Exploratory Multivariate Analysis by Example Using R

• Main Authors: Husson, Francois (Author), Le, Sebastien (Author), Pages, Jerome (Author)
• Format: Book
• Language: English
• Published: Boca Raton, FL CRC Press 2011; ©2011
• Subjects: Multivariate analysis; R (Computer program language)
• Online Access: Click Here to View Status and Holdings.
• Item Description: "A Chapman & Hall book"
• Physical Description: xii, 228 pages illustrations 25 cm
• Bibliography: Includes bibliographical references and index
• ISBN: 9781439835807; 1439835802

Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for applications. It covers principal component analysis (PCA) when variables are quantitative, correspondence analysis (CA) and multiple correspondence analysis (MCA) when variables are categorical, and hierarchical cluster analysis.