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Principal Component Analysis
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Author(s):
I. T. Jolliffe
Publication date
(Print):
1986
Publisher:
Springer New York
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Core Readings in Statistical Mediation Analysis
Author and book information
Book
ISBN (Print):
978-1-4757-1906-2
ISBN (Electronic):
978-1-4757-1904-8
Publication date (Print):
1986
DOI:
10.1007/978-1-4757-1904-8
SO-VID:
f08dd546-bdd5-42e8-a051-64c391d56813
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Book chapters
pp. 1
Introduction
pp. 8
Mathematical and Statistical Properties of Population Principal Components
pp. 23
Mathematical and Statistical Properties of Sample Principal Components
pp. 50
Principal Components as a Small Number of Interpretable Variables: Some Examples
pp. 64
Graphical Representation of Data Using Principal Components
pp. 92
Choosing a Subset of Principal Components or Variables
pp. 115
Principal Component Analysis and Factor Analysis
pp. 129
Principal Components in Regression Analysis
pp. 156
Principal Components Used with Other Multivariate Techniques
pp. 173
Outlier Detection, Influential Observations and Robust Estimation of Principal Components
pp. 199
Principal Component Analysis for Special Types of Data
pp. 223
Generalizations and Adaptations of Principal Component Analysis
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