Principal Components in Regression Analysis

  • I. T. Jolliffe
Part of the Springer Series in Statistics book series (SSS)


As illustrated in the other chapters of this book, research continues into a wide variety of methods of using PCA in analysing various types of data. However, in no area has this research been more active in recent years, than in investigating approaches to regression analysis which use PCs in some form or another.


Predictor Variable Mean Square Error Variable Selection Singular Value Decomposition Ridge Regression 


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Copyright information

© Springer Science+Business Media New York 1986

Authors and Affiliations

  • I. T. Jolliffe
    • 1
  1. 1.Mathematical InstituteUniversity of KentKentEngland

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