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Geometric data analysis : from correspondence analysis to structured data analysis

Author: Brigitte Le Roux; Henry Rouanet
Publisher: Dordrecht ; Boston : Kluwer Academic Publishers, ©2004.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
""Geometric Data Analysis" (GDA) is the name suggested by P. Suppes (Stanford University) to designate the approach to Multivariate Statistics initiated by Benzecri as Correspondence Analysis, an approach that has become more and more used and appreciated over the years. This book presents the full formalization of GDA in terms of linear algebra - the most original and far-reaching consequential feature of the  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Brigitte Le Roux; Henry Rouanet
ISBN: 1402022352 9781402022357 9781402022364 1402022360
OCLC Number: 55149321
Description: xi, 475 pages ; 25 cm
Contents: Foreword / Patrick Suppes --
1. Overview of geometric data analysis --
2. Correspondence analysis (CA) --
3. Euclidean cloud --
4. Principal component analysis (PCA) --
5. Multiple correspondence analysis (MCA) --
6. Structured data analysis --
7. Stability of a Euclidean cloud --
8. Inductive data analysis --
9. Research case studies --
10. Mathematical bases.
Responsibility: Brigitte Le Roux and Henry Rouanet.
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Abstract:

Presents the formalization of Geometric Data Analysis (GDA) in terms of linear algebra, and shows how to integrate the statistical tools such as Analysis of Variance, including Bayesian methods. This  Read more...

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From the reviews: "Simply a masterpiece (...) I find this book to be a treasure chest"- Johs Hjellbrekke in the European Sociological Rev.2005; 21: 529-531 "Written in a mathematically rigorous way Read more...

 
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