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Applied Multivariate Statistical Analysis

By Härdle, Wolfgang Karl

Applied Multivariate Statistical Analysis Law

Applied Multivariate Statistical Analysis

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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 Härdle, W. and Hlavka, Z., Multivariate Statistics: Exercises and Solutions. Springer Verlag, Heidelberg.
Product details
Binding:
Paperback
Edition:
4
Number of Pages:
593
Release Date:
2015-03-05
Publication Date:
2015-04-14
Publisher:
Springer-Verlag GmbH
Languages:
Original: English
ISBN10:
3662451700
ISBN13:
9783662451700
Weight:
926 g
Height:
157 cm
Width:
233 cm
Thickness:
35 cm
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