Principal Component Analysis (2nd ed.). I. T. JOLLIFFE. New York: Springer-Verlag, 2002. ISBN: 0-387-95442-2. xxix + 486 pp. $89.95 (H). This book is one of the very few texts entirely devoted to principal component analysis (PCA). The second edition is usefully expanded and ...
() Citation Context ...includes multivariate analysis techniques such as principal component analysis (Hotelling, 1933) and reduced rank regression (Reinsel ... CA Parvin - World Publishing Co. ; 被引量: 23发表: 2004年 Practical Guide To Chemometrics, Second Edition || Principal Component Analysi...
Principal Component Analysis In many cases, the dimensionality of the input dataset X is high and so is the complexity of every related machine learning algorithm. Moreover, the information is seldom spread uniformly across all the features and, as discussed in the previous chapter, Chapter 2, ...
"This is the bible of principal component analysis (PCA). This second edition of the book is nearly twice the length of the first. [Short Book Reviews, Vol.6, p.45] New material includes discussion of ordination methods linked to PCA, including biplots, determining the number of components...
内容简介· ··· The first edition of this book was the first comprehensive text written solely on principal component analysis. The second edition updates and substantially expands the original version, and is once again the definitive text on the subject. It includes core material, current...
Principal Component Analysis[I.T. Jolliffe]
Jolliffe I T. Principal component analysis for special types of data. Principal component analysis, 2002: 338-372.Jolliffe IT. Principal component analysis for special types of data. In: Principal Component Analysis. Second edition. New York: Springer-Veriag New York, INC; 2002. p. 338-72....
Factor analysis tries to relate those variables to a few unobserve... IT Jolliffe - John Wiley & Sons, Inc. 被引量: 875发表: 1986年 Principal Component Analysis, Second Edition Summary Principal component techniques are used when all variables are equally relevant. Factor analysis tries to ...
ROBERT H. RIFFENBURGH, in Statistics in Medicine (Second Edition), 2006 PRINCIPAL COMPONENTS ANALYSIS Let us start with an example. We have a sample of patients at risk for heart disease with the following measures: cholesterol level; age; socioeconomic level; dietary intakes of saturated fats...
IT J: Principal Component Analysis - Second Edition. New York, Springer Series in Statistics; 2002. Google Scholar LA M: Multiple analysis in clinical trials: fundamentals for investigators, Statistics for biology and health. New York, Springer; 2003. Google Scholar RL O: Satisfaction: a beha...