This book provides an introduction to the analysis of multivariate data. It should be suitable for statisticians and other research workers who are familiar with basic probability theory and elementary inference, and also have a basic grounding in matrix algebra. The book should also be suitable as a text for undergraduate and postgraduate statistics courses on multivariate analysis. The book covers a wider range oftopics than some other books in this area. It deals with preliminary data analysis, principal component and factor analysis and traditional normal-theory material. It also covers cluster analysis and scaling techniques. In writing the book, we have tried to provide a reasonable blend of theory and practice, in contrast to much of the existing literature which concentrates on one or other aspect. Enough theory is given to introduce the concepts and to make the topics mathematically interesting. But we also discuss the use (and misuse) of the techniques in practice and present appropriate real-life examples. Although the book is primarily an introductory text, we have nevertheless added appropriate references for further reading, so that the reader may extend his studies if he wishes.
Product Identifiers
Publisher
Chapman and Hall
ISBN-13
9780412160301
eBay Product ID (ePID)
107209738
Product Key Features
Author
C. Chatfied, A. J. Collins
Publication Name
Introduction to Multivariate Analysis
Format
Paperback
Language
English
Subject
Mathematics
Publication Year
1980
Type
Textbook
Number of Pages
246 Pages
Dimensions
Item Height
235mm
Item Width
155mm
Item Weight
403g
Additional Product Features
Title_Author
A. J. Collins, C. Chatfied
Country/Region of Manufacture
United Kingdom
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