Introduction to Multivariate Analysis (Science Paperbacks) - Tapa blanda

Libro 77 de 139: Chapman & Hall/CRC Texts in Statistical Science

Chatfied, C.

 
9780412160301: Introduction to Multivariate Analysis (Science Paperbacks)
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ISBN 10: 0412160307 ISBN 13: 9780412160301
Editorial: Springer, 1980

Sinopsis

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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Reseña del editor

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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Editorial
Springer
Año de publicación
1980
Idioma
Inglés
ISBN 10 
0412160307
ISBN 13 
9780412160301
Encuadernación
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Número de páginas
260
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
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Hamburg
Alemania

Otras ediciones populares con el mismo título

9780412160400: Introduction to Multivariate Analysis: 1 (Chapman & Hall/CRC Texts in Statistical Science)

Edición Destacada

ISBN 10:  0412160404 ISBN 13:  9780412160400
Editorial: Chapman and Hall/CRC, 1981
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