A user's guide to principal components

J. Edward Jackson - Collection Wiley Series in Probability and Statistics

586 pages, parution le 14/10/2003

Ajouter à une liste

Indisponible

Résumé

The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists.

From the Reviews of A User's Guide to Principal Components

The book is aptly and correctly named-A User's Guide. It is the kind of book that a user at any level, novice or skilled practitioner, would want to have at hand for autotutorial, for refresher, or as a general-purpose guide through the maze of modern PCA.

Technometrics

I recommend A User's Guide to Principal Components to anyone who is running multivariate analyses, or who contemplates performing such analyses. Those who write their own software will find the book helpful in designing better programs. Those who use off-the-shelf software will find it invaluable in interpreting the results."

Mathematical Geology

Introduction
Getting Started
PCA with More Than Two Variables
Scaling of Data
Inferential Procedures
Putting It All Together-Hearing Loss I
Operations with Group Data
Vector Interpretation I : Simplifications and Inferential Techniques
Vector Interpretation II: Rotation
A Case History-Hearing Loss II
Singular Value Decomposition: Multidimensional Scaling I
Distance Models: Multidimensional Scaling II
Linear Models I : Regression; PCA of Predictor Variables
Linear Models II: Analysis of Variance; PCA of Response Variables
Other Applications of PCA
Flatland: Special Procedures for Two Dimensions
Odds and Ends
What is Factor Analysis Anyhow?
Other Competitors
Conclusion
Appendices
Bibliography
Author Index
Subject Index

Caractéristiques techniques

	PAPIER
Éditeur(s)	Wiley
Auteur(s)	J. Edward Jackson
Collection	Wiley Series in Probability and Statistics
Parution	14/10/2003
Nb. de pages	586
Format	15,5 x 23,5
Couverture	Broché
Poids	810g
Intérieur	Noir et Blanc
EAN13	9780471471349
ISBN13	978-0-471-47134-9