Applied Multivariate Statistical Analysis -

Applied Multivariate Statistical Analysis

By Wolfgang Karl Hardle, Leopold Simar



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Focusing on high-dimensional applications, this 4th edition presents the tools and concepts used in multivariate data analysis in a style that is also accessible for non-mathematicians and practitioners. All chapters include practical exercises that highlight applications in different multivariate data analysis fields. All of the examples involve high to ultra-high dimensions and represent a number of major fields in big data analysis. The fourth edition of this book on Applied Multivariate Statistical Analysis offers the following new features: A new chapter on Variable Selection (Lasso, SCAD and Elastic Net) All exercises are supplemented by R and MATLAB code that can be found on The practical exercises include solutions that can be found in Hardle, W. and Hlavka, Z., Multivariate Statistics: Exercises and Solutions. Springer Verlag, Heidelberg.

Product code: 9783662451700

ISBN 9783662451700
Dimensions (HxWxD in mm) H235xW155
Edition 4th ed. 2015
No. Of Pages 580
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Applied Multivariate Statisticial Analysis