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Principal Component Analysis
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Publication date
(Print):
2002
Publisher:
Springer-Verlag
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Related collections
Core Readings in Statistical Mediation Analysis
Author and book information
Book
ISBN (Print):
0-387-95442-2
Publication date (Print):
2002
DOI:
10.1007/b98835
SO-VID:
7b1536bb-5de1-4470-921a-0bf7843d89fd
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http://www.springer.com/tdm
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Book chapters
pp. 1
Introduction
pp. 10
Mathematical and Statistical Properties of Population Principal Components
pp. 29
Mathematical and Statistical Properties of Sample Principal Components
pp. 63
Principal Components as a Small Number of Interpretable Variables: Some Examples
pp. 78
Graphical Representation of Data Using Principal Components
pp. 111
Choosing a Subset of Principal Components or Variables
pp. 150
Principal Component Analysis and Factor Analysis
pp. 167
Principal Components in Regression Analysis
pp. 199
Principal Components Used with Other Multivariate Techniques
pp. 232
Outlier Detection, Influential Observations, Stability, Sensitivity, and Robust Estimation of Principal Components
pp. 269
Rotation and Interpretation of Principal Components
pp. 299
Principal Component Analysis for Time Series and Other Non-Independent Data
pp. 338
Principal Component Analysis for Special Types of Data
pp. 373
Generalizations and Adaptations of Principal Component Analysis
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