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Introduction * Properties of Population Principal Components * Properties of Sample Principal Components * Interpreting Principal Components: Examples * Graphical Representation of Data Using Principal Components * Choosing a Subset of Principal Components or Variables * Principal Component Analysis and Factor Analysis * Principal Components in Regression Analysis * Principal Components Used with Other Multivariate Techniques * Outlier Detection, Influential Observations and Robust Estimation * Rotation and Interpretation of Principal Components * Principal Component Analysis for Time Series and Other Non-Independent Data * Principal Component Analysis for Special Types of Data * Generalizations and Adaptations of Principal Component Analysis
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Goodall et al. (Mon,) studied this question.
www.synapsesocial.com/papers/6a082986113ba5b476ddfffe — DOI: https://doi.org/10.2307/1270093
Colin Goodall
Ian T. Jolliffe
Technometrics
Princeton University
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