Jolliffe I. Principal Component Analysis (2ed., Springer, 2002)(518s)
Jolliffe I. Principal Component Analysis (2ed., Springer, 2002)(518s) Jolliffe I. Principal Component Analysis (2ed., Springer, 2002)(518s)
Preface to the First Editionxiiicategories. One type would ask for proofs or extensions of the theory given,in particular, in Chapters 2, 3 and 12, and would be exercises mainly inalgebra rather than statistics. The second type would require PCAs to beperformed and interpreted for various data sets. This is certainly a usefultype of exercise, but many readers will find it most fruitful to analyse theirown data sets. Furthermore, although the numerous examples given in thebook should provide some guidance, there may not be a single ‘correct’interpretation of a PCA.I. T. JolliffeJune, 1986Kent, U. K.
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- Page 1: Principal ComponentAnalysis,Second
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- Page 17 and 18: xviAcknowledgmentsthese institution
- Page 19 and 20: xviiiContents3.4.1 Example ........
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- Page 25 and 26: xxivList of Figures5.2 Artistic qua
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- Page 33 and 34: 2 1. IntroductionFigure 1.1. Plot o
- Page 35: 4 1. IntroductionFigure 1.3. Studen
- Page 38 and 39: 1.2. A Brief History of Principal C
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- Page 50 and 51: 2.2. Geometric Properties of Popula
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- Page 54 and 55: 2.3. Principal Components Using a C
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- Page 58 and 59: 2.4. Principal Components with Equa
- Page 60 and 61: 3Mathematical and StatisticalProper
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Preface to the First Editionxiiicategories. One type would ask for proofs or extensions of the theory given,in particular, in Chapters 2, 3 and 12, and would be exercises mainly inalgebra rather than statistics. The second type would require PCAs to beperformed and interpreted for various data sets. This is certainly a usefultype of exercise, but many readers will find it most fruitful to analyse theirown data sets. Furthermore, although the numerous examples given in thebook should provide some guidance, there may not be a single ‘correct’interpretation of a PCA.I. T. <strong>Jolliffe</strong>June, 1986Kent, U. K.
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