| Titre : |
Introduction to Multivariate Analysis |
| Type de document : |
texte imprimé |
| Auteurs : |
Christopher CHATFIELD, Auteur ; Alexander J. COLLINS, Auteur |
| Editeur : |
Chapman & Hall |
| Année de publication : |
1992 |
| Importance : |
246 p. |
| Format : |
25 cm. |
| ISBN/ISSN/EAN : |
978-0-412-16040-0 |
| Note générale : |
Index. |
| Langues : |
Anglais (eng) |
| Catégories : |
MATHÉMATIQUES:Analyse
|
| Index. décimale : |
04-02 Analyse |
| Résumé : |
This book provides an introduction to the analysis of multivariate data.It describes multivariate probability distributions, the preliminary analysisof a large -scale set of data, princ iple component and factor analysis,traditional normal theory material, as well as multidimensional scaling andcluster analysis.Introduction to Multivariate Analysis provides a reasonable blend oftheory and practice. Enough theory is given to introduce the concepts andto make the topics mathematically interesting. In addition the authors discussthe use (and misuse) of the techniques in pra ctice and present appropriatereal-life examples from a variety of areas includ ing agricultural research,soc iology and crim inology. The book should be suitable both for researchworkers and as a text for students taking a course on multivariate analysis
Introduction
Front Matter
Pages 1-1
Introduction
Christopher Chatfield, Alexander J. Collins
Pages 3-17
Multivariate distributions
Christopher Chatfield, Alexander J. Collins
Pages 18-33
Preliminary data analysis
Christopher Chatfield, Alexander J. Collins
Pages 34-53
|
Introduction to Multivariate Analysis [texte imprimé] / Christopher CHATFIELD, Auteur ; Alexander J. COLLINS, Auteur . - Chapman & Hall, 1992 . - 246 p. ; 25 cm. ISBN : 978-0-412-16040-0 Index. Langues : Anglais ( eng)
| Catégories : |
MATHÉMATIQUES:Analyse
|
| Index. décimale : |
04-02 Analyse |
| Résumé : |
This book provides an introduction to the analysis of multivariate data.It describes multivariate probability distributions, the preliminary analysisof a large -scale set of data, princ iple component and factor analysis,traditional normal theory material, as well as multidimensional scaling andcluster analysis.Introduction to Multivariate Analysis provides a reasonable blend oftheory and practice. Enough theory is given to introduce the concepts andto make the topics mathematically interesting. In addition the authors discussthe use (and misuse) of the techniques in pra ctice and present appropriatereal-life examples from a variety of areas includ ing agricultural research,soc iology and crim inology. The book should be suitable both for researchworkers and as a text for students taking a course on multivariate analysis
Introduction
Front Matter
Pages 1-1
Introduction
Christopher Chatfield, Alexander J. Collins
Pages 3-17
Multivariate distributions
Christopher Chatfield, Alexander J. Collins
Pages 18-33
Preliminary data analysis
Christopher Chatfield, Alexander J. Collins
Pages 34-53
|
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