Transcription of Principal Component Analysis, Second Edition
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Principal Component Analysis, Second Edition
Principal ComponentAnalysis, Second JolliffeSpringerPreface to the Second EditionSince the first Edition of the book was published, a great deal of new ma-terial on Principal Component analysis (PCA) and related topics has beenpublished, and the time is now ripe for a new Edition . Although the size ofthe book has nearly doubled, there are only two additional chapters. Allthe chapters in the first Edition have been preserved, although two havebeen renumbered. All have been updated, some extensively. In this updat-ing process I have endeavoured to be as comprehensive as possible. Thisis reflected in the number of new references, which substantially exceedsthose in the first Edition . Given the range of areas in which PCA is used,it is certain that I have missed some topics, and my coverage of others willbe too brief for the taste of some readers.
the techniques of multivariate analysis. It was first introduced by Pear-son (1901), and developed independently by Hotelling (1933). Like many multivariate methods, it was not widely used until the advent of elec-tronic computers, but it is now well entrenched in virtually every statistical computer package.
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