Applied Multivariate Statistical Analysis
- ISBN-10
- 3662451719
- ISBN-13
- 9783662451717
- Series
- Applied Multivariate Statistical Analysis
- Category
- Business & Economics
- Pages
- 580
- Language
- English
- Published
- 2015-02-26
- Publisher
- Springer
- Authors
- Wolfgang Karl Härdle, Léopold Simar
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 Härdle, W. and Hlavka, Z., Multivariate Statistics: Exercises and Solutions. Springer Verlag, Heidelberg.
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Other editions
-
- 2013-08-29
- 776 pages
- Paperback
- Pearson Higher Ed
-
- 2013-03-09
- 486 pages
- Ebook
- Springer Science & Business Media
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