Multiple Factor Analysis by Example Using R: 18 (Chapman & Hall/CRC The R Series) - Tapa dura

Libro 15 de 73: Chapman & Hall/CRC The R

Pagès, Jérôme

 
9781482205473: Multiple Factor Analysis by Example Using R: 18 (Chapman & Hall/CRC The R Series)
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ISBN 10: 1482205475 ISBN 13: 9781482205473
Editorial: Chapman and Hall/CRC, 2014

Sinopsis

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.

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Acerca del autor

Jérôme Pagès is a professor of statistics at Agrocampus (Rennes, France), where he heads the Laboratory of Applied Mathematics (LMA²).

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2014
Idioma
Inglés
ISBN 10 
1482205475
ISBN 13 
9781482205473
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
272
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781032924182: Multiple Factor Analysis by Example Using R (Chapman & Hall/CRC The R Series)

Edición Destacada

ISBN 10:  1032924187 ISBN 13:  9781032924182
Editorial: Chapman and Hall/CRC, 2024
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