Introduction to Multivariate Analysis

Name: Introduction to Multivariate Analysis
Brand: Springer, Berlin
SKU: 9780412160301
Price: 661.15 RON
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Autor: C. Chatfied, A. J. Collins

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Editura: Springer, Berlin

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This book provides an introduction to the analysis of multivariate data. It should be suitable for s...

Informații despre carte

Autor

C. Chatfied, A. J. Collins

Limbă

engleză

Legare

Carte - Carte broșată

Pagini

246

EAN

9780412160301

ISBN

0412160307

Enbook ID

05185333

Editura

Springer, Berlin

Greutate

401

Dimensiuni

156 x 233 x 14

Descriere completă

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.

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