Applied Multivariate Statistical Analysis PDF
by Wolfgang Karl Hardle, Leopold Simar
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Description
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 Hardle, W. and Hlavka, Z., Multivariate Statistics: Exercises and Solutions. Springer Verlag, Heidelberg.
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- Format:PDF
- Publisher:Springer Berlin Heidelberg
- Publication Date:26/02/2015
- Category:
- ISBN:9783662451717
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Information
-
Download Now
- Format:PDF
- Publisher:Springer Berlin Heidelberg
- Publication Date:26/02/2015
- Category:
- ISBN:9783662451717