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A User's Guide to Principal Components
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Pages: 597
Authors: J. Edward Jackson
Categories: Mathematics
Type: BOOK - Published: 2005-01-21 - Publisher: John Wiley & Sons

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WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an ef
Principal Components Analysis
Language: en
Pages: 98
Authors: George H. Dunteman
Categories: Mathematics
Type: BOOK - Published: 1989-05 - Publisher: SAGE

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For anyone in need of a concise, introductory guide to principal components analysis, this book is a must. Through an effective use of simple mathematical-geome
Principal Component Analysis
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Pages: 283
Authors: I.T. Jolliffe
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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Principal component analysis is probably the oldest and best known of the It was first introduced by Pearson (1901), techniques ofmultivariate analysis. and dev
Practical Guide To Principal Component Methods in R
Language: en
Pages: 171
Authors: Alboukadel KASSAMBARA
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Type: BOOK - Published: 2017-08-23 - Publisher: STHDA

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Although there are several good books on principal component methods (PCMs) and related topics, we felt that many of them are either too theoretical or too adva
Generalized Principal Component Analysis
Language: en
Pages: 590
Authors: René Vidal
Categories: Science
Type: BOOK - Published: 2016-04-11 - Publisher: Springer

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This book provides a comprehensive introduction to the latest advances in the mathematical theory and computational tools for modeling high-dimensional data dra