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Applied Multivariate Statistical Analysis PDF

580 Pages·2015·10.297 MB·other
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by Härdle, Wolfgang Karl, Simar, Léopold| 2015| 580 pages| 10.297| other

About Applied Multivariate Statistical Analysis

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 www.quantlet.de. The practical exercises include solutions that can be found in Härdle, W. and Hlavka, Z., Multivariate Statistics: Exercises and Solutions. Springer Verlag, Heidelberg.

Detailed Information

Author:Härdle, Wolfgang Karl, Simar, Léopold
Publication Year:2015
ISBN:3662451719
Pages:580
Language:other
File Size:10.297
Format:PDF
Price:FREE
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