
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    Chapter 2 R and Bioconductor Introduction
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    Chapter 3 Processing Affymetrix Expression Data
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    Chapter 4 Two Color Arrays
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    Chapter 5 Fold Changes, Log Ratios, Background Correction, Shrinkage Estimation, and Variance Stabilization
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    Chapter 6 Easy Differential Expression
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    Chapter 7 Differential Expression
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    Chapter 8 Annotation and Metadata
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    Chapter 9 Supervised Machine Learning
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    Chapter 10 Unsupervised Machine Learning
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    Chapter 11 Using Graphs for Interactome Data
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    Chapter 12 Graph Layout
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    Chapter 13 Gene Set Enrichment Analysis
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    Chapter 14 Hypergeometric Testing Used for Gene Set Enrichment Analysis
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    Chapter 15 Solutions to Exercises
Attention for Chapter 5: Fold Changes, Log Ratios, Background Correction, Shrinkage Estimation, and Variance Stabilization
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