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Principal Component Analysis

Colin Goodall; Ian T. Jolliffe · Technometrics · 1988

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Author / responsible party
Colin Goodall; Ian T. Jolliffe
Publisher
Technometrics
Year
1988
Language
English

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Summary

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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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APA 7

Goodall, C. & Jolliffe, I. T. (1988). Principal Component Analysis. https://doi.org/10.2307/1270093

MLA

Goodall, Colin, and Ian T. Jolliffe. "Principal Component Analysis." 1988. https://doi.org/10.2307/1270093.

Chicago

Goodall, Colin and Ian T. Jolliffe. 1988. "Principal Component Analysis.". https://doi.org/10.2307/1270093.

Harvard

Goodall, C. and Jolliffe, I. T. 1988, Principal Component Analysis, Technometrics, available at: https://doi.org/10.2307/1270093 [Accessed 9 Aug. 2026].

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Resource details

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Title
Principal Component Analysis
Author / contributors
Colin Goodall; Ian T. Jolliffe
Publisher
Technometrics
Publication year
1988
Language
English

Subjects

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Principal component analysis; Outlier; Kernel principal component analysis; Multiple correspondence analysis; Multivariate statistics; Statistics; Principal component regression; Mathematics; Population; Correspondence analysis; Pattern recognition (psychology); Computer science
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