Applied Multivariate Statistical Analysis (Paperback, 4th ed. 2015)

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.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Release date:	March 2015
First published:	2015
Authors:	Wolfgang Karl Hardle • Leopold Simar
Dimensions:	235 x 155 x 32mm (L x W x T)
Format:	Paperback
Pages:	580
Edition:	4th ed. 2015
ISBN-13:	978-3-662-45170-0
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Business & Economics > Economics > Econometrics > Economic statistics Books > Business & Economics > Finance & accounting > Finance > General Books > Money & Finance > General
LSN:	3-662-45170-0
Barcode:	9783662451700

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