Principal Component Analysis
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Introduction
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Altmetric BadgeChapter 2 Mathematical and Statistical Properties of Population Principal Components
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Altmetric BadgeChapter 3 Mathematical and Statistical Properties of Sample Principal Components
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Altmetric BadgeChapter 4 Principal Components as a Small Number of Interpretable Variables: Some Examples
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Altmetric BadgeChapter 5 Graphical Representation of Data Using Principal Components
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Altmetric BadgeChapter 6 Choosing a Subset of Principal Components or Variables
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Altmetric BadgeChapter 7 Principal Component Analysis and Factor Analysis
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Altmetric BadgeChapter 8 Principal Components in Regression Analysis
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Altmetric BadgeChapter 9 Principal Components Used with Other Multivariate Techniques
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Altmetric BadgeChapter 10 Outlier Detection, Influential Observations, Stability, Sensitivity, and Robust Estimation of Principal Components
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Altmetric BadgeChapter 11 Rotation and Interpretation of Principal Components
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Altmetric BadgeChapter 12 Principal Component Analysis for Time Series and Other Non-Independent Data
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Altmetric BadgeChapter 13 Principal Component Analysis for Special Types of Data
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Altmetric BadgeChapter 14 Generalizations and Adaptations of Principal Component Analysis
