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Applied Compositional Data Analysis

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Cover of 'Applied Compositional Data Analysis'

Table of Contents

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    Book Overview
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    Chapter 1 Compositional Data as a Methodological Concept
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    Chapter 2 Analyzing Compositional Data Using R
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    Chapter 3 Geometrical Properties of Compositional Data
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    Chapter 4 Exploratory Data Analysis and Visualization
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    Chapter 5 First Steps for a Statistical Analysis
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    Chapter 6 Cluster Analysis
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    Chapter 7 Principal Component Analysis
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    Chapter 8 Correlation Analysis
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    Chapter 9 Discriminant Analysis
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    Chapter 10 Regression Analysis
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    Chapter 11 Methods for High-Dimensional Compositional Data
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    Chapter 12 Compositional Tables
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    Chapter 13 Preprocessing Issues
Attention for Chapter 2: Analyzing Compositional Data Using R
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