Multiple Factor Analysis By Example Using R

Name: Multiple Factor Analysis By Example Using R
Brand: Taylor & Francis
SKU: 9780367241032
Price: 2495.0 INR
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ISBN13: 9780367241032
Binding: Hardcover
Subject: Mathematics and Statistics
Publisher: Taylor & Francis
Publisher Imprint: Taylor & Francis
Publication Date: February 2, 2019
Pages: N/A
Original Price: INR 2495.0
Language: English
Edition: N/A
Item Weight: 490 grams
BISAC Subject(s): N/A

About The Book

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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