Books  Data Analysis & Modelling  Data Analysis & Statistics 

Applied Multivariate Analysis

Textbook

By: IH Bernstein, CP Garbin and GK Teng

508 pages, Figs, graphs, tabs

Springer-Verlag

Hardback | Dec 2002 | #133383 | ISBN: 0387953477
Availability: Usually dispatched within 2-3 weeks Details
NHBS Price: £81.00 $103/€95 approx
Hardback | Dec 1988 | #32147 | ISBN: 3540965424
Out of Print Details

About this book

Graduate level textbook, designed to emphasise the problems of analysing data as opposed to testing mathematical models.

From the reviews: "This book is more than an up-to-date textbook on multivariate analysis. It could enable SAS users to take full and informed advantage of the many options offered in the SAS procedures. For non-SAS users, the clear statement of the models should enable them to fit and interpret them with other software." ISI Short Book Reviews, Vol. 23/2, August 2003 "This textbook is another comprehensive work on applied multivariate analysis. Basic theory and methods are reviewed and illustrated by a number of examples and practices. ! The author has written a useful textbook combining most of general theory and practice of multivariate data analysis. The book is suitable to familiarize students at graduate level with main concepts and principles of multivariate analysis." (Dr. ir. M. H. J. de Bruijne, Kwantitatieve Methoden, Vol. 70B37, 2003) "This text is on the analysis of structured data ! . The author has managed to encapsulate so much in this book by giving a clear statement of each model ! . This book is more than an up-to date textbook on multivariate analysis. It could enable SAS users to take full and informed advantage of the many options offered in the SAS procedures. For non-SAS users, the clear statement of the models should enable them to fit and interpret them with other software." (J. M. Juritz, Short Book Reviews, Vol. 23 (2), 2003) "I was extremely pleased to see this book arrive. ! For each subject, all important equations and distributional results are very clearly stated. ! I found this book exciting, interesting and informative. The exercises are quite well chosen ! . In summary, Applied Multivariate Analysis is an excellent book. If you want only one book on multivariate analysis, I would suggest this as a strong candidate. I am extremely glad that I own this book ! ." (David E. Booth, Technometrics, Vol. 45 (2), May, 2003) "This textbook provides a broad overview of the basic theory and methods of applied multivariate analysis. The presentation integrates theory and practice including both the analysis of formal linear multivariate models and exploratory date analysis techniques. ! The techniques and examples discussed in the book should be helpful in the analysis of multivariate data using SAS. All programs and data sets used may be downloaded from a Web site. The book appeals to practitioners, researchers, and applied statisticians." (T. Postelnicu, Zentralblatt MATH, Vol. 1002 (2), 2003)


Contents

Introduction.- Vector and Matrix Algebra.- The Multivariate Normal Distribution, Multivariate Normality, and Covariance Structure.- One- and Two-Sample Tests.- Multivariate Analysis of Variance.- Discriminant Analysis.- Canonical Correlation.- Principal Component Analysis.- Factor Analysis.- Structural Equations.

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Biography

This book is more than an up-to-date textbook on multivariate analysis. It could enable SAS users to take full and informed advantage of the many options offered in the SAS procedures. For non-SAS users, the clear statement of the models should enable them to fit and interpret them with other software. ISI Short Book Reviews, Vol. 23/2, August 2003

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