Applied Multivariate Statistical Analysis 4th Edition by Wolfgang Karl H?rdle

Applied Multivariate Statistical Analysis 4th Edition by Wolfgang Karl H?rdleBy: Wolfgang Karl H?rdle; L?opold Simar Publisher: Springer Print ISBN: 9783662451717, 3662451719 other ISBN: 9783662451717, 3662451719 Edition: 4th Copyright year: 2015Focusing 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 www.quantlet.de. The practical exercises include solutions that can be found in H?rdle, W. and Hlavka, Z., Multivariate Statistics: Exercises and Solutions. Springer Verlag, Heidelberg. Additional ISBNs 978-3-662-45171-7, 9783662451700, 3662451700