Multiple Factor Analysis by Example Using R
Language: English
Published by Chapman and Hall/CRC, 2014
- Hardcover
- New
Condition: New
£ 163.03
Quantity: 2 available
Add to basketItem description from seller
Multiple factor analysis (MFA) enables users to analyze tables of individuals and variables in which the variables are structured into quantitative, qualitative, or mixed groups. Written by the co-developer of the methodology, this book brings together the theoretical and methodological aspects of MFA. It also covers principal component analysis, multiple correspondence analysis, factor analysis for mixed data, hierarchical MFA, and more. The book also includes examples of applications and details on how to implement MFA using an R package, with the data and R scripts available online. Sprache: Englisch Gewicht in Gramm: 525.
Seller Inventory # IB-20952904
- Title
- Multiple Factor Analysis by Example Using R
- Author
- J?r?me Pag?s
- Publisher
- Chapman and Hall/CRC
- Publication year
- 2014
- Condition
- Neu
- Binding
- Gebundene Ausgabe
- Language
- English
- ISBN 10
- 1482205475
- ISBN 13
- 9781482205473
- Item weight
- 525 grams
- Series
- Book 15 of 73: Chapman & Hall/CRC The R
Multiple factor analysis (MFA) enables users to analyze tables of individuals and variables in which the variables are structured into quantitative, qualitative, or mixed groups. Written by the co-developer of this methodology, Multiple Factor Analysis by Example Using R brings together the theoretical and methodological aspects of MFA. It also includes examples of applications and details of how to implement MFA using an R package (FactoMineR).
The first two chapters cover the basic factorial analysis methods of principal component analysis (PCA) and multiple correspondence analysis (MCA). The next chapter discusses factor analysis for mixed data (FAMD), a little-known method for simultaneously analyzing quantitative and qualitative variables without group distinction. Focusing on MFA, subsequent chapters examine the key points of MFA in the context of quantitative variables as well as qualitative and mixed data. The author also compares MFA and Procrustes analysis and presents a natural extension of MFA: hierarchical MFA (HMFA). The final chapter explores several elements of matrix calculation and metric spaces used in the book.
"Synopsis" may belong to another edition of this title.
About the Author
Jérôme Pagès is a professor of statistics at Agrocampus (Rennes, France), where he heads the Laboratory of Applied Mathematics (LMA²).
"About the title" may belong to another edition of this title.
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