Robust Methods for Data Reduction

Author : Alessio Farcomeni,Luca Greco

Hardback

Published : Thursday 16 April 2015

ISBN : 9781466590625

Price : €111.14

Description

This book gives a non-technical overview of robust data reduction techniques, encouraging the use of these important and useful methods in practical applications. The main areas covered include principal components analysis, sparse principal component analysis, canonical correlation analysis, factor analysis, clustering, double clustering, and discriminant analysis. Using real examples, the authors show how to implement the procedures in R. The code and data for the examples are available on the books CRC Press web page.

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